Paper

Technical Report

  1. Primary Object Segmentation in Aerial Videos via Hierarchical Temporal Slicing and Co-Segmentation
    Pengcheng Yuan, Jia Li, Daxin Gu, Yonghong Tian
    arXiv:1806.10274, 2018
  2. Learning a Saliency Evaluation Metric Using Crowdsourced Perceptual Judgments
    Changqun Xia, Jia Li, Jinming Su, Ali Borji
    arXiv:1806.10257, 2018.

2018

  1. A Benchmark Dataset and Saliency-guided Stacked Autoencoders for Video-based Salient Object Detection
    Jia Li*, Changqun Xia and Xiaowu Chen*
    IEEE Transactions on Image Processing (TIP), 27(1), pp. 349-364, 2018.
  2. Exploring Weakly Labeled Images for Video Object Segmentation with Submodular Proposal Selection
    Yu Zhang, Xiaowu Chen, Jia Li, Wei Teng and Haokun Song
    IEEE Transactions on Image Processing, 27(9), pp. 4245-4259, 2018.
  3. Single Image Dehazing Using Ranking Convolutional Neural Network
    Yafei Song, Jia Li, Xiaogang Wang and Xiaowu Chen*
    IEEE Transactions on Multimedia, 20(6), 1548-1560, June 2018.
  4. Semantic Object Segmentation in Tagged Videos via Detection
    Yu Zhang, Xiaowu Chen*, Jia Li, Chen Wang, Changqun Xia, Jun Li
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 40(7), 1741-1754, July 2018.
  5. Collaborative Annotation of Semantic Objects in Images with Multi-granularity Supervisions
    Lishi Zhang, Chenghan Fu, Jia Li*
    ACM Conference on Multimedia (ACM MM), 2018.[Full paper, Oral]
  6. Logical Stitching A Panoramic Image Stitching Method Based on Color Calibration Box
    Weihua Ye, Kaiwen Yu, Yang Yu, Jia Li*
    International Conference on Signal Processing (ICSP), 2018

2017

  1. Learning visual saliency from human fixations for stereoscopic imagesn
    Yuming Fang, Jianjun Lei*, Jia Li, Long Xu, Weisi Lin and Patrick Le Callet
    Neurocomputing, 266, 284-292, 2017.
  2. Multi-task Rank Learning for Image Quality Assessment
    Long Xu, Jia Li, Weisi Lin, Yongbing Zhang*, Lin Ma, Yuming Fang and Yihua Yan
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2017.
  3. Learning Discriminative Subspaces on Random Contrasts for Image Saliency Analysis
    Shu Fang, Jia Li*, Yonghong Tian*, Tiejun Huang, Xiaowu Chen
    IEEE Trans. Neural Networks and Learning Systems, 28(5), 1095-1108, 2017.
  4. Primary Video Object Segmentation via Complementary CNNs and Neighborhood Reversible Flow
    Jia Li*, Anlin Zheng, Xiaowu Chen*,Bin Zhou
    International Conference on Computer Vision (ICCV), 2017.
  5. Look Perceive and Segment: Finding the Salient Objects in Images via Two-stream Fixation-Semantic CNNs
    Xiaowu Chen, Anlin Zheng, Jia Li*,Feng Lu
    International Conference on Computer Vision (ICCV), 2017.
  6. Embedding 3D Geometric Features for Rigid Object Part Segmentation
    Yafei Song, Xiaowu Chen*, Jia Li*,Qinping Zhao
    International Conference on Computer Vision (ICCV), 2017.
  7. Two-Stream Attentive CNNs for Image Retrieval
    Fei Yang, Jia Li*, Shikui Wei*, Qinjie Zheng, Ting Liu ,Yao Zhao
    ACM Conference on Multimedia (ACM MM), 2017.[Full paper, Oral]
  8. Uncovering the Effect of Visual Saliency on Image Retrieval
    Qinjie Zheng, Shikui Wei*, Jia Li, Fei Yang and Yao Zhao
    China Conference on Computer Vision (CCCV), 2017.
  9. What is and What is not a Salient Object? Learning Salient Object Detector by Ensembling Linear Exemplar Regressors
    Changqun Xia, Jia Li, Xiaowu Chen*, Anlin Zheng, Yu Zhang
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
  10. Detecting Masked Faces in the Wild with LLE-CNNs
    Shiming Ge, Jia Li*, Qiting Ye, Zhao Luo
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

