DONG, Junyu

Professor Dong's current research interest includes Big Data Oceanography, Machine Learning and Computer Vision.

Dr Junyu Dong's current research interest includes Ocean Big Data and Computer Vision. He is or has been principal investigators of more than 20 research projects, including one project funded International S&T Cooperation Program of China, four projects funded byNational Natural Science Foundation of China, and a number of provincial and Qingdao municipal projects. He has published more than 100 papers in the major international journals or top conferences（IJCV，IEEE Transactions，NC, PR，ICCV, AAAI, IJCAI etc. He also won several awards, including the 2nd Prize of the Shandong Science and Technology Award.

SurroundNet: Towards effective low-light image enhancement

F Zhou, X Sun, J Dong, XX Zhu

Pattern Recognition 141, 1096025, 2023

Deep Color Compensation for Generalized Underwater Image Enhancement

Y Rao, W Liu, K Li, H Fan, S Wang, J Dong

IEEE Transactions on Circuits and Systems for Video Technology2023

Multiplex Heterogeneous Graph Neural Network with Behavior Pattern Modeling

C Fu, G Zheng, C Huang, Y Yu, J Dong

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …2023

Estimating High-resolution Surface Normals via Low-resolution Photometric Stereo Images

Y Ju, M Jian, C Wang, C Zhang, J Dong, KM Lam

IEEE Transactions on Circuits and Systems for Video Technology2023

UIQI: A Comprehensive Quality Evaluation Index for Underwater Images

Y Liu, K Gu, J Cao, S Wang, G Zhai, J Dong, S Kwong

IEEE Transactions on Multimedia2023

PreCLN: Pretrained-based contrastive learning network for vehicle trajectory prediction

B Yan, G Zhao, L Song, Y Yu, J Dong

World Wide Web 26 (4), 1853-187522023

Graph Structure Learning on User Mobility Data for Social Relationship Inference

G Qin, L Song, Y Yu, C Huang, W Jia, Y Cao, J Dong

Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 4578-458612023

Research into Ship Trajectory Prediction Based on An Improved LSTM Network

Robust anomaly detection for multivariate time series through temporal GCNs and attention-based VAE

Y Shi, B Wang, Y Yu, X Tang, C Huang, J Dong

Knowledge-Based Systems, 1107252023

Efficient Feature Fusion for Learning-Based Photometric Stereo

Y Ju, KM Lam, J Xiao, C Zhang, C Yang, J Dong

ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …22023

PMOT2023: A Large-Scale Multi-Object Tracking (MOT) Dataset with Application to Phytoplankton Observation

J Yu, Q Lv, Y Li, J Dong, H Zhao, Q Li

Journal of Marine Science and Engineering 11 (6), 11412023

RMAFF-PSN: A Residual Multi-Scale Attention Feature Fusion Photometric Stereo Network

K Luo, Y Ju, L Qi, K Wang, J Dong

Photonics 10 (5), 5482023

SAWU-Net: Spatial Attention Weighted Unmixing Network for Hyperspectral Images

L Qi, X Qin, F Gao, J Dong, X Gao

IEEE Geoscience and Remote Sensing Letters2023

Improving transferable adversarial attack via feature-momentum

Dual autoencoder based zero shot learning in special domain

Q Li, E Rigall, X Sun, KM Lam, J Dong

Pattern Analysis and Applications 26 (2), 797-80812023

LaFea: Learning Latent Representation beyond Feature for Universal Domain Adaptation

Q Lv, Y Li, J Dong, Z Guo

IEEE Transactions on Circuits and Systems for Video Technology2023

Learning General Descriptors for Image Matching with Regression Feedback

Y Rao, Y Ju, C Li, E Rigall, J Yang, H Fan, J Dong

IEEE Transactions on Circuits and Systems for Video Technology2023

DSDNet: Toward single image deraining with self-paced curricular dual stimulations

Y Du, J Deng, Y Zheng, J Dong, S He

Computer Vision and Image Understanding 230, 10365732023

Stretching Deep Architectures: A Deep Learning Method without Back-Propagation Optimization

LN Wang, Y Zheng, H Wei, J Dong, G Zhong

Electronics 12 (7), 15372023

Incorporating Co-Visibility Reasoning Into Surface Depth Measurement

Y Liu, Y Rao, E Rigall, H Fan, J Dong

IEEE Transactions on Instrumentation and Measurement 72, 1-122023

Multiscale Adaptive Fusion Network for Hyperspectral Image Denoising

H Pan, F Gao, J Dong, Q Du

IEEE Journal of Selected Topics in Applied Earth Observations and Remote …12023

MobileSky: Real-Time Sky Replacement for Mobile AR

X Wang, Q Lv, G Chen, J Zhang, Z Wei, J Dong, H Fu, Z Zhu, J Liu, X Jin

IEEE Transactions on Visualization and Computer Graphics2023

A fast and accurate RFID tag positioning method based on AoA hologram and hashtables

E Rigall, X Wang, S Zhang, J Dong

Computer Communications 202, 135-14412023

A deep learning method for real-time bias correction of wind field forecasts in the Western North Pacific

W Zhang, Y Jiang, J Dong, X Song, R Pang, B Guoan, H Yu

Atmospheric Research 284, 10658622023

Physical Knowledge-Enhanced Deep Neural Network for Sea Surface Temperature Prediction

Y Meng, F Gao, E Rigall, R Dong, J Dong, Q Du

IEEE Transactions on Geoscience and Remote Sensing 61, 1-132023

Learning Enriched Feature Descriptor for Image Matching and Visual Measurement

Y Rao, Y Ju, S Wang, F Gao, H Fan, J Dong

IEEE Transactions on Instrumentation and Measurement 72, 1-1222023

Dynamic Multi-View Graph Neural Networks for Citywide Traffic Inference

S Dai, J Wang, C Huang, Y Yu, J Dong

ACM Transactions on Knowledge Discovery from Data 17 (4), 1-2262023

An Efficient Visual SfM Framework Using Planar Markers

Z Jia, Y Rao, H Fan, J Dong

IEEE Transactions on Instrumentation and Measurement 72, 1-1212023

A deep learning approach for specular highlight removal from transmissive materials

AH Madessa, J Dong, Y Gan, F Gao

Expert Systems 40 (2), e1259872023

Lightweight network learning with zero-shot neural architecture search for UAV images

F Yao, S Wang, L Ding, G Zhong, LB Bullock, Z Xu, J Dong

Knowledge-Based Systems 260, 11014232023

Attention Fusion of Transformer-Based and Scale-Based Method for Hyperspectral and LiDAR Joint Classification

M Zhang, F Gao, T Zhang, Y Gan, J Dong, H Yu

Remote Sensing 15 (3), 6502023

Multiview Spatial–Spectral Two-Stream Network for Hyperspectral Image Unmixing

L Qi, Z Chen, F Gao, J Dong, X Gao, Q Du

IEEE Transactions on Geoscience and Remote Sensing 61, 1-1622023

Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data Classification

M Wang, F Gao, J Dong, HC Li, Q Du

IEEE Transactions on Geoscience and Remote Sensing 61, 1-1642023

Curricular contrastive regularization for physics-aware single image dehazing

Y Zheng, J Zhan, S He, J Dong, Y Du

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …92023

A Refractive Stereo Structured-Light 3-D Measurement System for Immersed Object

Y Hu, W Rao, L Qi, J Dong, J Cai, H Fan

IEEE Transactions on Instrumentation and Measurement 72, 1-1342022

Normattention-psn: A high-frequency region enhanced photometric stereo network with normalized attention

Y Ju, B Shi, M Jian, L Qi, J Dong, KM Lam

International Journal of Computer Vision 130 (12), 3014-3034232022

SWIPENET: Object detection in noisy underwater scenes

L Chen, F Zhou, S Wang, J Dong, N Li, H Ma, X Wang, H Zhou

Pattern Recognition 132, 108926212022

Multi-instance semantic similarity transferring for knowledge distillation

H Zhao, X Sun, J Dong, H Yu, G Wang

Knowledge-Based Systems 256, 10983212022

Transmittance Surface Detection and Material Identification Using Multitask ViT-SIFT Fusion

