WELCOME to the VISION LAB @ Qingdao, OUC



代表性论文


2020


  • Yakun Ju, Lin Qi, Jichao He, Xinghui Dong, Feng Gao, Junyu Dong, MPS-Net: Learning to recover surface normal for multispectral photometric stereo, Neurocomputing, 2020. (SCI, CCF Rank C) [pdf]
  • Jiao-Hong Yi, Li-Ning Xing, Gai-Ge Wang, Junyu Dong, Athanasios V Vasilakos, Amir H Alavi, Ling Wang, Behavior of crossover operators in NSGA-III for large-scale optimization problems, Information Sciences, 2020. (SCI, CCF Rank B) [pdf]
  • Yakun Ju, Xinghui Dong, Yingyu Wang, Lin Qi, Junyu Dong, A Dual-Cue Network for Multispectral Photometric Stereo, Pattern Recognition, 2020. (SCI, CCF Rank B) [pdf]
  • Ying Gao, Yanhai Gan, Lin Qi, Huiyu Zhou, Xinghui Dong, Junyu Dong, A Perception-Inspired Deep Learning Framework for Predicting Perceptual Texture Similarity, IEEE Transactions on Circuits and Systems for Video Technology, 2020.(SCI, CCF Rank B) [pdf]
  • Muwei Jian, Junyu Dong, Maoguo Gong, Hui Yu, Liqiang Nie, Yilong Yin, Kin-Man Lam, Learning the traditional art of Chinese calligraphy via three-dimensional reconstruction and assessment, IEEE Transactions on Multimedia, 2020. (SCI, CCF Rank B) [pdf]
  • Xingshuai Dong, Xinghui Dong, Junyu Dong, Huiyu Zhou, Monocular Visual-IMU Odometry: A Comparative Evaluation of Detector-Descriptor-Based Methods, IEEE Transactions on Intelligent Transportation Systems, 2020. (SCI, CCF Rank B) [pdf]

