Paper

Technical Report

1. Intrinsic Relationship Reasoning for Small Object Detection

   Kui Fu, Jia Li, Lin Ma, Kai Mu, Yonghong Tian

   arXiv:2009.00833, 2020.

   [arXiv]
2. SEKD: Self-Evolving Keypoint Detection and Description

   Yafei Song, Ling Cai, Jia Li, Yonghong Tian, Mingyang Li

   arXiv:2006.05077, 2020.

   [arXiv]
3. Learning a Saliency Evaluation Metric Using Crowdsourced Perceptual Judgments

   Changqun Xia, Jia Li, Jinming Su, Ali Borji

   arXiv:1806.10257, 2018.

   [arXiv]

Online Publication

1. Stripe Sensitive Convolution for Omnidirectional Image Dehazing

   Dong Zhao, Jia Li^*, Hongyu Li, and Long Xu

   IEEE Transactions on Visualization and Computer Graphics (TVCG)，2023.

   [PDF]

2024

1. Towards Imbalanced Motion: Part-Decoupling Network for Video Portrait Segmentation

   Tianshu Yu, Changqun Xia^*, and Jia Li^*

   Science China Information Sciences, 67(7):172104, 2024.

   [PDF]

   [Dataset&Code]
2. Reliable Event Generation with Invertible Conditional Normalizing Flow

   Daxin Gu, Jia Li^*, Lin Zhu^*, Yu Zhang, and Jimmy S. Ren

   IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 46(2):927-943, 2024.

   [PDF]
3. Parsing Objects at a Finer Granularity: A Survey

   Yifan Zhao, Jia Li^*, Yonghong Tian

   Machine Intelligence Research, 21(3):431-451, 2024.

   [PDF]
4. Text-prompt Camouflaged Instance Segmentation with Graduated Camouflage Learning

   Zhentao He, Changqun Xia^*, Shengye Qiao, and Jia Li^*

   ACM International Conference on Multimedia (ACM MM), 2024.

   [PDF]

   [Code]

2023

1. Dual Adaptive Representation Alignment for Cross-domain Few-shot Learning

   Yifan Zhao^#, Tong Zhang^#, Jia Li^*, and Yonghong Tian^*

   IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 45(10):11720-11732, 2023.

   [PDF]
2. Rethinking Lightweight Salient Object Detection via Network Depth-Width Tradeoff

   Jia Li, Shengye Qiao, Zhirui Zhao, Chenxi Xie, Xiaowu Chen, Changqun Xia^*

   IEEE Transactions on Image Processing (TIP), 32, 5664-5677, 2023.

   [PDF]

   [Code]
3. Semantic Contrastive Bootstrapping for Single-positive Multi-label Recognition

   Cheng Chen^#, Yifan Zhao^# and Jia Li^*

   International Journal of Computer Vision (IJCV), 131(12):3289-3306, 2023.

   [PDF]
4. MagConv: Mask-Guided Convolution for Image Inpainting

   Xuexin Yu, Long Xu^*, Jia Li, Xiangyang Ji

   IEEE Transactions on Image Processing (IEEE TIP), 32, 4716-4727, 2023.

   [PDF]
5. View-aware Salient Object Detection for 360° Omnidirectional Image

   Junjie Wu, Changqun Xia^*, Tianshu Yu, Jia Li^*

   IEEE Transactions on Multimedia (TMM), 25, 6471-6484, 2023.

   [PDF]
6. From Pose to Part: Weakly-Supervised Pose Evolution for Human Part Segmentation

   Yifan Zhao, Jia Li^*, Yu Zhang, and Yonghong Tian

   IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45(3), 3107-3120, 2023.

   [PDF]
7. Boosting Broader Receptive Fields for Salient Object Detection

   Mingcan Ma^#, Changqun Xia^#, Chenxi Xie, Xiaowu Chen and Jia Li^*

   IEEE Transactions on Image Processing (TIP), 32, 1026-1038, 2023.

   [PDF]

   [Code]
8. Attention-Based Deep Learning Model for Image Desaturation of SDO/AIA

   Xinze Zhang, Long Xu^*, Zhixiang Ren, Xuexin Yu, and Jia Li

   Research in Astronomy and Astrophysics (RAA), 23:085004, 2023.