AH Madessa, J Dong, E Rigall, Q Lv, HSN Nawaz, I Mugunga, S Guo

IEEE Transactions on Instrumentation and Measurement 72, 1-1712022

Gaussian Dynamic Convolution for Semantic Segmentation in Remote Sensing Images

M Feng, X Sun, J Dong, H Zhao

Remote Sensing 14 (22), 573632022

Editing out-of-domain gan inversion via differential activations

H Song, Y Du, T Xiang, J Dong, J Qin, S He

European Conference on Computer Vision, 1-1772022

Refraction calibration of housing parameters for a flat-port underwater camera

G Qi, Z Shi, Y Hu, H Fan, J Dong

Optical Engineering 61 (10), 104105-1041052022

Face image-sketch synthesis via generative adversarial fusion

J Sun, H Yu, JJ Zhang, J Dong, H Yu, G Zhong

Neural Networks 154, 179-18912022

Visual saliency detection via combining center prior and U-Net

X Lu, M Jian, X Wang, H Yu, J Dong, KM Lam

Multimedia Systems 28 (5), 1689-169862022

PWPNet: A Deep Learning Framework for Real-Time Prediction of Significant Wave Height Distribution in a Port

C Xie, X Liu, T Man, T Xie, J Dong, X Ma, Y Zhao, G Dong

Journal of Marine Science and Engineering 10 (10), 13752022

Efficient and Stable Cephalometric Landmark Localization Using Two-Stage Heatmaps’ Regression

X Wang, E Rigall, Q Chen, S Zhang, J Dong

IEEE Transactions on Instrumentation and Measurement 71, 1-162022

Transformer for image harmonization and beyond

Z Guo, Z Gu, B Zheng, J Dong, H Zheng

IEEE Transactions on Pattern Analysis and Machine Intelligence102022

Heterogeneous graph neural network for attribute completion

K Wang, Y Yu, C Huang, Z Zhao, J Dong

Knowledge-Based Systems 251, 10917122022

Arbitrary-Scale Texture Generation From Coarse-Grained Control

Y Gan, F Gao, J Dong, S Chen

IEEE Transactions on Image Processing 31, 5841-58552022

Synthetic aperture radar image change detection via layer attention-based noise-tolerant network

D Meng, F Gao, J Dong, Q Du, HC Li

IEEE Geoscience and Remote Sensing Letters 19, 1-542022

Average Activation Network for Weakly Supervised Semantic Segmentation

Z Fan, X Sun, J Dong

2022 26th International Conference on Pattern Recognition (ICPR), 657-6622022

Multiplex heterogeneous graph convolutional network

P Yu, C Fu, Y Yu, C Huang, Z Zhao, J Dong

Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …192022

Network embedding via deep prediction model

X Sun, Z Song, Y Yu, J Dong, C Plant, C Böhm

IEEE Transactions on Big Data 9 (2), 455-47022022

Change detection in sar images based on a multi-scale attention convolution network

X Li, F Gao, J Dong, L Qi

IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …22022

Pair-Wise Similarity Knowledge Distillation for RSI Scene Classification

H Zhao, X Sun, F Gao, J Dong

Remote Sensing 14 (10), 248332022

LSENet: Location and Seasonality Enhanced Network for Multiclass Ocean Front Detection

C Xie, H Guo, J Dong

IEEE Transactions on Geoscience and Remote Sensing 60, 1-932022

Scalable motif counting for large-scale temporal graphs

Z Gao, C Cheng, Y Yu, L Cao, C Huang, J Dong

2022 IEEE 38th International Conference on Data Engineering (ICDE), 2656-266832022

Dual discriminator adversarial distillation for data-free model compression

H Zhao, X Sun, J Dong, M Manic, H Zhou, H Yu

International Journal of Machine Learning and Cybernetics, 1-18122022

Learning general feature descriptor for visual measurement with hierarchical view consistency

Y Rao, J Yang, Y Ju, C Li, E Rigall, H Fan, J Dong

IEEE Transactions on Instrumentation and Measurement 71, 1-1222022

An accurate box localization method based on rotated-RPN with weighted edge attention for bin picking

F Yao, S Wang, R Li, L Chen, F Gao, J Dong

Neurocomputing 482, 264-27742022

Adaptive Gabor convolutional networks

Y Yuan, LN Wang, G Zhong, W Gao, W Jiao, J Dong, B Shen, D Xia, ...

Pattern Recognition 124, 108495122022

OFExplorer: multi-facetted visual analysis of ocean front

C Xie, J Song, J Dong

Journal of Visualization, 1-1212022

Temporal moment localization via natural language by utilizing video question answers as a special variant and bypassing nlp for corpora

HS Nawaz, Z Shi, Y Gan, A Hirpa, J Dong, H Zheng

IEEE Transactions on Circuits and Systems for Video Technology 32 (9), 6174-6185102022

Change detection from synthetic aperture radar images via dual path denoising network

J Wang, F Gao, J Dong, Q Du, HC Li

IEEE Journal of Selected Topics in Applied Earth Observations and Remote …92022

Self-attention neural architecture search for semantic image segmentation

Z Fan, G Hu, X Sun, G Wang, J Dong, C Su

Knowledge-Based Systems 239, 107968232022

Spatio-temporal representation learning with social tie for personalized poi recommendation

S Dai, Y Yu, H Fan, J Dong

Data Science and Engineering 7 (1), 44-56252022

Near-field photometric stereo using a ring-light imaging device

H Fan, Y Rao, E Rigall, L Qi, Z Wang, J Dong

Signal Processing: Image Communication 102, 11660512022

Learning conditional photometric stereo with high-resolution features

Y Ju, Y Peng, M Jian, F Gao, J Dong

Computational Visual Media 8, 105-118202022

SSCU-Net: Spatial–spectral collaborative unmixing network for hyperspectral images

L Qi, F Gao, J Dong, X Gao, Q Du

IEEE Transactions on Geoscience and Remote Sensing 60, 1-15122022

Change detection from synthetic aperture radar images via graph-based knowledge supplement network

J Wang, F Gao, J Dong, S Zhang, Q Du

IEEE Journal of Selected Topics in Applied Earth Observations and Remote …192022

A deep-shallow and global–local multi-feature fusion network for photometric stereo

Y Liu, Y Ju, M Jian, F Gao, Y Rao, Y Hu, J Dong

Image and Vision Computing 118, 104368122022

3d hand pose estimation from monocular rgb with feature interaction module

S Guo, E Rigall, Y Ju, J Dong

IEEE Transactions on Circuits and Systems for Video Technology 32 (8), 5293-530692022

An efficient algorithm for ocean-front evolution trend recognition

Y Yang, KM Lam, X Sun, J Dong, R Lguensat

Remote Sensing 14 (2), 25952022

Temporal multi-view graph convolutional networks for citywide traffic volume inference

S Dai, J Wang, C Huang, Y Yu, J Dong

2021 IEEE International Conference on Data Mining (ICDM), 1042-104792021

An RFID tag localization method based on hologram mask and discrete cosine transform

E Rigall, X Wang, Q Chen, S Zhang, J Dong

IEEE Transactions on Instrumentation and Measurement 71, 1-1272021

Knowledge distillation via instance-level sequence learning

H Zhao, X Sun, J Dong, Z Dong, Q Li

Knowledge-Based Systems 233, 107519162021

Transrpn: Towards the transferable adversarial perturbations using region proposal networks and beyond

Y Li, MC Chang, P Sun, H Qi, J Dong, S Lyu

Computer Vision and Image Understanding 213, 10330242021

Embedded attention network for semantic segmentation

Q Lv, M Feng, X Sun, J Dong, C Chen, Y Zhang

IEEE Robotics and Automation Letters 7 (1), 326-33332021

Physics-guided generative adversarial networks for sea subsurface temperature prediction

Y Meng, E Rigall, X Chen, F Gao, J Dong, S Chen

IEEE transactions on neural networks and learning systems122021

A graph-based semi-supervised multi-label learning method based on label correlation consistency

Q Zhang, G Zhong, J Dong

Cognitive Computation 13 (6), 1564-157352021

Synthetic aperture radar image change detection via siamese adaptive fusion network