2019


  • Xin Sun, Zenghui Song, Junyu Dong, Yongbo Yu, Claudia Plant, Christian Böhm, Network Structure and Transfer Behaviors Embedding via Deep Prediction Model, AAAI 2019. (CCF Rank A) [pdf]
  • Changrui Chen, Yu Zhang, Qingxuan Lv, Shuo Wei, Xiaorui Wang, Xin Sun, Junyu Dong, RRNet: A Hybrid Detector for Object Detection in Drone-Captured Images, ICCV Workshop 2019. [pdf]
  • Guoqiang Zhong, Tao Li, Wencong Jiao, Li-Na Wang, Junyu Dong, Cheng-Lin Liu, DNA computing inspired deep networks design, Neurocomputing, 2019. (SCI, CCF Rank C) [pdf]
  • Yunhao Gao, Feng Gao, Junyu Dong, Shengke Wang, Change Detection From Synthetic Aperture Radar Images Based on Channel Weighting-Based Deep Cascade Network, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019.(SCI) [pdf]
  • Xiang Liu, Li-Na Wang, Wenxue Liu, Guoqiang Zhong, Incremental Layers Resection: A Novel Method to Compress Neural Networks, IEEE ACCESS, 2019.(SCI) [pdf]
  • Qiong Li, Xin Sun, Junyu Dong, Shuqun Song, Tongtong Zhang, Dan Liu, Han Zhang, Shuai Han, Developing a microscopic image dataset in support of intelligent phytoplankton detection using deep learning, ICES Journal of Marine Science, 2019.(SCI) [pdf]
  • Ting Wang, Shu Zhang, Li’An Liu, Gengkun Wu, Junyu Dong, Automatic Facial Paralysis Evaluation Augmented by a Cascaded Encoder Network Structure, IEEE ACCESS, 2019.(SCI) [pdf]
  • Yifan Xia, Jianwen Lou, Junyu Dong, Lin Qi, Gongfa Li, Hui Yu, Hybrid regression and isophote curvature for accurate eye center localization, Multimedia Tools and Applications, 2019. (SCI, CCF Rank C) [pdf]
  • Yunhao Gao, Feng Gao, Junyu Dong, Shengke Wang, Transferred Deep Learning for Sea Ice Change Detection From Synthetic-Aperture Radar Images, IEEE Geoscience and Remote Sensing Letters, 2019. (SCI, CCF Rank C) [pdf]
  • Shengke Wang, Lu Liu, Liang Qu, Changyin Yu, Yujuan Sun, Feng Gao, Junyu Dong, Accurate Ulva prolifera regions extraction of UAV images with superpixel and CNNs for ocean environment monitoring, Neurocomputing, 2019. (SCI, CCF Rank C) [pdf]
  • Muwei Jian, Qiang Qi, Hui Yu, Junyu Dong, Chaoran Cui, Xiushan Nie, Huaxiang Zhang, Yilong Yin, Kin-Man Lam, The extended marine underwater environment database and baseline evaluations, Applied Soft Computing, 2019. (SCI) [pdf]
  • Guoqiang Zhong, Kang Zhang, Hongxu Wei, Yuchen Zheng, Junyu Dong, Marginal Deep Architecture: Stacking Feature Learning Modules to Build Deep Learning Models, IEEE ACCESS, 2019. (SCI) [pdf]
  • Feng Gao, Xiao Wang, Yunhao Gao, Junyu Dong, Shengke Wang, Sea Ice Change Detection in SAR Images Based on Convolutional-Wavelet Neural Networks, IEEE Geoscience and Remote Sensing Letters, 2019. (SCI, CCF Rank C) [pdf]
  • Long Chen, Shengke Wang, Kin-Man Lam, Huiyu Zhou, Muwei Jian, Junyu Dong, Cascaded one-vs-rest detection network for fine-grained recognition without part annotations, Multimeida Tools and Applications, 2019. (SCI, CCF Rank C) [pdf]
  • Muwei Jian, Jing Wang, Junyu Dong, Chaoran Cui, Xiushan Nie, Yilong Yin, Saliency detection using multiple low-level priors and a propagation mechanism, Multimedia Tools and Applications, 2019. (SCI, CCF Rank C) [pdf]
  • Junyu Dong, Lina Wang, Jun Liu, Ying Gao, Lin Qi, Xin Sun, A procedural texture generation framework based on semantic descriptions, Knwledge-Based Systems, 2019. (SCI, CCF Rank C) [pdf]