   [PDF]
9. Eliminating Massive Martian Dust Storms from Images of Tianwen-1 via Deep Learning

   Jia Li^*, Hongyu Li, Xin Ren, Dong Zhao and Long Xu

   Astronomical Journal (AJ), 165(2), 1-9, 2023.

   [PDF]
10. Invariant and Consistent: Unsupervised Representation Learning for Few-Shot Visual Recognition

    Heng Wu, Yifan Zhao, and Jia Li^*

    Neurocomputing, 520, 1-14, 2023.

    [PDF]
11. 局部关系泛化表征的小样本增量学习

    赵一凡，李甲^*，田永鸿

    中国科学：信息科学，53(6):1132-1146, 2023.

    [PDF]
12. Frequency Representation Integration for Camouflaged Object Detection

    Chenxi Xie, Changqun Xia^*, Tianshu Yu, and Jia Li^*

    ACM International Conference on Multimedia (ACM MM), 2023.

    [PDF]
13. E²NeRF: Event Enhanced Neural Radiance Fields from Blurry Images

    Yunshan Qi, Lin Zhu, Yu Zhang, and Jia Li^*

    IEEE International Conference on Computer Vision (ICCV), 2023.

    [PDF]

    [Sup]
14. TriDet: Temporal Action Detection with Relative Boundary Modeling

    Dingfeng Shi, Yujie Zhong, Qiong Cao, Lin Ma, Jia Li^* and Dacheng Tao

    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.

    [PDF]

2022

1. Asynchronous Spatio-Temporal Memory Network for Continuous Event-Based Object Detection

   Jianing Li, Jia Li^*, Lin Zhu, Xijie Xiang, Tiejun Huang and Yonghong Tian^*

   IEEE Transactions on Image Processing (TIP), 31, 2975-2987, 2022.

   [PDF]
2. Unsupervised Martian Dust Storm Removal via Disentangled Representation Learning

   Dong Zhao, Jia Li^*, Hongyu Li and Long Xu

   Research in Astronomy and Astrophysics (RAA), 22:095020, 2022.

   [PDF]
3. Complementary Segmentation of Primary Video Objects with Reversible Flows

   Junjie Wu, Jia Li^* and Long Xu

   Applied Sciences, 12, 7781, 2022.

   [PDF]
4. Joint Self-supervised and Reference-guided Learning for Depth Inpainting

   Heng Wu, Kui Fu, Yifan Zhao, Haokun Song, Jia Li^*

   Computational Visual Media, 8, 597–612, 2022.

   [Code]
5. Pyramid Grafting Network for One-Stage High Resolution Saliency Detection

   Chenxi Xie, Changqun Xia^*, Mingcan Ma, Zhirui Zhao, Xiaowu Chen and Jia Li

   IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

   [PDF]

   [Dataset]

   [Code]

   [Projects]
6. ReAct: Temporal Action Detection with Relational Action Queries

   Dingfeng Shi, Yujie Zhong, Qiong Cao^*, Jing Zhang, Lin Ma, Jia Li^* and Dacheng Tao.

   European Conference on Computer Vision (ECCV), 2022.
7. Revisiting Stochastic Learning for Generalizable Person Re-identification

   Jiajian Zhao, Yifan Zhao, Xiaowu Chen, Jia Li^*.

   ACM International Conference on Multimedia (ACM MM), 2022.

   [PDF]
8. Retinomorphic Object Detection in Asynchronous Visual Streams

   Jianing Li, Xiao Wang, Lin Zhu, Jia Li, Tiejun Huang, Yonghong Tian

   AAAI Conference on Artificial Intelligence (AAAI), 2022.

2021

1. Ordinal Multi-task Part Segmentation with Recurrent Prior Generation

   Yifan Zhao, Jia Li^*, Yu Zhang, Yafei Song, Yonghong Tian

   IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 43(5), 1636-1648, 2021.