Y Gao, F Gao, J Dong, Q Du, HC Li

IEEE Journal of Selected Topics in Applied Earth Observations and Remote …142021

Multi-Modal Aesthetic Assessment for Mobile Gaming Image

Z Lei, Y Xie, S Ling, A Pastor, J Wang, J Dong, P Le Callet

2021 IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP …42021

DLEA: A dynamic learning evolution algorithm for many-objective optimization

G Li, GG Wang, J Dong, WC Yeh, K Li

Information sciences 574, 567-589352021

ACM Transactions on Multimedia Computing, Communications, and Applications …32021

Underwater optical 3-D reconstruction of photometric stereo considering light refraction and attenuation

H Fan, L Qi, C Chen, Y Rao, L Kong, J Dong, H Yu

IEEE Journal of Oceanic Engineering 47 (1), 46-58132021

Gaussian dynamic convolution for efficient single-image segmentation

X Sun, C Chen, X Wang, J Dong, H Zhou, S Chen

IEEE Transactions on Circuits and Systems for Video Technology 32 (5), 2937-2948272021

Incorporating lambertian priors into surface normals measurement

Y Ju, M Jian, S Guo, Y Wang, H Zhou, J Dong

IEEE Transactions on Instrumentation and Measurement 70, 1-13222021

Marine animal segmentation

L Li, B Dong, E Rigall, T Zhou, J Dong, G Chen

IEEE Transactions on Circuits and Systems for Video Technology 32 (4), 2303-2314222021

Explicit Filterbank Learning for Neural Image Style Transfer and Image Processing

X Dong, J Dong, MJ Chantler

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 43 (7), 2429-24482021

GPNet: gated pyramid network for semantic segmentation

Y Zhang, X Sun, J Dong, C Chen, Q Lv

Pattern Recognition 115, 107940322021

Learning the precise feature for cluster assignment

Y Gan, X Dong, H Zhou, F Gao, J Dong

IEEE Transactions on Cybernetics 52 (8), 8587-860032021

Improved nsga-iii with second-order difference random strategy for dynamic multi-objective optimization

H Zhang, GG Wang, J Dong, AH Gandomi

Processes 9 (6), 911102021

Wallpaper texture generation and style transfer based on multi-label semantics

Y Gao, X Feng, T Zhang, E Rigall, H Zhou, L Qi, J Dong

IEEE Transactions on Circuits and Systems for Video Technology 32 (3), 1552-156372021

Fusing attributed and topological global-relations for network embedding

X Sun, Y Yu, Y Liang, J Dong, C Plant, C Böhm

Information Sciences 558, 76-9082021

Change detection in synthetic aperture radar images using a dual-domain network

X Qu, F Gao, J Dong, Q Du, HC Li

IEEE Geoscience and Remote Sensing Letters 19, 1-5442021

Motif-preserving dynamic attributed network embedding

Z Liu, C Huang, Y Yu, J Dong

Proceedings of the Web Conference 2021, 1629-1638382021

Mask-shadownet: Toward shadow removal via masked adaptive instance normalization

S He, B Peng, J Dong, Y Du

IEEE Signal Processing Letters 28, 957-96142021

Local and global perception generative adversarial network for facial expression synthesis

Y Xia, W Zheng, Y Wang, H Yu, J Dong, FY Wang

IEEE Transactions on Circuits and Systems for Video Technology 32 (3), 1443-1452332021

Visual saliency detection by integrating spatial position prior of object with background cues

M Jian, J Wang, H Yu, G Wang, X Meng, L Yang, J Dong, Y Yin

Expert Systems with Applications 168, 114219452021

Image Inpainting of Multi-Spectral Image with Laser Lines Based on Generative Adversarial Network

L Lu, G Zhong, J Dong

Journal of Physics: Conference Series 1880 (1), 0120112021

Mars: parallelism-based metrically accurate 3d reconstruction system in real-time

S Zhang, T Wang, G Li, J Dong, H Yu

Journal of Real-Time Image Processing 18, 393-40522021

Remote sensing image translation via style-based recalibration module and improved style discriminator

T Zhang, F Gao, J Dong, Q Du

IEEE Geoscience and Remote Sensing Letters 19, 1-572021

Three-dimensional Reconstruction with a laser line based on image in-painting and multi-spectral Photometric stereo

L Lu, H Zhu, J Dong, Y Ju, H Zhou

Sensors 21 (6), 213122021

Real-time 3D facial tracking via cascaded compositional learning

J Lou, X Cai, J Dong, H Yu

IEEE Transactions on Image Processing 30, 3844-385752021

Super-resolution on remote sensing images

Y Yang, KM Lam, J Dong, X Sun, M Jian

International Workshop on Advanced Imaging Technology (IWAIT) 2021 11766 …2021

Recovering surface normal and arbitrary images: A dual regression network for photometric stereo

Y Ju, J Dong, S Chen

IEEE Transactions on Image Processing 30, 3676-3690372021

Multimodal gait recognition for neurodegenerative diseases

A Zhao, J Li, J Dong, L Qi, Q Zhang, N Li, X Wang, H Zhou

IEEE transactions on cybernetics 52 (9), 9439-9453372021

Change detection from SAR images based on deformable residual convolutional neural networks

J Wang, F Gao, J Dong

Proceedings of the 2nd ACM International Conference on Multimedia in Asia, 1-742021

Associated spatio-temporal capsule network for gait recognition

A Zhao, J Dong, J Li, L Qi, H Zhou

IEEE Transactions on Multimedia 24, 846-860332021

Cascade regression-based face frontalization for dynamic facial expression analysis

Y Wang, X Dong, G Li, J Dong, H Yu

Cognitive Computation, 1-14202021

Linearly augmented real-time 4D expressional face capture

S Zhang, H Yu, T Wang, J Dong, TD Pham

Information Sciences 545, 331-34372021

Parallel complement network for real-time semantic segmentation of road scenes

Q Lv, X Sun, C Chen, J Dong, H Zhou

IEEE Transactions on Intelligent Transportation Systems 23 (5), 4432-4444202021

Underwater image processing and analysis: A review

M Jian, X Liu, H Luo, X Lu, H Yu, J Dong

Signal Processing: Image Communication 91, 116088752021

RSAN: Residual subtraction and attention network for single image super-resolution

S Wei, X Sun, H Zhao, J Dong

2020 25th International Conference on Pattern Recognition (ICPR), 1-642021

Arbitrary Style Transfer with Parallel Self-Attention

T Zhang, Y Gao, F Gao, L Qi, J Dong

2020 25th International Conference on Pattern Recognition (ICPR), 1406-141322021

Pay attention to devils: A photometric stereo network for better details

Y Ju, KM Lam, Y Chen, L Qi, J Dong

Proceedings of the Twenty-Ninth International Conference on International …292021

Low-rank tensor completion by approximating the tensor average rank

Z Wang, J Dong, X Liu, X Zeng

Proceedings of the IEEE/CVF International Conference on Computer Vision …22021

Multi-modal multi-action video recognition

Z Shi, J Liang, Q Li, H Zheng, Z Gu, J Dong, B Zheng

Proceedings of the IEEE/CVF International Conference on Computer Vision …62021

Image harmonization with transformer

Z Guo, D Guo, H Zheng, Z Gu, B Zheng, J Dong

Proceedings of the IEEE/CVF international conference on computer vision …372021

Personalized poi recommendation: spatio-temporal representation learning with social tie

S Dai, Y Yu, H Fan, J Dong

Database Systems for Advanced Applications: 26th International Conference …92021

Self-supervised representation learning by predicting visual permutations

Q Zhao, J Dong

Knowledge-Based Systems 210, 10653492020

Learning photometric stereo via manifold-based mapping

Y Ju, M Jian, J Dong, KM Lam

2020 IEEE International Conference on Visual Communications and Image …122020

Saliency detection using multiple low-level priors and a propagation mechanism

M Jian, J Wang, J Dong, C Cui, X Nie, Y Yin

Multimedia Tools and Applications 79, 33467-3348252020

A deep framework for eddy detection and tracking from satellite sea surface height data