2016

  1. Pairwise Comparison and Rank Learning for Image Quality Assessment
    Long Xu*, Jia Li, Weisi Lin, Yun Zhang, Yongbing Zhang and Yihua Yan
    Displays, 44, 21-26, 2016.
  2. 6-DOF Image Localization from Massive Geo-tagged Reference Images
    Yafei Song, Xiaowu Chen*, Xiaogang Wang, Yu Zhang, Jia Li
    IEEE Transactions on Multimedia, 18(8), 1542-1554, 2016.
  3. Light-weight Binary Code Embedding of Local Feature Distribution in Image Search
    Shikui Wei, Yao Zhao*, Jia Li and Yang Zhang
    Neurocomputing, 212, 48-57, 2016.
  4. Measuring Visual Surprise Jointly from Intrinsic and Extrinsic Contexts for Image Saliency Estimation
    Jia Li*, Yonghong Tian*, Xiaowu Chen, Tiejun Huang
    International Journal of Computer Vision (IJCV), 2016.
  5. Structure-adaptive Shape Editing for Man-made Objects
    Qiang Fu, Xiaowu Chen*, Xiaoyu Su, Jia Li and Hongbo Fu
    Computer Graphics Forum (CGF), 2016.
  6. Fuzzy community detection via modularity guided membership-degree propagation
    Hengyuan Zhang, Xiaowu Chen*, Jia Li and Bin Zhou
    Pattern Recognition Letters, 70, pp. 66-72, 2016.
  7. 虚拟现实技术研究进?/div>
    赵沁平,周彬*,李甲,陈小?/div>
    科技导报?016.
  8. Local Shape Transfer for Image Co-segmentation
    Wei Teng, Yu Zhang, Xiaowu Chen*, Jia Li and Zhiqiang He
    British Machine Vision Conference (BMVC), 2016.

2015

  1. Salient Object Detection: A Benchmark
    Ali Borji, Mingming Cheng*, Huaizu Jiang and Jia Li
    IEEE Trans. Image Processing, 24(12), pp. 5706-5722, 2015.
  2. Image Saliency Estimation via Random Walk Guided by Informativeness and Latent Signal Correlations
    Jia Li#, Shu Fang#, Yonghong Tian*, Tiejun Huang and Xiaowu Chen
    Signal Processing: Image Communication, 38, pp. 3-14, 2015.
  3. Finding the Secret of Image Saliency in the Frequency Domain
    Jia Li, Lingyu Duan*, Xiaowu Chen, Tiejun Huang, Yonghong Tian
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 37(12), pp. 2428-2440, 2015
  4. Robust Multiple Cameras Pedestrian Detection with Multi-view Bayesian Network
    Peixi Peng, Yonghong Tian*, Yaowei Wang, Jia Li and Tiejun Huang
    Pattern Recognition, 48(5), pp. 1760-1772, 2015.
  5. Learning Complementary Saliency Priors for Foreground Object Segmentation in Complex Scenes
    Yonghong Tian, Jia Li*, Shui Yu and Tiejun Huang
    International Journal of Computer Vision, 111(2), pp.153-170, 2015.
  6. A Data-driven Metric for Comprehensive Evaluation of Saliency Models
    Jia Li*, Changqun Xia, Yafei Song, Shu Fang, Xiaowu Chen*
    International Conference on Computer Vision (ICCV), 2015.
  7. Adaptive Template for Parsing Object of Indoor Scene Image
    Changqun Xia, Jie Xu, Qing Li, Yu Zhang, Jia Li and Xiaowu Chen*
    International Conference on Virtua lReality and Visualization (ICVRV), 2015.
  8. Co-localization in Noisy Images through Minimizing a Ratio Function
    Chen Wang, Jie Xu, Yu Zhang, Jia Li and Xiaowu Chen*
    International Conference on Virtua lReality and Visualization (ICVRV), 2015.
  9. Beyond Pixel: Context defines everything in saliency
    Jia Li*
    International Conference on Internet Multimedia Computing and Service (ICIMCS), 2015.
  10. Cuboids detection in RGB-D images via maximum weighted clique
    Han Zhang, Xiaowu Chen*, Yu Zhang, Jia Li, Qing Li, Xiaogang Wang
    IEEE International Conference on Multimedia and Expo (ICME), 2015.
  11. Semantic Object Segmentation via Detection in Weakly Labeled Video
    Yu Zhang, Xiaowu Chen*, Jia Li, Chen Wang, Changqun Xia
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.
  12. Fast estimation of relative poses for 6-DOF image localization
    Yafei Song, Xiaowu Chen*, Xiaogang Wang, Yu Zhang, Jia Li
    IEEE International Conference on Multimedia Big Data (BigMM), 2015. [Best Paper Award]
  13. Multi-task Rank Learning for Image Quality Assessment
    Long Xu, Jia Li, Weisi Lin, Yongbing Zhang, Lin Ma, Yuming Fang and Yihua Yan
    ICASSP, 2015