   [PDF]
2. Learning from Large-scale Noisy Web Data with Ubiquitous Reweighting for Image Classification

   Jia Li^*, Yafei Song, Jianfeng Zhu, Lele Cheng, Ying Su, Lin Ye, Pengcheng Yuan, Shumin Han^*

   IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). 43(5), 1808-1814, 2021.

   [PDF]
3. Part-guided Relational Transformers for Fine-grained Visual Recognition

   Yifan Zhao, Jia Li^*, Xiaowu Chen, and Yonghong Tian

   IEEE Transactions on Image Processing (TIP), 30, 9470-9481, 2021.

   [PDF]

   [Code]
4. RGB-D Salient Object Detection with Ubiquitous Target Awareness

   Yifan Zhao, Jiawei Zhao, Jia Li^*, Xiaowu Chen

   IEEE Transactions on Image Processing (TIP), 30, 7717-7731, 2021.

   [PDF]

   [Code]
5. Salient Object Detection with Purificatory Mechanism and Structural Similarity Loss

   Jia Li^*, Jinming Su, Changqun Xia, Mingcan Ma, Yonghong Tian

   IEEE Transactions on Image Processing (TIP), 30, 6855-6868, 2021.

   [PDF]
6. DanceIt: Music-inspired Dancing Video Synthesis

   Xin Guo, Yifan Zhao and Jia Li^*

   IEEE Transactions on Image Processing (TIP), 30, 5559-5572, 2021.

   [PDF]

   [Video]

   [Code]
7. Informative and Consistent Correspondence Mining for Cross-Domain Weakly Supervised Object Detection

   Luwei Hou, Yu Zhang, Kui Fu and Jia Li^*

   IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021. [Oral]

   [PDF]
8. Graph-based High-Order Relation Discovery for Fine-grained Recognition

   Yifan Zhao, Ke Yan, Feiyue Huang and Jia Li^*

   IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

   [PDF]

   [Video]

   [Projects]
9. Transformer-based Dual Relation Graph for Multi-label Image Recognition

   Jiawei Zhao, Ke Yan, Yifan Zhao, Xiaowei Guo, Feiyue Huang, and Jia Li^*

   IEEE International Conference on Computer Vision (ICCV), 2021.

   [PDF]

   [Code]
10. Heterogeneous Relational Complement for Vehicle Re-identification

    Jiajian Zhao, Yifan Zhao, Jia Li^*, Ke Yan, and Yonghong Tian

    IEEE International Conference on Computer Vision (ICCV), 2021.

    [PDF]

    [Code]
11. Amplitude-Phase Recombination: Rethinking Robustness of CNN in Frequency Domain

    Guangyao Chen, Peixi Peng, Li Ma, Jia Li, Du Lin, and Yonghong Tian^*

    IEEE International Conference on Computer Vision (ICCV), 2021.

    [PDF]

    [Code]
12. Pyramidal Feature Shrinking for Salient Object Detection

    Mingcan Ma, Changqun Xia^*, Jia Li^*

    Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021).

    [PDF]

    [Code]
13. Complementary Trilateral Decoder for Fast and Accurate Salient Object Detection

    Zhirui Zhao, Changqun Xia^*, Chenxi Xie, Jia Li^*

    ACM International Conference on Multimedia (ACM MM), 2021. [Oral]

    [PDF]

    [Code]
14. How to Learn a Domain-Adaptive Event Simulator?

    Daxin Gu, Jia Li^*, Yu Zhang^*, Yonghong Tian

    ACM International Conference on Multimedia (ACM MM), 2021. [Oral]

    [PDF]

    [Code]
15. DehazeFlow: Multi-scale Conditional Flow Network for Single Image Dehazing

    Hongyu Li, Jia Li^*, Dong Zhao, Long Xu

    ACM International Conference on Multimedia (ACM MM), 2021.

    [PDF]

    [Code]
16. M3TR: Multi-modal Multi-label Recognition with Transformer

    Jiawei Zhao, Yifan Zhao, Jia Li^*

    ACM International Conference on Multimedia (ACM MM), 2021.

    [PDF]

    [Code]
17. Pose-guided Inter-and Intra-part Relational Transformer for Occluded Person Re-Identification

    Zhongxing Ma, Yifan Zhao, Jia Li^*

    ACM International Conference on Multimedia (ACM MM), 2021.