X Sun, M Zhang, J Dong, R Lguensat, Y Yang, X Lu

IEEE Transactions on Geoscience and Remote Sensing 59 (9), 7224-7234302020

Perceptual underwater image enhancement with deep learning and physical priors

L Chen, Z Jiang, L Tong, Z Liu, A Zhao, Q Zhang, J Dong, H Zhou

IEEE Transactions on Circuits and Systems for Video Technology 31 (8), 3078-3092692020

Two-stage deep regression enhanced depth estimation from a single RGB image

J Sun, Z Wang, H Yu, S Zhang, J Dong, P Gao

IEEE Transactions on Emerging Topics in Computing 10 (2), 719-72762020

Compressing deep networks by neuron agglomerative clustering

LN Wang, W Liu, X Liu, G Zhong, PP Roy, J Dong, K Huang

Sensors 20 (21), 603332020

Dynamic representation learning for large-scale attributed networks

Z Liu, C Huang, Y Yu, P Song, B Fan, J Dong

Proceedings of the 29th ACM International Conference on Information …142020

Fast attributed multiplex heterogeneous network embedding

Z Liu, C Huang, Y Yu, B Fan, J Dong

Proceedings of the 29th ACM International Conference on Information …212020

Underwater Enhancement Model via Reverse Dark Channel Prior

Y Shen, H Zhao, X Sun, Y Zhang, J Dong

Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 447-4592020

Region based parallel hierarchy convolutional neural network for automatic facial nerve paralysis evaluation

X Liu, Y Xia, H Yu, J Dong, M Jian, TD Pham

IEEE Transactions on Neural Systems and Rehabilitation Engineering 28 (10 …332020

Modeling and analysis of the ocean dynamic with Gaussian complex network

X Sun, Y Yu, Y Yang, J Dong, C Böhm, X Chen

Chinese Physics B 29 (10), 10890152020

Texture classification using pair-wise difference pooling-based bilinear convolutional neural networks

X Dong, H Zhou, J Dong

IEEE Transactions on Image Processing 29, 8776-8790152020

Adaptive dropblock-enhanced generative adversarial networks for hyperspectral image classification

J Wang, F Gao, J Dong, Q Du

IEEE Transactions on Geoscience and Remote Sensing 59 (6), 5040-5053432020

Distilling ordinal relation and dark knowledge for facial age estimation

Q Zhao, J Dong, H Yu, S Chen

IEEE Transactions on Neural Networks and Learning Systems 32 (7), 3108-3121222020

Highlight every step: Knowledge distillation via collaborative teaching

H Zhao, X Sun, J Dong, C Chen, Z Dong

IEEE Transactions on Cybernetics 52 (4), 2070-2081372020

A joint guidance-enhanced perceptual encoder and atrous separable pyramid-convolutions for image inpainting

Y Zhang, Y Wang, J Dong, L Qi, H Fan, X Dong, M Jian, H Yu

Neurocomputing 396, 1-1242020

A proposed framework for improved software requirements elicitation process in SCRUM: Implementation by a real‐life Norway‐based IT project

H Saeeda, J Dong, Y Wang, MA Abid

Journal of Software: Evolution and Process 32 (7), e2247322020

Developing a microscopic image dataset in support of intelligent phytoplankton detection using deep learning

Q Li, X Sun, J Dong, S Song, T Zhang, D Liu, H Zhang, S Han

ICES Journal of Marine Science 77 (4), 1427-1439402020

Graph-based CNNs with self-supervised module for 3D hand pose estimation from monocular RGB

S Guo, E Rigall, L Qi, X Dong, H Li, J Dong

IEEE Transactions on Circuits and Systems for Video Technology 31 (4), 1514-1525272020

Enhancing MOEA/D with information feedback models for large-scale many-objective optimization

Y Zhang, GG Wang, K Li, WC Yeh, M Jian, J Dong

Information Sciences 522, 1-161352020

Exploring ubiquitous relations for boosting classification and localization

X Sun, C Chen, J Dong, D Liu, G Hu

Knowledge-Based Systems 196, 10582492020

Augmented visual feature modeling for matching in low-visibility based on cycle-labeling of Superpixel Flow

S Zhang, H Yu, T Wang, J Dong

Knowledge-Based Systems 195, 10569942020

Learning deep relations to promote saliency detection

C Chen, X Sun, Y Hua, J Dong, H Xv

Proceedings of the AAAI Conference on Artificial Intelligence 34 (07), 10510 …152020

A dual-cue network for multispectral photometric stereo

Y Ju, X Dong, Y Wang, L Qi, J Dong

Pattern Recognition 100, 107162232020

Random shapley forests: cooperative game-based random forests with consistency

J Sun, H Yu, G Zhong, J Dong, S Zhang, H Yu

IEEE transactions on cybernetics 52 (1), 205-214222020

DNA computing inspired deep networks design

G Zhong, T Li, W Jiao, LN Wang, J Dong, CL Liu

Neurocomputing 382, 140-147152020

The Importance of Phase to Texture Discrimination and Similarity

X Dong, Y Gao, J Dong, MJ Chantler

IEEE Transactions on Visualization and Computer Graphics 27 (9), 3755-376812020

SAR image change detection based on multiscale capsule network

Y Gao, F Gao, J Dong, HC Li

IEEE Geoscience and Remote Sensing Letters 18 (3), 484-488462020

Few-shot learning for domain-specific fine-grained image classification

X Sun, H Xv, J Dong, H Zhou, C Chen, Q Li

IEEE Transactions on Industrial Electronics 68 (4), 3588-3598632020

Survey of procedural methods for two-dimensional texture generation

J Dong, J Liu, K Yao, M Chantler, L Qi, H Yu, M Jian

Sensors 20 (4), 1135122020

MPS-Net: Learning to recover surface normal for multispectral photometric stereo

Y Ju, L Qi, J He, X Dong, F Gao, J Dong

Neurocomputing 375, 62-70182020

Profit maximization problem with coupons in social networks

B Liu, X Li, H Wang, Q Fang, J Dong, W Wu

Theoretical Computer Science 803, 22-35122020

Perceptual texture similarity estimation: An evaluation of computational features

X Dong, J Dong, MJ Chantler

IEEE Transactions on Pattern Analysis and Machine Intelligence 43 (7), 2429-244892020

Anomaly detection in high-dimensional data based on autoregressive flow

Y Yu, P Lv, X Tong, J Dong

Database Systems for Advanced Applications: 25th International Conference …22020

Hybrid regression and isophote curvature for accurate eye center localization

Y Xia, J Lou, J Dong, L Qi, G Li, H Yu

Multimedia Tools and Applications 79, 805-824112020

Behavior of crossover operators in NSGA-III for large-scale optimization problems

JH Yi, LN Xing, GG Wang, J Dong, AV Vasilakos, AH Alavi, L Wang

Information Sciences 509, 470-4871872020

A new calibration method for line-structured light vision sensors based on concentric circle feature

M Shao, J Dong, AH Madessa

Journal of the European Optical Society-Rapid Publications 15, 1-11132019

Change detection from synthetic aperture radar images based on channel weighting-based deep cascade network

Y Gao, F Gao, J Dong, S Wang

IEEE journal of selected topics in applied earth observations and remote …532019

WaveNet: learning to predict wave height and period from accelerometer data using convolutional neural network

T Liu, Y Zhang, L Qi, J Dong, M Lv, Q Wen

IOP Conference Series: Earth and Environmental Science 369 (1), 012001122019

A perception-inspired deep learning framework for predicting perceptual texture similarity

Y Gao, Y Gan, L Qi, H Zhou, X Dong, J Dong

IEEE Transactions on Circuits and Systems for Video Technology 30 (10), 3714 …92019

A survey on visual analysis of ocean data

C Xie, M Li, H Wang, J Dong

Visual informatics 3 (3), 113-128262019

Predicting Perceptual Ocean Surface Wind From Images

Y Gao, X Chang, J Dong, J Feng, L Qi

PERCEPTION 48, 203-2032019

Learning the traditional art of Chinese calligraphy via three-dimensional reconstruction and assessment

