Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox
Picture for Xiaochun Cao

Xiaochun Cao

Senior Member, IEEE

SIGAN: A Novel Image Generation Method for Solar Cell Defect Segmentation and Augmentation


Apr 11, 2021
Binyi Su, Zhong Zhou, Haiyong Chen, Xiaochun Cao

Figure 1 for SIGAN: A Novel Image Generation Method for Solar Cell Defect Segmentation and Augmentation
Figure 2 for SIGAN: A Novel Image Generation Method for Solar Cell Defect Segmentation and Augmentation
Figure 3 for SIGAN: A Novel Image Generation Method for Solar Cell Defect Segmentation and Augmentation
Figure 4 for SIGAN: A Novel Image Generation Method for Solar Cell Defect Segmentation and Augmentation
* 11 pages, 11 figures 
  Access Paper or Ask Questions

A Survey of Orthogonal Moments for Image Representation: Theory, Implementation, and Evaluation


Mar 27, 2021
Shuren Qi, Yushu Zhang, Chao Wang, Jiantao Zhou, Xiaochun Cao

Figure 1 for A Survey of Orthogonal Moments for Image Representation: Theory, Implementation, and Evaluation
Figure 2 for A Survey of Orthogonal Moments for Image Representation: Theory, Implementation, and Evaluation
Figure 3 for A Survey of Orthogonal Moments for Image Representation: Theory, Implementation, and Evaluation
Figure 4 for A Survey of Orthogonal Moments for Image Representation: Theory, Implementation, and Evaluation

  Access Paper or Ask Questions

Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images


Nov 26, 2020
Qijian Zhang, Runmin Cong, Chongyi Li, Ming-Ming Cheng, Yuming Fang, Xiaochun Cao, Yao Zhao, Sam Kwong

Figure 1 for Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images
Figure 2 for Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images
Figure 3 for Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images
Figure 4 for Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images
* Accepted by IEEE Transactions on Image Processing, EORSSD dataset: https://github.com/rmcong/EORSSD-dataset 
  Access Paper or Ask Questions

A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges


Nov 17, 2020
Moloud Abdar, Farhad Pourpanah, Sadiq Hussain, Dana Rezazadegan, Li Liu, Mohammad Ghavamzadeh, Paul Fieguth, Xiaochun Cao, Abbas Khosravi, U Rajendra Acharya, Vladimir Makarenkov, Saeid Nahavandi

Figure 1 for A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges
Figure 2 for A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges
Figure 3 for A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges
Figure 4 for A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges

  Access Paper or Ask Questions

Single Image Super-Resolution via a Holistic Attention Network


Aug 20, 2020
Ben Niu, Weilei Wen, Wenqi Ren, Xiangde Zhang, Lianping Yang, Shuzhen Wang, Kaihao Zhang, Xiaochun Cao, Haifeng Shen

Figure 1 for Single Image Super-Resolution via a Holistic Attention Network
Figure 2 for Single Image Super-Resolution via a Holistic Attention Network
Figure 3 for Single Image Super-Resolution via a Holistic Attention Network
Figure 4 for Single Image Super-Resolution via a Holistic Attention Network
* 16 pages, 6 figures, IEEE International Conference on Computer Vision 
  Access Paper or Ask Questions

Efficient Adversarial Attacks for Visual Object Tracking


Aug 01, 2020
Siyuan Liang, Xingxing Wei, Siyuan Yao, Xiaochun Cao

Figure 1 for Efficient Adversarial Attacks for Visual Object Tracking
Figure 2 for Efficient Adversarial Attacks for Visual Object Tracking
Figure 3 for Efficient Adversarial Attacks for Visual Object Tracking
Figure 4 for Efficient Adversarial Attacks for Visual Object Tracking
* eccv 2020 
  Access Paper or Ask Questions

Face Super-Resolution Guided by 3D Facial Priors


Jul 18, 2020
Xiaobin Hu, Wenqi Ren, John LaMaster, Xiaochun Cao, Xiaoming Li, Zechao Li, Bjoern Menze, Wei Liu

Figure 1 for Face Super-Resolution Guided by 3D Facial Priors
Figure 2 for Face Super-Resolution Guided by 3D Facial Priors
Figure 3 for Face Super-Resolution Guided by 3D Facial Priors
Figure 4 for Face Super-Resolution Guided by 3D Facial Priors
* Accepted as a spotlight paper, European Conference on Computer Vision 2020 (ECCV) 
  Access Paper or Ask Questions

Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction


Apr 29, 2020
Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang

Figure 1 for Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction
Figure 2 for Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction
Figure 3 for Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction
Figure 4 for Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction
* To appear in T-PAMI 
  Access Paper or Ask Questions