    [PDF]

    [Code]
18. Pyramid Global Context Network for Image Dehazing

    Dong Zhao, Long Xu, Lin Ma, Jia Li and Yihua Yan.

    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021.

    [PDF]

    [Code]
19. Exploring Driving-aware Salient Object Detection via Knowledge Transfer

    Jinming Su, Changqun Xia^*, Jia Li^*

    IEEE International Conference on Multimedia and Expo (ICME), 2021. [Oral]

    [PDF]
20. Selective, Structural, Subtle: Trilinear Spatial-Awareness for Few-Shot Fine-Grained Visual Recognition

    Heng Wu, Yifan Zhao and Jia Li^*

    IEEE International Conference on Multimedia and Expo (ICME), 2021.

    [PDF]

    [Code]

2020

1. Model-guided Multi-path Knowledge Aggregation for Aerial Saliency Prediction

   Kui Fu, Jia Li^*, Yu Zhang, Hongze Shen, Yonghong Tian

   IEEE Transactions on Image Processing (TIP), 29(1), pp.7117-7127, 2020.

   [PDF]

   [Dataset] (password:cvteam),ID:3yd8

   [bib]
2. Efficient Low-Resolution Face Recognition via Bridge Distillation

   Shiming Ge, Shengwei Zhao, Chenyu Li, Yu Zhang, Jia Li^*

   IEEE Transactions on Image Processing (TIP), 29(1), pp.6898-6908, 2020.

   [PDF]

   [bib]
3. Spatiotemporal Knowledge Distillation for Efficient Estimation of Aerial Video Saliency

   Jia Li, Kui Fu, Shengwei Zhao, Shiming Ge^*

   IEEE Transactions on Image Processing (TIP), 29(1), pp.1902-1914, 2020.

   [PDF]

   [bib]
4. Attentive Deep Stitching and Quality Assessment for 360° Omnidirectional Images

   Jia Li, Yifan Zhao, Weihua Ye, Kaiwen Yu, Shiming Ge^*

   IEEE Journal of Selected Topics in Signal Processing (JSTSP), 14(1), pp.209-221, 2020.

   [PDF]

   [bib]
5. Distortion-adaptive Salient Object Detection in 360° Omnidirectional Images

   Jia Li, Jinming Su, Changqun Xia^*, Yonghong Tian^*

   IEEE Journal of Selected Topics in Signal Processing (JSTSP), 14(1), pp.38-48, 2020.

   [PDF]

   [Project]

   [bib]
6. Ultrafast Video Attention Prediction with Coupled Knowledge Distillation

   Kui Fu, Peipei Shi, Yafei Song, Shiming Ge, Xiangju Lu^*, Jia Li^*

   Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020). [Oral]

   [PDF]

   [bib]
7. Is Depth Really Necessary for Salient Object Detection?

   Jiawei Zhao, Yifan Zhao, Jia Li^*, Xiaowu Chen

   ACM International Conference on Multimedia (ACM MM), 2020.

   [PDF]

   [Code]

   [Project]
8. Cooperative Bi-path Metric for Few-shot Learning

   Zeyuan Wang, Yifan Zhao, Jia Li^*, Yonghong Tian

   ACM International Conference on Multimedia (ACM MM), 2020.

   [PDF]

   [Code]

   [Project]
9. Cartoon Face Recognition: A Benchmark Dataset

   Yi Zheng, Yifan Zhao, Mengyuan Ren, He Yan, Xiangju Lu^*, Junhui Liu, Jia Li^*

   ACM International Conference on Multimedia (ACM MM), 2020.

   [PDF]

   [Challenge]

   [Dataset]
10. Look Through Masks: Towards Masked Face Recognition with De-Occlusion Distillation

    Chenyu Li, Shiming Ge, Daichi Zhang, Jia Li

    ACM International Conference on Multimedia (ACM MM), 2020.

    [PDF]
11. Learning Open Set Network with Discriminative Reciprocal Points

    Guangyao Chen, Limeng Qiao, Yemin Shi, Peixi Peng, Jia Li, Tiejun Huang, Shiliang Pu, Yonghong Tian

    European Conference on Computer Vision (ECCV), 2020.