M Jian, J Dong, M Gong, H Yu, L Nie, Y Yin, KM Lam

IEEE Transactions on Multimedia 22 (4), 970-979342019

Network structure and transfer behaviors embedding via deep prediction model

X Sun, Z Song, J Dong, Y Yu, C Plant, C Böhm

Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 5041-5048122019

Maximizing profit of multiple adoptions in social networks with a martingale approach

B Liu, Y Yan, Q Fang, J Dong, W Wu, H Wang

Journal of Combinatorial Optimization 38, 1-2052019

Accurate Ulva prolifera regions extraction of UAV images with superpixel and CNNs for ocean environment monitoring

S Wang, L Liu, L Qu, C Yu, Y Sun, F Gao, J Dong

Neurocomputing 348, 158-168352019

The extended marine underwater environment database and baseline evaluations

M Jian, Q Qi, H Yu, J Dong, C Cui, X Nie, H Zhang, Y Yin, KM Lam

Applied Soft Computing 80, 425-437602019

Monocular visual-IMU odometry: A comparative evaluation of detector–descriptor-based methods

X Dong, X Dong, J Dong, H Zhou

IEEE Transactions on Intelligent Transportation Systems 21 (6), 2471-2484142019

Transferred deep learning for sea ice change detection from synthetic-aperture radar images

Y Gao, F Gao, J Dong, S Wang

IEEE Geoscience and Remote Sensing Letters 16 (10), 1655-1659582019

Trinocular vision system based on cameras with tilt–shift lens

M Shao, J Dong

Journal of Optics 48 (1), 43-4822019

Sea ice change detection in SAR images based on convolutional-wavelet neural networks

F Gao, X Wang, Y Gao, J Dong, S Wang

IEEE Geoscience and Remote Sensing Letters 16 (8), 1240-12441322019

Deep pixel‐to‐pixel network for underwater image enhancement and restoration

X Sun, L Liu, Q Li, J Dong, E Lima, R Yin

IET Image Processing 13 (3), 469-474642019

Cascaded one-vs-rest detection network for fine-grained recognition without part annotations

L Chen, S Wang, KM Lam, H Zhou, M Jian, J Dong

Multimedia Tools and Applications 78, 4381-439522019

A fast internal wave detection method based on PCANet for ocean monitoring

S Wang, Q Dong, L Duan, Y Sun, M Jian, J Li, J Dong

Journal of Intelligent Systems 28 (1), 103-11382019

Enhanced LSTM with batch normalization

LN Wang, G Zhong, S Yan, J Dong, K Huang

Neural Information Processing: 26th International Conference, ICONIP 2019 …42019

Rrnet: A hybrid detector for object detection in drone-captured images

C Chen, Y Zhang, Q Lv, S Wei, X Wang, X Sun, J Dong

Proceedings of the IEEE/CVF International Conference on Computer Vision …872019

A hierarchically trained generative network for robust facial symmetrization

S Zhang, T Wang, Y Peng, J Dong

Technology and Health Care 27 (S1), 217-2272019

Oceanic Data Analysis with Deep Learning Models

G Zhong, LN Wang, Q Zhang, E Lima, X Sun, J Dong, H Wang, B Shen

Deep Learning: Fundamentals, Theory and Applications, 139-1602019

Photometric stereo on large flattened surfaces using image stitching

T Zhu, L Qi, H Fan, J Dong

Procedia computer science 147, 247-25312019

Stock market prediction based on generative adversarial network

K Zhang, G Zhong, J Dong, S Wang, Y Wang

Procedia computer science 147, 400-4062262019

A procedural texture generation framework based on semantic descriptions

J Dong, L Wang, J Liu, Y Gao, L Qi, X Sun

Knowledge-Based Systems 163, 898-906172019

A hybrid spatio-temporal model for detection and severity rating of Parkinson’s disease from gait data

A Zhao, L Qi, J Li, J Dong, H Yu

Neurocomputing 315, 1-81222018

Asymmetric filtering-based dense convolutional neural network for person re-identification combined with Joint Bayesian and re-ranking

S Wang, X Zhang, L Chen, H Zhou, J Dong

Journal of Visual Communication and Image Representation 57, 262-27132018

Saliency detection based on background seeds by object proposals and extended random walk

M Jian, R Zhao, X Sun, H Luo, W Zhang, H Zhang, J Dong, Y Yin, KM Lam

Journal of Visual Communication and Image Representation 57, 202-211152018

An improved NSGA-III algorithm with adaptive mutation operator for Big Data optimization problems

JH Yi, S Deb, J Dong, AH Alavi, GG Wang

Future Generation Computer Systems 88, 571-5851752018

Content-based image retrieval via a hierarchical-local-feature extraction scheme

M Jian, Y Yin, J Dong, KM Lam

Multimedia Tools and Applications 77, 29099-29117342018

Inpainting of remote sensing SST images with deep convolutional generative adversarial network

J Dong, R Yin, X Sun, Q Li, Y Yang, X Qin

IEEE geoscience and remote sensing letters 16 (2), 173-177692018

Banzhaf random forests: Cooperative game theory based random forests with consistency

J Sun, G Zhong, K Huang, J Dong

Neural Networks 106, 20-29352018

A multiscale deep framework for ocean fronts detection and fine-grained location

X Sun, C Wang, J Dong, E Lima, Y Yang

IEEE Geoscience and Remote Sensing Letters 16 (2), 178-182142018

Sea Ice Change Detection from SAR Images Based on Canonical Correlation Analysis and Contractive Autoencoders

X Wang, F Gao, J Dong, S Wang

Pacific Rim Conference on Multimedia, 748-7572018

Learning-based texture synthesis and automatic inpainting using support vector machines

X Dong, J Dong, G Sun, Y Duan, L Qi, H Yu

IEEE Transactions on Industrial Electronics 66 (6), 4777-4787112018

Spectral and spatial classification of hyperspectral images based on random multi-graphs

F Gao, Q Wang, J Dong, Q Xu

Remote Sensing 10 (8), 1271592018

Robust and effective mesh denoising using L0 sparse regularization

Y Zhao, H Qin, X Zeng, J Xu, J Dong

Computer-Aided Design 101, 82-97272018

Comprehensive assessment of non-uniform illumination for 3D heightmap reconstruction in outdoor environments

M Jian, Y Yin, J Dong, W Zhang

Computers in Industry 99, 110-118252018

Sea ice change detection in SAR images based on collaborative representation

Y Gao, F Gao, J Dong, S Wang

IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …132018

Kinect Depth Recovery via the Cooperative Profit Random Forest Algorithm

J Sun, Q Lin, X Zhang, J Dong, Y Hui

2018

Complex Network Modeling and Visualization Analysis for Ocean Observation Data

X Sun, Z Li, J Dong, YY LuoXinyan

Journal of system simulation 30 (7), 244522018

Sea Ice Change Detection from Synthetic Aperture Radar Images Based on Self-Paced Boosting Learning

Q Wang, F Gao, J Dong, S Wang

2018 Fifth International Workshop on Earth Observation and Remote Sensing …12018

Saliency detection using quaternionic distance based weber local descriptor and level priors

M Jian, Q Qi, J Dong, X Sun, Y Sun, KM Lam

Multimedia tools and applications 77, 14343-14360432018

Study of Enteromorpha Idendification Based on Machine Learning Technology

X Ma, X Sun, J Dong, Q Li, H Su

2018 OCEANS-MTS/IEEE Kobe Techno-Oceans (OTO), 1-82018

Perception-driven procedural texture generation from examples

J Liu, Y Gan, J Dong, L Qi, X Sun, M Jian, L Wang, H Yu

Neurocomputing 291, 21-3472018

Integrating QDWD with pattern distinctness and local contrast for underwater saliency detection

M Jian, Q Qi, J Dong, Y Yin, KM Lam

Journal of visual communication and image representation 53, 31-41912018

Specular reflection removal of ocean surface remote sensing images from UAVs

S Wang, C Yu, Y Sun, F Gao, J Dong

Multimedia Tools and Applications 77, 11363-11379162018

The visual word booster: A spatial layout of words descriptor exploiting contour cues

