Shenghua Gao

Proceedings of the Generalization with Deep Learning: For Improvement on Sensing Capability, 2021

2020

Image saliency detection via multi-scale iterative CNN.

[BibT_eX]

[DOI]

Kun Huang

Vis. Comput., 2020

Noise Adaptation Generative Adversarial Network for Medical Image Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2020

Correction to "Noise Adaptation Generative Adversarial Network for Medical Image Analysis".

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2020

Visual Tracking With Multiview Trajectory Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Multi-level feature fusion based Locality-Constrained Spatial Transformer network for video crowd counting.

[BibT_eX]

[DOI]

Neurocomputing, 2020

SIRI: Spatial Relation Induced Network For Spatial Description Resolution.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Sparse-Gan: Sparsity-Constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Open-Set OCT Image Recognition with Synthetic Learning.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

SUNet: A Lesion Regularized Model for Simultaneous Diabetic Retinopathy and Diabetic Macular Edema Grading.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Perceptual-Assisted Adversarial Adaptation for Choroid Segmentation in Optical Coherence Tomography.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Towards Fast Adaptation of Neural Architectures with Meta Learning.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Structured3D: A Large Photo-Realistic Dataset for Structured 3D Modeling.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

P<sup>2</sup>Net: Patch-Match and Plane-Regularization for Unsupervised Indoor Depth Estimation.

[BibT_eX]

[DOI]

Zehao Yu

Lei Jin

Proceedings of the Computer Vision - ECCV 2020, 2020

Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement.

[BibT_eX]

[DOI]

Zehao Yu

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Geometric Structure Based and Regularized Depth Estimation From 360 Indoor Imagery.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Multiview Multitask Gaze Estimation With Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

CE-Net: Context Encoder Network for 2D Medical Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2019

Personalized Saliency and Its Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Utilizing Information Bottleneck to Evaluate the Capability of Deep Neural Networks for Image Classification.

[BibT_eX]

[DOI]

Entropy, 2019

BioNet: Infusing Biomarker Prior into Global-to-Local Network for Choroid Segmentation in Optical Coherence Tomography Images.

[BibT_eX]

[DOI]

CoRR, 2019

Generic Multiview Visual Tracking.

[BibT_eX]

[DOI]

CoRR, 2019

Wireframe Parsing With Guidance of Distance Map.

[BibT_eX]

[DOI]

Kun Huang

IEEE Access, 2019

Learning Semantics-aware Distance Map with Semantics Layering Network for Amodal Instance Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

SkrGAN: Sketching-Rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Ki-GAN: Knowledge Infusion Generative Adversarial Network for Photoacoustic Image Reconstruction In Vivo.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Margin Learning Embedded Prediction for Video Anomaly Detection with A Few Anomalies.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Locality-Constrained Spatial Transformer Network for Video Crowd Counting.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Hybrid Neural Network for Photoacoustic Imaging Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

PPGNet: Learning Point-Pair Graph for Line Segment Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Single-Image Piece-Wise Planar 3D Reconstruction via Associative Embedding.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Density Map Regression Guided Detection Network for RGB-D Crowd Counting and Localization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Local to Global Learning: Gradually Adding Classes for Training Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

RGBD Based Gaze Estimation via Multi-Task CNN.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Body Structure Aware Deep Crowd Counting.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Deep Surface Light Fields.

[BibT_eX]

[DOI]

Proc. ACM Comput. Graph. Interact. Tech., 2018

Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading Kang.

[BibT_eX]

[DOI]

CoRR, 2018

Fundus Image Quality-Guided Diabetic Retinopathy Grading.

[BibT_eX]

[DOI]

Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Saliency Detection in 360 ^\circ ∘ Videos.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Evaluating Capability of Deep Neural Networks for Image Classification via Information Plane.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Encoding Crowd Interaction With Deep Neural Network for Pedestrian Trajectory Prediction.

[BibT_eX]

[DOI]

Yanyu Xu

Zhixin Piao

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Gaze Prediction in Dynamic 360° Immersive Videos.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Face Aging With Identity-Preserved Conditional Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Future Frame Prediction for Anomaly Detection - A New Baseline.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Learning to Parse Wireframes in Images of Man-Made Environments.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Believe It or Not, We Know What You Are Looking At!

[BibT_eX]

[DOI]

Dongze Lian

Zehao Yu

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

Label Information Guided Graph Construction for Semi-Supervised Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Locality Constrained Deep Supervised Hashing for Image Retrieval.

[BibT_eX]

[DOI]

Hao Zhu

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Beyond Universal Saliency: Personalized Saliency Prediction with Multi-task CNN.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Remembering history with convolutional LSTM for anomaly detection.