    [PDF]
12. Reconstructing Part-level 3D Models from a Single Image

    Dingfeng Shi, Yifan Zhao, Jia Li^*

    IEEE International Conference on Multimedia and Expo (ICME), 2020.

    [PDF]

    [Project]

    [bib]
13. Cross-domain Visual Attention Model Adaption with One-shot GAN

    Daowei Li, Kui Fu, Yifan Zhao, Long Xu, Jia Li^*

    IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR), 2020.

    [PDF]

    [bib]

2019

1. Saliency Inside: Learning Attentive CNNs for Content-based Image Retrieval

   Shikui Wei, Lixin Liao, Jia Li^*, Qinjie Zheng ,Fei Yang, Yao Zhao

   IEEE Transactions on Image Processing (TIP), 28(9), pp.4580-4593, 2019.

   [PDF]

   [bib]
2. Rearranging Online Tubes for Streaming Video Synopsis: A Dynamic Graph Coloring Approach

   Tao Ruan, Shikui Wei^*, Jia Li^*, Yao Zhao

   IEEE Transactions on Image Processing (TIP), 28(8), pp.3873-3884, 2019.

   [PDF]

   [bib]
3. Deep3DSaliency: Deep Stereoscopic Video Saliency Detection Model by 3D Convolutional Networks

   Yuming Fang, Guanqun Ding, Jia Li, Zhijun Fang

   IEEE Transactions on Image Processing (TIP), 28(4), pp.2305-2318, 2019.

   [PDF]

   [bib]
4. Low-resolution Face Recognition in the Wild via Selective Knowledge Distillation

   Shiming Ge, Shengwei Zhao, Chenyu Li, Jia Li^*

   IEEE Transactions on Image Processing (TIP) , 28(4), pp.2051-2062, 2019.

   [PDF]

   [bib]
5. Part-regularized Near-duplicate Vehicle Re-identification

   Bing He, Jia Li^*, Yifan Zhao, Yonghong Tian

   IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

   [PDF]

   [Code] [Model] [Annotations]

   [bib]
6. Multi-class Part Parsing with Joint Boundary-Semantic Awareness

   Yifan Zhao, Jia Li^*, Yu Zhang^*, Yonghong Tian

   IEEE International Conference on Computer Vision (ICCV), 2019. [Oral]

   [PDF]

   [Video]

   [Project]

   [bib]
7. Selectivity or Invariance: Boundary-aware Salient Object Detection

   Jinming Su, Jia Li^*, Yu Zhang, Changqun Xia, Yonghong Tian^*

   IEEE International Conference on Computer Vision (ICCV), 2019.

   [PDF]

   [Project]

   [bib]
8. Transductive Episodic-wise Adaptive Metric for Few-Shot Learning

   Limeng Qiao, Yemin Shi, Jia Li, Yonghong Tian, Tiejun Huang, Yaowei Wang

   IEEE International Conference on Computer Vision (ICCV), 2019.

   [PDF]

   [bib]
9. Cross-Reference Stitching Quality Assessment for 360° Omnidirectional Images

   Jia Li^*, Kaiwen Yu, Yifan Zhao, Yu Zhang, Long Xu

   ACM International Conference on Multimedia (ACM MM), 2019. [Oral]

   [Slides]

   [Project]

   [PDF]

   [bib]
10. Fewer-shots and Lower-Resolutions: Towards Ultrafast Face Recoginition in the Wild

    Shiming Ge, Shengwei Zhao, Xindi Gao, Jia Li^*

    ACM International Conference on Multimedia (ACM MM), 2019.

    [PDF]

    [bib]

2018

1. 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 (TPAMI), 40(7), 1741-1754, July 2018.

   [PDF]

   [bib]
2. A Benchmark Dataset and Saliency-guided Stacked Autoencoders for Video-based Salient Object Detection

   Jia Li^*, Changqun Xia, Xiaowu Chen^*

   IEEE Transactions on Image Processing (TIP), 27(1), pp. 349-364, 2018.