X Dong, J Dong

IEEE Transactions on Image Processing 27 (8), 3904-391782018

Dual channel LSTM based multi-feature extraction in gait for diagnosis of Neurodegenerative diseases

A Zhao, L Qi, J Dong, H Yu

Knowledge-Based Systems 145, 91-97682018

Three-dimensional reconstruction from single image base on combination of CNN and multi-spectral photometric stereo

L Lu, L Qi, Y Luo, H Jiao, J Dong

Sensors 18 (3), 764172018

Dense 3D facial reconstruction from a single depth image in unconstrained environment

S Zhang, H Yu, T Wang, L Qi, J Dong, H Liu

Virtual Reality 22, 37-4692018

Reducing and stretching deep convolutional activation features for accurate image classification

G Zhong, S Yan, K Huang, Y Cai, J Dong

Cognitive Computation 10, 179-186392018

Transferring deep knowledge for object recognition in low-quality underwater videos

X Sun, J Shi, L Liu, J Dong, C Plant, X Wang, H Zhou

Neurocomputing 275, 897-908852018

Object Detection Based on CNNs: Current and Future Directions

L Chen, AH Sadka, J Dong, H Zhou

Recent Trends in Computer Applications: Best Studies from the 2017 …2018

Deep Gabor scattering network for image classification

LN Wang, B Liu, H Wang, G Zhong, J Dong

Pattern Recognition and Computer Vision: First Chinese Conference, PRCV 2018 …42018

A Deep Variational Autoencoder Approach for Robust Facial Symmetrization.

T Wang, S Zhang, J Dong, Y Liang

BMVC, 31812018

Fusing visual saliency for material recognition

L Qi, Y Xu, X Shang, J Dong

Proceedings of the IEEE Conference on Computer Vision and Pattern …62018

Relative flow estimates for shot boundary detection

M Jian, Y Yin, J Dong

Pattern Recognition and Image Analysis 28, 53-5832018

Synthetic aperture radar image change detection based on frequency-domain analysis and random multigraphs

F Gao, X Wang, J Dong, S Wang

Journal of Applied Remote Sensing 12 (1), 016010-016010112018

An Internal Waves Detection Method Based on PCANet for Images Captured from UAV

Q Dong, S Wang, M Jian, Y Sun, J Dong

Cloud Computing, Security, Privacy in New Computing Environments: 7th …12018

Natural image illuminant estimation via deep non‐negative matrix factorisation

X Liu, G Zhong, J Dong

IET Image Processing 12 (1), 121-12552018

A CFCC-LSTM model for sea surface temperature prediction

Y Yang, J Dong, X Sun, E Lima, Q Mu, X Wang

IEEE Geoscience and Remote Sensing Letters 15 (2), 207-2111902017

Refractive laser triangulation and photometric stereo in underwater environment

H Fan, L Qi, Y Ju, J Dong, H Yu

Optical Engineering 56 (11), 113101-113101232017

Encoding spectral and spatial context information for hyperspectral image classification

X Sun, F Zhou, J Dong, F Gao, Q Mu, X Wang

IEEE Geoscience and Remote Sensing Letters 14 (12), 2250-2254292017

Automatic Chinese postal address block location using proximity descriptors and cooperative profit random forests

X Dong, J Dong, H Zhou, J Sun, D Tao

IEEE Transactions on Industrial Electronics 65 (5), 4401-4412102017

Deviation correction method for close-range photometric stereo with nonuniform illumination

H Fan, L Qi, N Wang, J Dong, Y Chen, H Yu

Optical Engineering 56 (10), 103102-103102222017

Application of deep convolutional neural networks for ocean front recognition

E Lima, X Sun, Y Yang, J Dong

Journal of Applied Remote Sensing 11 (4), 042610-042610132017

Cascade support vector regression-based facial expression-aware face frontalization

Y Wang, H Yu, J Dong, M Jian, H Liu

2017 IEEE International Conference on Image Processing (ICIP), 2831-2835132017

Person re-identification with deep dense feature representation and Joint Bayesian

S Wang, L Duan, N Yang, J Dong

2017 IEEE International Conference on Image Processing (ICIP), 3560-356432017

Prediction of sea surface temperature using long short-term memory

Q Zhang, H Wang, J Dong, G Zhong, X Sun

IEEE geoscience and remote sensing letters 14 (10), 1745-17493242017

The OUC-vision large-scale underwater image database

M Jian, Q Qi, J Dong, Y Yin, W Zhang, KM Lam

2017 IEEE International Conference on Multimedia and Expo (ICME), 1297-1302502017

Perception driven texture generation

Y Gan, H Chi, Y Gao, J Liu, G Zhong, J Dong

2017 IEEE International Conference on Multimedia and Expo (ICME), 889-894132017

Underwater image enhancement via extended multi-scale Retinex

S Zhang, T Wang, J Dong, H Yu

Neurocomputing 245, 1-92982017

Change detection in SAR images based on deep semi-NMF and SVD networks

F Gao, X Liu, J Dong, G Zhong, M Jian

Remote Sensing 9 (5), 435482017

Monocular visual-IMU odometry using multi-channel image patch exemplars

X Dong, B He, X Dong, J Dong

Multimedia Tools and Applications 76, 11975-1200392017

Random multi-graphs: a semi-supervised learning framework for classification of high dimensional data

Q Zhang, J Sun, G Zhong, J Dong

Image and Vision Computing 60, 30-37222017

Learning and transferring convolutional neural network knowledge to ocean front recognition

E Lima, X Sun, J Dong, H Wang, Y Yang, L Liu

IEEE Geoscience and Remote Sensing Letters 14 (3), 354-358742017

A Two-view Learning Method on Procedural Texture Classification

Y Gao, Y Liu, J Dong, L Qi

2017

Semantic Descriptions and Prediction for Procedural Texture

L Wang, J Liu, X Sun, J Dong, Z Yang

2017

Wallpaper Texture Style Learning and Scene Recommendation Based on Machine Learning

Y Gao, L Wang, J Liu, J Dong, Y Gao

Computer Science and Application 7 (6), 546-55312017

Facial expression-aware face frontalization

Y Wang, H Yu, J Dong, B Stevens, H Liu

Computer Vision–ACCV 2016: 13th Asian Conference on Computer Vision, Taipei …192017

Underwater image colour constancy based on DSNMF

X Liu, G Zhong, C Liu, J Dong

IET Image Processing 11 (1), 38-43192017

Bumpy or Glossy? A Psychophysical Study of the Illusory Gloss on Lambertian Surfaces

T Li, Q Lin, D JunYu

Advances in Psychological Science 24 (Suppl.), 212016

# br# Do Humans Estimate Texture Similarity in a Consistent Way?

D Xinghui, JC Mike, D Junyu

Advances in Psychological Science 24 (Suppl.), 952016

Underwater multi-spectral photometric stereo reconstruction from a single RGBD image

H Jiao, Y Luo, N Wang, L Qi, J Dong, H Lei

2016 Asia-Pacific Signal and Information Processing Association Annual …142016

An overview on data representation learning: From traditional feature learning to recent deep learning

G Zhong, LN Wang, X Ling, J Dong

The Journal of Finance and Data Science 2 (4), 265-2782162016

Ocean front detection from instant remote sensing SST images

Y Yang, J Dong, X Sun, R Lguensat, M Jian, X Wang

IEEE Geoscience and Remote Sensing Letters 13 (12), 1960-1964192016

Marginal deep architectures: Deep learning for small and middle scale applications

Y Zheng, G Zhong, J Dong

12016

Fish recognition from low-resolution underwater images

X Sun, J Shi, J Dong, X Wang

2016 9th International Congress on Image and Signal Processing, BioMedical …472016

Automatic change detection in synthetic aperture radar images based on PCANet

F Gao, J Dong, B Li, Q Xu

IEEE geoscience and remote sensing letters 13 (12), 1792-17962032016

Visual Tsunami Simulation and Disaster Risk Assessment

C Xie, J Xun, X Zhou, J Dong

Journal of System Simulation 28 (10), 256722016

Change detection from synthetic aperture radar images based on neighborhood-based ratio and extreme learning machine