2018


  • Aite Zhao, Lin Qi, Jie Li, Junyu Dong, Hui Yu, A hybrid spatio-temporal model for detection and severity rating of Parkinson’s Disease from gait data, Neurocomputng, 2018. (SCI, CCF Rank C) [pdf]
  • Xin Sun, Lipeng Liu, Qiong Li, Junyu Dong, Estanislau Lima, Ruiying Yin, Deep pixel-to-pixel network for underwater image enhancement and restoration, IET Image Processing, 2018. (SCI, CCF Rank C) [pdf]
  • Shengke Wang, Xiaoyan Zhang, Long Chen, Huiyu Zhou, Junyu Dong, Asymmetric filtering-based dense convolutional neural network for person re-identification combined with Joint Bayesian and re-ranking, Journal of Visual Communication and Image Representation, 2018. (SCI, CCF Rank C) [pdf]
  • Muwei Jian, Runxia Zhao, Xin Sun, Hanjiang Luo, Wenyin Zhang, Huaxiang Zhang, Junyu Dong, Yilong Yin, Kin-Man Lam, Saliency detection based on background seeds by object proposals and extended random walk, Journal of Visual Communication and Image Representation, 2018. (SCI, CCF Rank C) [pdf]
  • Jiao-Hong Yi, Suash Deb, Junyu Dong, Amir H Alavi, Gai-Ge Wang, An improved NSGA-III Algorithm with adaptive mutation operator for big data optimization problems, Future Generation Computer Systems, 2018. (SCI, CCF Rank C) [pdf]
  • Muwei Jian, Yilong Yin, Junyu Dong, Kin-Man Lam,Content-based image retrieval via a hierarchical-local-feature extraction scheme, Multimeida Tools and Applications, 2018. (SCI, CCF Rank C) [pdf]
  • Junyu Dong, Ruiying Yin, Xin Sun, Qiong Li, Yuting Yang, Xukun Qin, Inpainting of Remote Sensing SST Images With Deep Convolutional Generative Adversarial Network, IEEE Geoscience and Remote Sensing Letters, 2018. (SCI, CCF Rank C) [pdf]
  • Jianyuan Sun, Guoqiang Zhong, Kaizhu Huang, Junyu Dong, Banzhaf random forests: Cooperative game theory based random forests with consistency, Neural Networks, 2018. (SCI, CCF Rank B) [pdf]
  • Xin Sun, Changgang Wang, Junyu Dong, Estanislau Lima, Yuting Yang, A Multiscale Deep Framework for Ocean Fronts Detection and Fine-Grained Location, IEEE Geoscience and Remote Sensing Letters, 2018. (SCI, CCF Rank C) [pdf]
  • Xinghui Dong, Junyu Dong, Guimei Sun, Yuanxu Duan, Lin Qi, Hui Yu, Learning-based texture synthesis and automatic inpainting using support vector machines, IEEE Transactions on Industrial Electronics, 2018. (SCI) [pdf]
  • Feng Gao, Qun Wang, Junyu Dong, Qizhi Xu, Spectral and spatial classification of hyperspectral images based on random multi-graphs, Remote Sensing, 2018. (SCI) [pdf]
  • Muwei Jian, Qiang Qi, Junyu Dong, Xin Sun, Yujuan Sun, Kin-Man Lam, Saliency detection using quaternionic distance based weber local descriptor and level priors, Multimedia Tools and Applications, 2018. (SCI, CCF Rank C) [pdf]
  • Yakun Ju, Lin Qi, Huiyu Zhou, Junyu Dong, Liang Lu, Demultiplexing Colored Images for Multispectral Photometric Stereo via Deep Neural Networks, IEEE ACCESS, 2018. (SCI) [pdf]
  • Jun Liu, Yanhai Gan, Junyu Dong, Lin Qi, Xin Sun, Muwei Jian, Lina Wang, Hui Yu, Perception-driven procedural texture generation from examples, Neurocomputing, 2018. (SCI, CCF Rank C) [pdf]
  • Muwei Jian, Qiang Qi, Junyu Dong, Yilong Yin, Kin-Man Lam, Integrating QDWD with pattern distinctness and local contrast for underwater saliency detection, Journal of visual communication and image representations, 2018. (SCI, CCF Rank C) [pdf]
  • Shengke Wang, Changyin Yu, Yujuan Sun, Feng Gao, Junyu Dong, Specular reflection removal of ocean surface remote sensing images from UAVs, Multimeida Tools and Applications, 2018. (SCI, CCF Rank C) [pdf]
  • Xinghui Dong, Junyu Dong, The visual word booster: A spatial layout of words descriptor exploiting contour cues, IEEE Transactions on Image Processing, 2018. (SCI, CCF Rank A) [pdf]
  • Aite Zhao, Lin Qi, Junyu Dong, Hui Yu, Dual channel LSTM based multi-feature extraction in gait for diagnosis of Neurodegenerative diseases, Knowledge-Based Systems, 2018. (SCI, CCF Rank C) [pdf]
  • Shu Zhang, Hui Yu, Ting Wang, Lin Qi, Junyu Dong, Honghai Liu, Dense 3D facial reconstruction from a single depth image in unconstrained environment, Virutal Reality, 2018. (SCI) [pdf]
  • Guoqiang Zhong, Shoujun Yan, Kaizhu Huang, Yajuan Cai, Junyu Dong, Reducing and stretching deep convolutional activation features for accurate image classification, Cognitive Computation, 2018. (SCI) [pdf]
  • Xin Sun, Junyu Shi, Lipeng Liu, Junyu Dong, Claudia Plant, Xinhua Wang, Huiyu Zhou, Transferring deep knowledge for object recognition in Low-quality underwater videos, Neurocomputing, 2018. (SCI) [pdf]
  • Feng Gao, Xiao Wang, Junyu Dong, Shengke Wang, Synthetic aperture radar image change detection based on frequency-domain analysis and random multigraphs, Journal of Applied Remote Sensing, 2018. (SCI) [pdf]