   [PDF]

   [Project]

   [Data]

   [Code]

   [bib]
3. Exploring Weakly Labeled Images for Video Object Segmentation with Submodular Proposal Selection

   Yu Zhang, Xiaowu Chen, Jia Li, Wei Teng, Haokun Song

   IEEE Transactions on Image Processing (TIP), 27(9), pp. 4245-4259, 2018.

   [PDF]

   [Results]

   [bib]
4. Collaborative Annotation of Semantic Objects in Images with Multi-granularity Supervisions

   Lishi Zhang, Chenghan Fu, Jia Li^*

   ACM International Conference on Multimedia (ACM MM), 2018. [Oral]

   [PDF]

   [Slides]

   [Video]

   [Data]

   [Project Page]

   [bib]
5. Single Image Dehazing Using Ranking Convolutional Neural Network

   Yafei Song, Jia Li, Xiaogang Wang, Xiaowu Chen^*

   IEEE Transactions on Multimedia (TMM), 20(6), 1548-1560, June 2018.

   [PDF]

   [bib]
6. Hierarchical Deep Cosegmentation of Primary Objects in Aerial Videos

   Jia Li^*, Pengcheng Yuan, Daxin Gu, Yonghong Tian^*

   IEEE MultiMedia, 2018.

   [PDF]

   [Project Page]

   [APD Benchmark]

   [bib]
7. 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

   [PDF]

   [bib]

2017

1. 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.

   [PDF]

   [Project]

   [Code]

   [Results]

   [Data]

   [bib]
2. 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.

   [PDF]

   [Project]

   [bib]
3. Primary Video Object Segmentation via Complementary CNNs and Neighborhood Reversible Flow

   Jia Li^*, Anlin Zheng, Xiaowu Chen^*,Bin Zhou

   IEEE International Conference on Computer Vision (ICCV), 2017.

   [PDF]

   [Project]

   [Code]

   [bib]
4. Look Perceive and Segment: Finding the Salient Objects in Images via Two-stream Fixation-Semantic CNNs

   Xiaowu Chen, Anlin Zheng, Jia Li^*,Feng Lu

   IEEE International Conference on Computer Vision (ICCV), 2017.

   [PDF]

   [Code]

   [Results]

   [bib]
5. Embedding 3D Geometric Features for Rigid Object Part Segmentation

   Yafei Song, Xiaowu Chen^*, Jia Li^*,Qinping Zhao

   IEEE International Conference on Computer Vision (ICCV), 2017.

   [PDF]

   [bib]
6. Two-Stream Attentive CNNs for Image Retrieval

   Fei Yang, Jia Li^*, Shikui Wei^*, Qinjie Zheng, Ting Liu ,Yao Zhao

   ACM International Conference on Multimedia (ACM MM), 2017. [Oral]

   [PDF]

   [bib]
7. 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 (TNNLS), 28(5), 1095-1108, 2017.

   [PDF]

   [Code]

   [bib]
8. Multi-task Rank Learning for Image Quality Assessment

   Long Xu, Jia Li, Weisi Lin, Yongbing Zhang^*, Lin Ma, Yuming Fang, Yihua Yan

   IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2017.

   [PDF]

   [bib]
9. Learning visual saliency from human fixations for stereoscopic images

   Yuming Fang, Jianjun Lei^*, Jia Li, Long Xu, Weisi Lin, Patrick Le Callet

   Neurocomputing, 266, 284-292, 2017.

   [PDF]

   [bib]
10. Uncovering the Effect of Visual Saliency on Image Retrieval

    Qinjie Zheng, Shikui Wei^*, Jia Li, Fei Yang, Yao Zhao

    China Conference on Computer Vision (CCCV), 2017.

    [PDF]

    [bib]

2016

1. 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.

   [PDF]

   [bib]
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 (TMM), 18(8), 1542-1554, 2016.

   [PDF]

   [bib]
3. Structure-adaptive Shape Editing for Man-made Objects

   Qiang Fu, Xiaowu Chen^*, Xiaoyu Su, Jia Li and Hongbo Fu

   Computer Graphics Forum (CGF), 2016.