F Gao, J Dong, B Li, Q Xu, C Xie

Journal of Applied Remote Sensing 10 (4), 046019-0460191072016

Guest editorial: Advanced understanding and modelling of human motion in multidimensional spaces

H Yu, J Dong, TD Pham, H Liu

Multimedia Tools and Applications 75, 11595-116022016

Automatic evaluation of the degree of facial nerve paralysis

T Wang, S Zhang, J Dong, L Liu, H Yu

Multimedia Tools and Applications 75, 11893-11908582016

Human fall detection in surveillance video based on PCANet

S Wang, L Chen, Z Zhou, X Sun, J Dong

Multimedia tools and applications 75, 11603-116131302016

Reconstruction of normal and albedo of convex Lambertian objects by solving ambiguity matrices using SVD and optimization method

Y Sun, M Jian, X Zhang, J Dong, L Shen, B Chen

Neurocomputing 207, 95-10492016

Identifying Semantic Attributes for Procedural Textures

Q Wu, J Liu, L Wang, Y Gao, J Dong

PERCEPTION 45, 253-2532016

Visual exploration of tsunami evacuation planning

C Xie, G Ma, Q Li, J Xun, J Dong

Journal of Visualization 19, 475-48752016

Ocean internal waves features extraction by analysis of aerial oblique photography

S Wang, L Chen, J Yang, C Wang, M Jian, L Lin, J Dong

2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …2016

Combining support vector machine with hydrological model to research the impact of hydrological environment change

H Wang, J Wu, J Dong, X Sun, H Ding, J Zeng

OCEANS 2016-Shanghai, 1-42016

凹凸的还是光泽的? 朗伯表面错觉光泽的心理物理研究

L Tian, L Qi, JY Dong

2016

人一致地估计纹理相似度吗?

X Dong, MJ Chantler, J Dong

2016

Perceptual texture retrieval using spatial distributions of textons (SDoT)

X Dong, J Dong, S Wang, MJ Chantler

2015 Asia-Pacific Signal and Information Processing Association Annual …22015

Automatic reconstruction of dense 3D face point cloud with a single depth image

S Zhang, H Yu, J Dong, T Wang, Z Ju, H Liu

2015 IEEE International Conference on Systems, Man, and Cybernetics, 1439-1444102015

The joint effect of mesoscale and microscale roughness on perceived gloss

L Qi, MJ Chantler, JP Siebert, J Dong

Vision research 115, 209-217392015

Topological evolution of virtual social networks by modeling social activities

X Sun, J Dong, R Tang, M Xu, L Qi, Y Cai

Physica A: Statistical Mechanics and its Applications 433, 259-26762015

Stretching deep architectures for text recognition

Y Zheng, Y Cai, G Zhong, Y Chherawala, Y Shi, J Dong

2015 13th International Conference on Document Analysis and Recognition …222015

Three-dimensional reconstruction of traditional Chinese calligraphy arts for realistic perception

M Jian, J Dong

Perception 44, 35-3522015

Predicting Fractal Model Parameters in Accordance with Perceptual Descriptions

J Dong, L Wang, J Liu, Y Gan, X Sun

PERCEPTION 44, 160-1612015

Understanding Relationships between Perceptual Texture Features

J Liu, Y Shi, J Dong, L Qi

PERCEPTION 44, 126-1272015

Visual perception of procedural textures: Identifying perceptual dimensions and predicting generation models

J Liu, J Dong, X Cai, L Qi, M Chantler

PloS one 10 (6), e0130335322015

Fast 3D face reconstruction based on uncalibrated photometric stereo

Y Sun, J Dong, M Jian, L Qi

Multimedia Tools and Applications 74, 3635-3650212015

Probabilistic Index Maps Model Based Embryo Images Segmentation

S Wang, J Dong, X Sun, J Wu, P Zou

Journal of Medical Imaging and Health Informatics 5 (2), 317-3212015

Learning conditional photometric stereo with high-resolution

Y Ju, Y Peng, M Jian, F Gao, J Dong

2015

Visual-patch-attention-aware saliency detection

M Jian, KM Lam, J Dong, L Shen

IEEE transactions on cybernetics 45 (8), 1575-15861732014

Coefficient estimation for cellular texture generation based on visual perception

X Cai, J Liu, L Qi, J Dong

PERCEPTION 43 (1), 107-1072014

Facial paralysis grading: are achromatic images sufficient?

T Wang, L Qi, J Dong, S Zhang, S Wang

Perception 43 (1), 19-1912014

Illumination-insensitive texture discrimination based on illumination compensation and enhancement

M Jian, KM Lam, J Dong

Information Sciences 269, 60-72462014

Why do rough surfaces appear glossy?

L Qi, MJ Chantler, JP Siebert, J Dong

JOSA A 31 (5), 935-943182014

Facial-feature detection and localization based on a hierarchical scheme

M Jian, KM Lam, J Dong

Information Sciences 262, 1-14822014

Interacting gene selection via cooperative game analysis for cancer diagnosis

X Sun, J Dong, M Xu, S Wang, C Xie

Bio-Medical Materials and Engineering 24 (6), 3771-37782014

Automatic recognition of facial movement for paralyzed face

T Wang, J Dong, X Sun, S Zhang, S Wang

Bio-medical materials and engineering 24 (6), 2751-2760342014

FSAM: A fast self-adaptive method for correcting non-uniform illumination for 3D reconstruction

M Jian, J Dong, KM Lam

Computers in industry 64 (9), 1229-1236122013

A novel face-hallucination scheme based on singular value decomposition

M Jian, KM Lam, J Dong

Pattern Recognition 46 (11), 3091-3102632013

Reconstruction of object shape and albedo under inconsistent lighting conditions

Y Sun, J Dong, G McGunnigle, L Qi, M Jian

ICIP12013

The Effect of Gloss on Perceived Roughness

L Qi, C Yang, J Wu, J Dong, M Chantler, S Padilla, Z Liang

PERCEPTION 42, 67-672013

Effective LIC Parameter Selection Based on Human Perception and Conditional Entropy

Y Sun, J Dong, L Qi, S Xin, S Wang

PERCEPTION 42, 222-2222013

Identifying perceptual features of procedural textures

J Liu, J Dong, L Qi, M Chantler

Perception 42, 221-22162013

Facial shape and albedo reconstruction based on a trained prototype

Y Sun, M Jian, J Dong, H Yang, KM Lam

2012 IEEE International Conference on Signal Processing, Communication and …2012

Photometric stereo applied to diffuse surfaces that violate Lambert’s law

G McGunnigle, J Dong, X Wang

JOSA A 29 (4), 627-63652012

Estimating illumination direction of three-dimensional surface texture based on active basis and Mojette transform

J Dong, L Su, Y Zhang, F Autrusseau, Z Yang

Journal of Electronic Imaging 21 (1), 013023-01302342012

How mesoscale and microscale roughness affect perceived gloss

L Qi, MJ Chantler, JP Siebert, J Dong

Proceedings of the 3rd International Conference on Appearance, 48-51132012

Illumination compensation and enhancement for face recognition

M Jian, KM Lam, J Dong

Proceedings of Asia-Pacific Signal and Information Processing Association …82011

Evaluation of the Facial Paralysis Degree

J Dong, Q Wang, S Wang, L Liu

Face Analysis, Modeling, and Recognition Systems. China: Ocean University of …32011

Image retrieval using wavelet-based salient regions

MW Jian, JY Dong, J Ma

The Imaging Science Journal 59 (4), 219-231532011

A system for detecting sea oil leak based on video surveillance

L Qu, J Wang, S Xin, M Qin, J Dong

2011 Third Pacific-Asia Conference on Circuits, Communications and System …72011

Recovering discontinuous surfaces with photometric stereo and laser sectioning

G McGunnigle, J Dong, L Su, Y Fang

Optical Engineering 50 (5), 053605-053605-102011

Capture and fusion of 3d surface texture

M Jian, J Dong

Multimedia Tools and Applications 53, 237-251142011

Contourlet features for 3D surface texture classification and fusion

X Yang, J Dong, Z Liang

PIAGENG 2010: Photonics and Imaging for Agricultural Engineering 7752, 366-3732011