[BibT_eX]

[DOI]

Weixin Luo

Wen Liu

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

A Revisit of Sparse Coding Based Anomaly Detection in Stacked RNN Framework.

[BibT_eX]

[DOI]

Weixin Luo

Wen Liu

Proceedings of the IEEE International Conference on Computer Vision, 2017

Improving Training of Deep Neural Networks via Singular Value Bounding.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Patch-Set-Based Representation for Alignment-Free Image Set Classification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2016

DEFEATnet - A Deep Conventional Image Representation for Image Classification.

[BibT_eX]

[DOI]

Lixin Duan

Ivor W. Tsang

IEEE Trans. Circuits Syst. Video Technol., 2016

ROML: A Robust Feature Correspondence Approach for Matching Objects in A Set of Images.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2016

Image compression via multiple learned geometric dictionaries.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Bi-Level Multi-column Convolutional Neural Networks for Facial Landmark Point Detection.

[BibT_eX]

[DOI]

Yanyu Xu

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Single-Image Crowd Counting via Multi-Column Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Progressively Parsing Interactional Objects for Fine Grained Action Detection.

[BibT_eX]

[DOI]

Bingbing Ni

Xiaokang Yang

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Cold-Start Heterogeneous-Device Wireless Localization.

[BibT_eX]

[DOI]

Kevin Chen-Chuan Chang

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Generalized Multiple Kernel Learning With Data-Dependent Priors.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2015

RGB-D Object Recognition via Incorporating Latent Data Structure and Prior Knowledge.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2015

Constructing a Nonnegative Low-Rank and Sparse Graph With Data-Adaptive Features.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

PCANet: A Simple Deep Learning Baseline for Image Classification?

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Single Sample Face Recognition via Learning Deep Supervised Autoencoders.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2015

Laplacian Auto-Encoders: An explicit learning of nonlinear data manifold.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Neither Global Nor Local: Regularized Patch-Based Representation for Single Sample Per Person Face Recognition.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2015

Design of global emergency communication system based on geosynchronous TDRSS.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Wireless Communications & Signal Processing, 2015

Partially Common-Semantic Pursuit for RGB-D Object Recognition.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

2014

Concurrent Single-Label Image Classification and Annotation via Efficient Multi-Layer Group Sparse Coding.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2014

Learning Category-Specific Dictionary and Shared Dictionary for Fine-Grained Image Categorization.

[BibT_eX]

[DOI]

Yi Ma

IEEE Trans. Image Process., 2014

Region-Based Saliency Detection and Its Application in Object Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2014

Discovering joint audio-visual codewords for video event detection.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2014

Constructing a Non-Negative Low Rank and Sparse Graph with Data-Adaptive Features.

[BibT_eX]

[DOI]

CoRR, 2014

Hand-Crafted Features or Machine Learnt Features? Together They Improve RGB-D Object Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Multimedia, 2014

Efficient Sparsity Estimation via Marginal-Lasso Coding.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014, 2014

Unsupervised Feature Learning for RGB-D Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2014, 2014

2013

Regularized Feature Reconstruction for Spatio-Temporal Saliency Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2013

Objective-Guided Image Annotation.

[BibT_eX]

[DOI]

Qi Mao

IEEE Trans. Image Process., 2013

Sparse Representation With Kernels.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2013

Laplacian Sparse Coding, Hypergraph Laplacian Sparse Coding, and Applications.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Background subtraction via coherent trajectory decomposition.

[BibT_eX]

[DOI]

Proceedings of the ACM Multimedia Conference, 2013

Learning by Associating Ambiguously Labeled Images.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Improving sparse coding with graph, kernel, and structure

[BibT_eX]

[DOI]

PhD thesis, 2012

Spatiotemporal Saliency Detection via Sparse Representation.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Learning Class-to-Image Distance via Large Margin and L1-Norm Regularization.

[BibT_eX]

[DOI]

Zhengxiang Wang

Proceedings of the Computer Vision - ECCV 2012, 2012

2011

Multi-layer group sparse coding - For concurrent image classification and annotation.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Web image concept annotation with better understanding of tags and visual features.

[BibT_eX]

[DOI]

Xiangang Cheng

J. Vis. Commun. Image Represent., 2010

Discovering Class-Specific Informative Patches and Its Application in Landmark Charaterization.

[BibT_eX]

[DOI]

Xiangang Cheng

Proceedings of the Advances in Multimedia Modeling, 2010

Automatic image tagging via category label and web data.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Wikipedia-assisted concept thesaurus for better web media understanding.

[BibT_eX]

[DOI]

Huan Wang

Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Kernel Sparse Representation for Image Classification and Face Recognition.

[BibT_eX]

[DOI]