Fast Stochastic Ordinal Embedding with Variance Reduction and Adaptive Step Size


Dec 01, 2019
Ke Ma, Jinshan Zeng, Qianqian Xu, Xiaochun Cao, Wei Liu, Yuan Yao

Figure 1 for Fast Stochastic Ordinal Embedding with Variance Reduction and Adaptive Step Size
Figure 2 for Fast Stochastic Ordinal Embedding with Variance Reduction and Adaptive Step Size
Figure 3 for Fast Stochastic Ordinal Embedding with Variance Reduction and Adaptive Step Size
Figure 4 for Fast Stochastic Ordinal Embedding with Variance Reduction and Adaptive Step Size
* 19 pages, 5 figures, accepted by IEEE Transaction on Knowledge and Data Engineering, Conference Version: arXiv:1711.06446 
  Access Paper or Ask Questions

iSplit LBI: Individualized Partial Ranking with Ties via Split LBI


Oct 14, 2019
Qianqian Xu, Xinwei Sun, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao

Figure 1 for iSplit LBI: Individualized Partial Ranking with Ties via Split LBI
Figure 2 for iSplit LBI: Individualized Partial Ranking with Ties via Split LBI
Figure 3 for iSplit LBI: Individualized Partial Ranking with Ties via Split LBI
Figure 4 for iSplit LBI: Individualized Partial Ranking with Ties via Split LBI
* Accepted by NeurIPS 2019 
  Access Paper or Ask Questions

Identifying and Resisting Adversarial Videos Using Temporal Consistency


Sep 11, 2019
Xiaojun Jia, Xingxing Wei, Xiaochun Cao

Figure 1 for Identifying and Resisting Adversarial Videos Using Temporal Consistency
Figure 2 for Identifying and Resisting Adversarial Videos Using Temporal Consistency
Figure 3 for Identifying and Resisting Adversarial Videos Using Temporal Consistency
Figure 4 for Identifying and Resisting Adversarial Videos Using Temporal Consistency

  Access Paper or Ask Questions

Learning Personalized Attribute Preference via Multi-task AUC Optimization


Jun 18, 2019
Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang

Figure 1 for Learning Personalized Attribute Preference via Multi-task AUC Optimization
Figure 2 for Learning Personalized Attribute Preference via Multi-task AUC Optimization
Figure 3 for Learning Personalized Attribute Preference via Multi-task AUC Optimization
Figure 4 for Learning Personalized Attribute Preference via Multi-task AUC Optimization
* AAAI2019 oral 
 * AAAI2019 oral 
  Access Paper or Ask Questions

Single Image Deraining: A Comprehensive Benchmark Analysis


Mar 20, 2019
Siyuan Li, Iago Breno Araujo, Wenqi Ren, Zhangyang Wang, Eric K. Tokuda, Roberto Hirata Junior, Roberto Cesar-Junior, Jiawan Zhang, Xiaojie Guo, Xiaochun Cao

Figure 1 for Single Image Deraining: A Comprehensive Benchmark Analysis
Figure 2 for Single Image Deraining: A Comprehensive Benchmark Analysis
Figure 3 for Single Image Deraining: A Comprehensive Benchmark Analysis
Figure 4 for Single Image Deraining: A Comprehensive Benchmark Analysis

  Access Paper or Ask Questions

Deep Robust Subjective Visual Property Prediction in Crowdsourcing


Mar 10, 2019
Qianqian Xu, Zhiyong Yang, Yangbangyan Jiang, Xiaochun Cao, Qingming Huang, Yuan Yao

Figure 1 for Deep Robust Subjective Visual Property Prediction in Crowdsourcing
Figure 2 for Deep Robust Subjective Visual Property Prediction in Crowdsourcing
Figure 3 for Deep Robust Subjective Visual Property Prediction in Crowdsourcing
Figure 4 for Deep Robust Subjective Visual Property Prediction in Crowdsourcing
* 9 pages, accepted by CVPR 2019 (Poster) 
  Access Paper or Ask Questions

Transferable Adversarial Attacks for Image and Video Object Detection


Dec 13, 2018
Xingxing Wei, Siyuan Liang, Xiaochun Cao, Jun Zhu

Figure 1 for Transferable Adversarial Attacks for Image and Video Object Detection
Figure 2 for Transferable Adversarial Attacks for Image and Video Object Detection
Figure 3 for Transferable Adversarial Attacks for Image and Video Object Detection
Figure 4 for Transferable Adversarial Attacks for Image and Video Object Detection
* adversarial attacks for Faster-RCNN and SSD towards image and video data 
  Access Paper or Ask Questions