2014

  1. Visual Saliency with Statistical Priors
    Jia Li*, Yonghong Tian* and Tiejun Huang
    International Journal of Computer Vision, 107(3), pp.239-253, 2014.
  2. Rank Learning on Training Set Selection and Image Quality Assessment
    Long Xu, Weisi Lin, Jia Li, Xu Wang, Yihua Yan and Yuming Fang
    ICME, 2014
  3. Video Picture-in-Picture Detection Using Spatio-Temporal Slicing
    Mengren Qian, Luntian Mou, Jia Li and Yonghong Tian
    ICME Workshop, 2014.

2013

  1. Estimating Visual Saliency through Single Image Optimization
    Jia Li, Yonghong Tian*, Lingyu Duan and Tiejun Huang
    IEEE Signal Processing Letters, 20(9), pp. 845-848, 2013.

Before

  1. Removing Label Ambiguity in Learning-Based Visual Saliency Estimation
    Jia Li, Dong Xu* and Wen Gao
    IEEE Transactions on Image Processing (TIP), 21(4), pp. 1513 - 1525, 2012.
  2. Multi-Task Rank Learning for Visual Saliency Estimation
    Jia Li, Yonghong Tian*, Tiejun Huang and Wen Gao
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2011.
  3. Salient region detection and segmentation for general object recognition and image understanding
    Tiejun Huang, Yonghong Tian*, Jia Li and Haonan Yu
    Science China - Information Science, 54(2), pp. 2461-2470, 2011.
  4. Probabilistic Multi-Task Learning for Visual Saliency Estimation in Video
    Jia Li, Yonghong Tian*, Tiejun Huang and Wen Gao
    International Journal of Computer Vision (IJCV), 90(2), pp. 150-165, 2010. .
  5. Cost-Sensitive Rank Learning from Positive and Unlabeled Data for Visual Saliency Estimation
    Jia Li, Yonghong Tian*, Tiejun Huang and Wen Gao
    IEEE Signal Processing Letter (SPL), 17(6), pp. 591-594, 2010. (Front Cover Article)
  6. Salient Object Extraction for User-targeted Video Content Association
    Jia Li, Hannan Yu, Yonghong Tian*, Tiejun Huang and Wen Gao
    J. Zhejiang Univ. Sci. C, 11(11), pp. 850-859, 2010.
  7. Automatic Interesting Object Extraction from Images Using Complementary Saliency Maps
    Haonan Yu, Jia Li, Yonghong Tian and Tiejun Huang
    ACM Conference on Multimedia (ACM MM), pp. 891-894, 2010.
  8. Saliency Detection Based on 2D Log-Gabor Wavelets and Center Bias
    Min Wang, Jia Li, Tiejun Huang, Yonghong Tian, Lingyu Duan and Guochen Jia
    ACM Conference on Multimedia (ACM MM), pp. 979-982, 2010.
  9. A dataset and evaluation methodology for visual saliency in video
    Jia Li*, Yonghong Tian, Tiejun Huang and Wen Gao
    ICME, 2009
  10. Multi-polarity text segmentation using graph theory
    Jia Li, Yonghong Tian, Tiejun Huang and Wen Gao
    ICIP, 2008
  11. Exploring Inter-Frame Correlation Analysis and Wavelet-Domain Modeling for Real-Time Caption Detection in Streaming Video
    Jia Li, Yonghong Tian and Wen Gao
    VCIP, 2008
  12. A Broadcast Model for Web Image Annotation
    Jia Li, Ting Liu, Weiqiang Wang and Wen Gao
    PCM, 2006