Seamless montage of natural texture

G Cheng, J Dong

2011 3rd International Conference on Advanced Computer Control, 48-5122011

Augmenting photometric stereo with coaxial illumination

G McGunnigle, J Dong

IET computer vision 5 (1), 33-49172011

Predicting flow velocity affected by seaweed resistance using SVM regression

J Dong, Y Song, H Wang, J Zeng, Z Wu

2010 International Conference on Computer Application and System Modeling …32010

Texture synthesis based on multiple seed-blocks and support vector machines

J Dong, R Wang, X Dong

2010 3rd International Congress on Image and Signal Processing 6, 2861-286422010

Illumination estimation of 3D surface texture based on active basis

J Dong, L Su, Y Duan

2010 20th International Conference on Pattern Recognition, 870-87312010

GPU-Based 3D Cellular Surface Texture Relighting

L Jin, JY Dong, P Ji

Advanced Materials Research 121, 177-1822010

Three-Dimensional Multiscale Texture Synthesis

J Dong, Y Wang, Y Song, G Cheng

2010 Third International Symposium on Intelligent Information Technology and …2010

A New Information Hiding Method for Image Watermarking Based on Mojette Transform

C Zhang, J Dong, J Li, F Autrusseau

Proceedings of the Second International Symposium on Networking and Network …12010

Evaluation of facial paralysis degree based on regions

G Cheng, J Dong, S Wang, H Qu

2010 Third International Conference on Knowledge Discovery and Data Mining …232010

3D Surface Texture Synthesis Using Wavelet Coefficient Fitting

M Jian, N Hao, J Dong, R Jiang

Advancing Computing, Communication, Control and Management, 239-2462010

Removing shadows from a single real-world color image

K Yao, J Dong

2009 16th IEEE International Conference on Image Processing (ICIP), 3129-313282009

Intergrating Salient Regions with New Perceptual Texture Features Based on Wavelet Transform for Image Retrieval.

M Jian, N Hao, P Ma, J Dong

J. Softw. 4 (8), 851-85812009

Improving photometric stereo with laser sectioning

J Dong, G McGunnigle, L Su, Y Fang, Y Wang

2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV …102009

Automatic correction of non-uniform illumination for 3D surface heightmap reconstruction

M Jian, F Guo, C Yin, J Dong, B Zhao

2009 IEEE International Conference on Multimedia and Expo, 1402-140542009

Recovery of nonrigid structures from 2D observations

H Zhou, X Li, T Liu, F Lin, Y Pang, J Wu, J Dong, J Wu

International Journal of Pattern Recognition and Artificial Intelligence 22 …32008

An approach to evaluation of degree of facial paralysis based on image processing and pattern recognition

J Dong, Y Lin, L Liu, L Ma, S Wang

JOURNAL OF INFORMATION &COMPUTATIONAL SCIENCE 5 (2), 639-646122008

Removing Color Stain on Vehicle License Plates Based on Texture Synthesis Algorithm

Y LIU, J DONG, S MA, X CHI

Computer Technology and Development2008

A new image compression method based on primal sketch model

Z Li, R Gao, C Guo, J Dong

2007 IEEE International Conference on Multimedia and Expo, 1451-145452007

Hole filling on three-dimensional surface texture

J Dong, S Ma, L Li, Z Yu

2007 IEEE International Conference on Multimedia and Expo, 1299-130292007

Source rock maturity study by capillary tube interferometer

A Yang, W Li, J Dong, J Zhang

27th International Congress on High-Speed Photography and Photonics 6279 …32007

Experimental investigation of the fringe pattern of capillary tube filled with liquid by using focused laser sheet of light

A Yang, W Li, J Dong, G Sun, D Bi, G Yuan, J Zhang

27th International Congress on High-Speed Photography and Photonics 6279 …32007

Measuring the refractive indices of liquids with a capillary tube interferometer

A Yang, W Li, G Yuan, J Dong, J Zhang

Applied optics 45 (31), 7993-7998202006

An Approach to Flight Coupon Images Storage Based on Background Knowledge

S Wang, J Dong, Z Liang, X Qin, S Mou

2006 IEEE International Conference on Information Acquisition, 290-2942006

Flight Coupon Characters Extraction Based on Hierarchical Layout Analysis

S Wang, J Dong

2006 International Conference on Machine Learning and Cybernetics, 3874-38792006

Road junction background reconstruction based on median estimation and support vector machines

S Liu, J Dong, S Wang, G Chen

2006 International Conference on Machine Learning and Cybernetics, 4200-420532006

A fast image rotation algorithm for optical character recognition of Chinese documents

Z Yu, J Dong, Z Wei, J Shen

2006 International Conference on Communications, Circuits and Systems 1, 485-489122006

A simple method for Chinese license plate recognition based on support vector machine

X Chi, J Dong, A Liu, H Zhou

2006 International Conference on Communications, Circuits and Systems 3 …212006

Extraction of Interference Fringe Information Based on Self-adaptive Restoration and Clustering via Distance Histogram

G Sun, J Dong, A Yang, J Wu

2006 6th World Congress on Intelligent Control and Automation 2, 10342-1034622006

Image quantification of high-throughput tissue microarray

J Wu, J Dong, H Zhou

Medical Imaging 2006: Physiology, Function, and Structure from Medical …52006

Content-Based Image Retrieval Key Techniques

F WANG, J DONG, R TANG

Modern Computer2006

Capture and synthesis of 3D surface texture

J Dong, M Chantler

International Journal of Computer Vision 62 (1-2), 177-194942005

Estimating parameters of an illumination model for the synthesis of specular surface textures

J Dong, M Chantler

The Fourth International Conference onComputer and Information Technology …142004

On the relations between three methods for representing 3D surface textures under arbitrary illumination directions

J Dong, M Chantler

The Fourth International Conference onComputer and Information Technology …152004

Comparison of five 3D surface texture synthesis methods

J Dong, M Chantler

Proceeding of the 3rd International Workshop on Texture Analysis & Synthesis 17         2003

Digital Image Processing for 3rd year undergraduates

Computer Vision for postgraduates

1. Dong Junyu (2);Research on low-quality face recognition in uncontrolled complex Scenes, Shandong Artificial Intelligence Society, Natural Science Award, Shandong Artificial Intelligence Science and Technology Award, first prize, 2020-06-15 (Jian Muwei;Dong Junyu)

2. Dong Junyu (1/4);Research on feature Analysis and representation mechanism of multivariate complex Image, Shandong Provincial Natural Science Award, second prize, 2020-12-07 (Junyu Dong;Jian wood;Sun Xin;Peak).

3. Dong Junyu (6/6);Construction and Demonstration of Public Service Platform for Food Safety and Quality Testing, Shandong Provincial People's Government, China Light Industry Federation, Science and Technology Progress Award, third prize, 2018 (Sun Haixin;Li Zhaoxin;Qi Lin;Xiao-jie sun;Cui Lingjun;Dong Junyu).

4. Dong Junyu (2/7);Comparison of curative effect of different acupuncture methods in peripheral facial paralysis and study of computer Evaluation System, Shandong Provincial People's Government, Shandong Provincial Science and Technology Award, third prize, 2014 (Liu Li 'an;Dong Junyu;Pay lina;Wang Shengke;QiQiHua;Ni SAN SAN.Cui Chenhua).

5. Dong Junyu (6/6);Clinical Evaluation and mechanism of acupuncture for selective treatment of Bell facial Paralysis, Chinese Society of Acupuncture and Moxibustion, Science and Technology Award of Chinese Society of Acupuncture and Moxibustion, first prize, 2013(Li Ying;Sinar;Li-an liu;Wu Xi;Zhao Ling;Dong Junyu).

6. Dong Junyu (2/7);Comparison of curative effect of different acupuncture methods in peripheral facial paralysis and study of computer Evaluation System, Qingdao Municipal People's Government, Qingdao Science and Technology Award, second prize, 2012(Liu Li 'an;Dong Junyu;Pay lina;Wang Shengke;QiQiHua;Ni SAN SAN.Cui Chenhua).