   [PDF]

   [bib]
4. Light-weight Binary Code Embedding of Local Feature Distribution in Image Search

   Shikui Wei, Yao Zhao^*, Jia Li, Yang Zhang

   Neurocomputing, 212, 48-57, 2016.

   [PDF]

   [bib]
5. Fuzzy community detection via modularity guided membership-degree propagation

   Hengyuan Zhang, Xiaowu Chen^*, Jia Li, Bin Zhou

   Pattern Recognition Letters (PRL), 70, pp. 66-72, 2016.

   [PDF]

   [bib]
6. Local Shape Transfer for Image Co-segmentation

   Wei Teng, Yu Zhang, Xiaowu Chen^*, Jia Li, Zhiqiang He

   British Machine Vision Conference (BMVC), 2016.

   [PDF]

   [bib]
7. Pairwise Comparison and Rank Learning for Image Quality Assessment

   Long Xu^*, Jia Li, Weisi Lin, Yun Zhang, Yongbing Zhang, Yihua Yan

   Displays, 44, 21-26, 2016.

   [PDF]

   [bib]
8. 虚拟现实技术研究进展

   赵沁平, 周彬, 李甲, 陈小武

   科技导报, 2016.

   [PDF]

   [bib]

2015

1. 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 (TPAMI), 37(12), pp. 2428-2440, 2015

   [PDF]

   [Code]

   [bib]
2. Learning Complementary Saliency Priors for Foreground Object Segmentation in Complex Scenes

   Yonghong Tian, Jia Li^*, Shui Yu, Tiejun Huang

   International Journal of Computer Vision (IJCV), 111(2), pp.153-170, 2015.

   [PDF]

   [bib]
3. Salient Object Detection: A Benchmark

   Ali Borji, Mingming Cheng^*, Huaizu Jiang, Jia Li

   IEEE Transactions on Image Processing (TIP), 24(12), pp. 5706-5722, 2015.

   [PDF]

   [bib]
4. 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. [Oral]

   [PDF]

   [bib]
5. A Data-driven Metric for Comprehensive Evaluation of Saliency Models

   Jia Li^*, Changqun Xia, Yafei Song, Shu Fang, Xiaowu Chen^*

   IEEE International Conference on Computer Vision (ICCV), 2015.

   [Video]

   [Data]

   [Code]

   [bib]
6. Robust Multiple Cameras Pedestrian Detection with Multi-view Bayesian Network

   Peixi Peng, Yonghong Tian^*, Yaowei Wang, Jia Li, Tiejun Huang

   Pattern Recognition (PR), 48(5), pp. 1760-1772, 2015.

   [PDF]

   [bib]
7. 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.

   [PDF]

   [bib]
8. Multi-task Rank Learning for Image Quality Assessment

   Long Xu, Jia Li, Weisi Lin, Yongbing Zhang, Lin Ma, Yuming Fang, Yihua Yan

   IEEE International Conference on Acoustics, Speech and SP (ICASSP), 2015

   [PDF]

   [bib]
9. Image Saliency Estimation via Random Walk Guided by Informativeness and Latent Signal Correlations

   Jia Li^#, Shu Fang^#, Yonghong Tian^*, Tiejun Huang, Xiaowu Chen

   Signal Processing: Image Communication (SPIC), 38, pp. 3-14, 2015.

   [PDF]

   [Code]

   [bib]
10. Adaptive Template for Parsing Object of Indoor Scene Image

    Changqun Xia, Jie Xu, Qing Li, Yu Zhang, Jia Li, Xiaowu Chen^*

    International Conference on Virtua lReality and Visualization (ICVRV), 2015.

    [PDF]

    [bib]
11. Co-localization in Noisy Images through Minimizing a Ratio Function

    Chen Wang, Jie Xu, Yu Zhang, Jia Li , Xiaowu Chen^*

    International Conference on Virtua lReality and Visualization (ICVRV), 2015.

    [PDF]

    [bib]
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]

    [PDF]

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13. Beyond Pixel: Context defines everything in saliency

    Jia Li^*

    International Conference on Internet Multimedia Computing and Service (ICIMCS), 2015.