Robust Ordinal Embedding from Contaminated Relative Comparisons


Dec 05, 2018
Ke Ma, Qianqian Xu, Xiaochun Cao

Figure 1 for Robust Ordinal Embedding from Contaminated Relative Comparisons
Figure 2 for Robust Ordinal Embedding from Contaminated Relative Comparisons
Figure 3 for Robust Ordinal Embedding from Contaminated Relative Comparisons
Figure 4 for Robust Ordinal Embedding from Contaminated Relative Comparisons
* Accepted by AAAI 2019 
  Access Paper or Ask Questions

Less but Better: Generalization Enhancement of Ordinal Embedding via Distributional Margin


Dec 05, 2018
Ke Ma, Qianqian Xu, Zhiyong Yang, Xiaochun Cao

Figure 1 for Less but Better: Generalization Enhancement of Ordinal Embedding via Distributional Margin
Figure 2 for Less but Better: Generalization Enhancement of Ordinal Embedding via Distributional Margin
Figure 3 for Less but Better: Generalization Enhancement of Ordinal Embedding via Distributional Margin
Figure 4 for Less but Better: Generalization Enhancement of Ordinal Embedding via Distributional Margin
* Accepted by AAAI 2019 
  Access Paper or Ask Questions

ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples


Nov 30, 2018
Xiaojun Jia, Xingxing Wei, Xiaochun Cao, Hassan Foroosh

Figure 1 for ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples
Figure 2 for ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples
Figure 3 for ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples
Figure 4 for ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples

  Access Paper or Ask Questions

HSCS: Hierarchical Sparsity Based Co-saliency Detection for RGBD Images


Nov 16, 2018
Runmin Cong, Jianjun Lei, Huazhu Fu, Qingming Huang, Xiaochun Cao, Nam Ling

Figure 1 for HSCS: Hierarchical Sparsity Based Co-saliency Detection for RGBD Images
Figure 2 for HSCS: Hierarchical Sparsity Based Co-saliency Detection for RGBD Images
Figure 3 for HSCS: Hierarchical Sparsity Based Co-saliency Detection for RGBD Images
Figure 4 for HSCS: Hierarchical Sparsity Based Co-saliency Detection for RGBD Images
* 11 pages, 5 figures, Accepted by IEEE Transactions on Multimedia, https://rmcong.github.io/ 
  Access Paper or Ask Questions

From Common to Special: When Multi-Attribute Learning Meets Personalized Opinions


Aug 04, 2018
Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang

Figure 1 for From Common to Special: When Multi-Attribute Learning Meets Personalized Opinions
Figure 2 for From Common to Special: When Multi-Attribute Learning Meets Personalized Opinions
Figure 3 for From Common to Special: When Multi-Attribute Learning Meets Personalized Opinions
Figure 4 for From Common to Special: When Multi-Attribute Learning Meets Personalized Opinions

  Access Paper or Ask Questions

A Margin-based MLE for Crowdsourced Partial Ranking


Jul 29, 2018
Qianqian Xu, Jiechao Xiong, Xinwei Sun, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao

Figure 1 for A Margin-based MLE for Crowdsourced Partial Ranking
Figure 2 for A Margin-based MLE for Crowdsourced Partial Ranking
Figure 3 for A Margin-based MLE for Crowdsourced Partial Ranking
Figure 4 for A Margin-based MLE for Crowdsourced Partial Ranking
* 9 pages, Accepted by ACM Multimedia 2018 as a full paper 
  Access Paper or Ask Questions

Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image


May 19, 2018
Huazhu Fu, Jun Cheng, Yanwu Xu, Changqing Zhang, Damon Wing Kee Wong, Jiang Liu, Xiaochun Cao

Figure 1 for Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image
Figure 2 for Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image
Figure 3 for Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image
Figure 4 for Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image
* Project homepage: https://hzfu.github.io/proj_glaucoma_fundus.html , and Accepted by IEEE Transactions on Medical Imaging 
  Access Paper or Ask Questions

Gated Fusion Network for Single Image Dehazing


Mar 31, 2018
Wenqi Ren, Lin Ma, Jiawei Zhang, Jinshan Pan, Xiaochun Cao, Wei Liu, Ming-Hsuan Yang

Figure 1 for Gated Fusion Network for Single Image Dehazing
Figure 2 for Gated Fusion Network for Single Image Dehazing
Figure 3 for Gated Fusion Network for Single Image Dehazing
Figure 4 for Gated Fusion Network for Single Image Dehazing

  Access Paper or Ask Questions

From Social to Individuals: a Parsimonious Path of Multi-level Models for Crowdsourced Preference Aggregation


Mar 08, 2018
Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Qingming Huang, Yuan Yao