Former


  • S. Zhang, T. Wang, J. Dong, and H. Yu, Underwater Image Enhancement via Extended Multi-Scale Retinex. Neurocomputing, 2017. (SCI, CCF Rank C) [pdf]
  • E. Lima, X. Sun, J. Dong, H. Wang, et al. Learning and Transferring Convolutional Neural Network Knowledge to Ocean Front Recognition. IEEE Geoscience and Remote Sensing Letters, 2017 (SCI, CCF Rank C) [pdf]
  • X. Liu, G. Zhong, C. Liu, J. Dong, Underwater image colour constancy based on DSNMF. IET Image Processing, 2017 (SCI, CCF Rank C) [pdf]
  • Y. Yang, J. Dong, X. Sun, R. Lguensat, et al. Ocean Front Detection from Instant Remote Sensing SST Images. IEEE Geoscience and Remote Sensing Letters, 2016 (SCI, CCF Rank C) [pdf]
  • Q. Zhang, J. Sun, G. Zhong, J. Dong. Random Multi-Graphs: A Semi-Supervised Learning Framework for Classification of High Dimensional Data. Image and Vision Computing, 2016 (SCI, CCF Rank C) [pdf]
  • F. Gao, J. Dong, B. Li, Q. Xu. Automatic Change Detection in Synthetic Aperture Radar Images Based on PCANet. IEEE Geoscience and Remote Sensing Letters, 2016. (SCI, CCF Rank C) [pdf]
  • H. Zhang, G. Zhong. Improving Short Text Classification by Learning Vector Representations of both Words and Hidden Topics. Knowledge-Based System, 102: 76-86, 2016. (SCI, CCF Rank C) [pdf]
  • Y. Zhao, S. Lu, H. Qian, P. Yao. Robust mesh deformation with salient features preservation. SCIENCE CHINA Information Sciences. 2016, 59(5): 052106:1-052106:9 (SCI, CCF Rank B) [pdf]
  • Y. Sun, J. Dong, M. Jian, L. Qi. Fast 3D Face Reconstruction Based on Uncalibrated Photometric Stereo. Multimedia Tools and Applications. 74(11): 3635-3650, 2015 (SCI, CCF Rank C) [pdf]
  • M. Jian, K-M. Lam, J. Dong, L. Shen. Visual-Patch-Attention-Aware Saliency Detection. IEEE Transactions on Cybernetics 45(8): 1575-1586, 2015 (SCI, CCF Rank B) [pdf]
  • M. Jian, K-M. Lam. Simultaneous Hallucination and Recognition of Low-Resolution Faces Based on Singular Value Decomposition. IEEE Tansactions on Circuits and Systems for Video Technology, 2015. (SCI, CCF Rank B) [pdf]
  • G. Zhong, M. Cheriet. Tensor representation learning based image patch analysis for text identification and recognition. Pattern Recognition., 2015. (SCI, CCF Rank B) [pdf]
  • S. Wang, L. Chen, Z. Zhou, X. Sun, J. Dong. Human fall detection in surveillance video based on PCANet. Multimedia Tools and Applications., 2015. (SCI, CCF Rank C) [pdf]