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2014

1. Visual Saliency with Statistical Priors

   Jia Li^*, Yonghong Tian^*, Tiejun Huang

   International Journal of Computer Vision (IJCV), 107(3), pp.239-253, 2014.

   [PDF]

   [Code]

   [bib]
2. Rank Learning on Training Set Selection and Image Quality Assessment

   Long Xu, Weisi Lin, Jia Li, Xu Wang, Yihua Yan, Yuming Fang

   IEEE International Conference on Multimedia and Expo (ICME), 2014

   [PDF]

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3. Video Picture-in-Picture Detection Using Spatio-Temporal Slicing

   Mengren Qian, Luntian Mou, Jia Li, Yonghong Tian

   IEEE International Conference on Multimedia and Expo (ICME), 2014.

   [PDF]

   [bib]

2013

1. Estimating Visual Saliency through Single Image Optimization

   Jia Li, Yonghong Tian^*, Lingyu Duan, Tiejun Huang

   IEEE Signal Processing Letters (SPL), 20(9), pp. 845-848, 2013.

   [PDF]

   [Code]

   [bib]

Before

1. Probabilistic Multi-Task Learning for Visual Saliency Estimation in Video

   Jia Li, Yonghong Tian^*, Tiejun Huang, Wen Gao

   International Journal of Computer Vision (IJCV), 90(2), pp. 150-165, 2010. .

   [PDF]

   [bib]
2. Removing Label Ambiguity in Learning-Based Visual Saliency Estimation

   Jia Li, Dong Xu^*, Wen Gao

   IEEE Transactions on Image Processing (TIP), 21(4), pp. 1513 - 1525, 2012.

   [PDF]

   [bib]
3. Automatic Interesting Object Extraction from Images Using Complementary Saliency Maps

   Haonan Yu, Jia Li, Yonghong Tian, Tiejun Huang

   ACM International Conference on Multimedia (ACM MM), pp. 891-894, 2010.

   [PDF]

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4. Saliency Detection Based on 2D Log-Gabor Wavelets and Center Bias

   Min Wang, Jia Li, Tiejun Huang, Yonghong Tian, Lingyu Duan, Guochen Jia

   ACM International Conference on Multimedia (ACM MM), pp. 979-982, 2010.

   [PDF]

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5. Multi-Task Rank Learning for Visual Saliency Estimation

   Jia Li, Yonghong Tian^*, Tiejun Huang, Wen Gao

   IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2011.

   [PDF]

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6. A dataset and evaluation methodology for visual saliency in video

   Jia Li*, Yonghong Tian, Tiejun Huang, Wen Gao

   IEEE International Conference on Multimedia and Expo (ICME), 2009

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7. Cost-Sensitive Rank Learning from Positive and Unlabeled Data for Visual Saliency Estimation

   Jia Li, Yonghong Tian^*, Tiejun Huang, Wen Gao

   IEEE Signal Processing Letters (SPL), 17(6), pp. 591-594, 2010. (Front Cover Article)

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8. Multi-polarity text segmentation using graph theory

   Jia Li, Yonghong Tian, Tiejun Huang , Wen Gao

   International Conference on Image Processing (ICIP), 2008

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9. Exploring Inter-Frame Correlation Analysis and Wavelet-Domain Modeling for Real-Time Caption Detection in Streaming Video

   Jia Li, Yonghong Tian, Wen Gao

   IEEE International Conference on Visual Communications and Image Processing (VCIP), 2008

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10. A Broadcast Model for Web Image Annotation

    Jia Li, Ting Liu, Weiqiang Wang, Wen Gao

    Pacific-Rim Conference on Multimedia (PCM), 2006

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11. Salient region detection and segmentation for general object recognition and image understanding

    Tiejun Huang, Yonghong Tian^*, Jia Li, Haonan Yu

    Science China - Information Science, 54(2), pp. 2461-2470, 2011.

    [PDF]

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12. Salient Object Extraction for User-targeted Video Content Association

    Jia Li, Hannan Yu, Yonghong Tian^*, Tiejun Huang, Wen Gao

    J. Zhejiang Univ. Sci. C, 11(11), pp. 850-859, 2010.

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