Figure 1 for From Social to Individuals: a Parsimonious Path of Multi-level Models for Crowdsourced Preference Aggregation
Figure 2 for From Social to Individuals: a Parsimonious Path of Multi-level Models for Crowdsourced Preference Aggregation
Figure 3 for From Social to Individuals: a Parsimonious Path of Multi-level Models for Crowdsourced Preference Aggregation
Figure 4 for From Social to Individuals: a Parsimonious Path of Multi-level Models for Crowdsourced Preference Aggregation
* Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence as a regular paper. arXiv admin note: substantial text overlap with arXiv:1607.03401 
  Access Paper or Ask Questions

Stochastic Non-convex Ordinal Embedding with Stabilized Barzilai-Borwein Step Size


Jan 31, 2018
Ke Ma, Jinshan Zeng, Jiechao Xiong, Qianqian Xu, Xiaochun Cao, Wei Liu, Yuan Yao

Figure 1 for Stochastic Non-convex Ordinal Embedding with Stabilized Barzilai-Borwein Step Size
Figure 2 for Stochastic Non-convex Ordinal Embedding with Stabilized Barzilai-Borwein Step Size
Figure 3 for Stochastic Non-convex Ordinal Embedding with Stabilized Barzilai-Borwein Step Size
Figure 4 for Stochastic Non-convex Ordinal Embedding with Stabilized Barzilai-Borwein Step Size
* 11 pages, 3 figures, 2 tables, accepted by AAAI2018 
  Access Paper or Ask Questions

Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation


Jan 11, 2018
Huazhu Fu, Jun Cheng, Yanwu Xu, Damon Wing Kee Wong, Jiang Liu, Xiaochun Cao

Figure 1 for Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation
Figure 2 for Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation
Figure 3 for Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation
Figure 4 for Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation
* Project homepage: http://hzfu.github.io/proj_glaucoma_fundus.html , and Accepted by IEEE Transactions on Medical Imaging 
  Access Paper or Ask Questions

An Iterative Co-Saliency Framework for RGBD Images


Nov 04, 2017
Runmin Cong, Jianjun Lei, Huazhu Fu, Weisi Lin, Qingming Huang, Xiaochun Cao, Chunping Hou

Figure 1 for An Iterative Co-Saliency Framework for RGBD Images
Figure 2 for An Iterative Co-Saliency Framework for RGBD Images
Figure 3 for An Iterative Co-Saliency Framework for RGBD Images
Figure 4 for An Iterative Co-Saliency Framework for RGBD Images
* 13 pages, 13 figures, Accepted by IEEE Transactions on Cybernetics 2017. Project URL: https://rmcong.github.io/proj_RGBD_cosal_tcyb.html 
  Access Paper or Ask Questions

Saliency Detection for Stereoscopic Images Based on Depth Confidence Analysis and Multiple Cues Fusion


Oct 14, 2017
Runmin Cong, Jianjun Lei, Changqing Zhang, Qingming Huang, Xiaochun Cao, Chunping Hou

Figure 1 for Saliency Detection for Stereoscopic Images Based on Depth Confidence Analysis and Multiple Cues Fusion
Figure 2 for Saliency Detection for Stereoscopic Images Based on Depth Confidence Analysis and Multiple Cues Fusion
Figure 3 for Saliency Detection for Stereoscopic Images Based on Depth Confidence Analysis and Multiple Cues Fusion
Figure 4 for Saliency Detection for Stereoscopic Images Based on Depth Confidence Analysis and Multiple Cues Fusion
* 5 pages, 6 figures, Published on IEEE Signal Processing Letters 2016, Project URL: https://rmcong.github.io/proj_RGBD_sal.html 
  Access Paper or Ask Questions

Co-saliency Detection for RGBD Images Based on Multi-constraint Feature Matching and Cross Label Propagation


Oct 14, 2017
Runmin Cong, Jianjun Lei, Huazhu Fu, Qingming Huang, Xiaochun Cao, Chunping Hou

Figure 1 for Co-saliency Detection for RGBD Images Based on Multi-constraint Feature Matching and Cross Label Propagation
Figure 2 for Co-saliency Detection for RGBD Images Based on Multi-constraint Feature Matching and Cross Label Propagation
Figure 3 for Co-saliency Detection for RGBD Images Based on Multi-constraint Feature Matching and Cross Label Propagation
Figure 4 for Co-saliency Detection for RGBD Images Based on Multi-constraint Feature Matching and Cross Label Propagation
* 11 pages, 8 figures, Accepted by IEEE Transactions on Image Processing, Project URL: https://rmcong.github.io/proj_RGBD_cosal.html 
  Access Paper or Ask Questions