Shenghua Gao

According to our database1, Shenghua Gao authored at least 56 papers between 2009 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2018
Body Structure Aware Deep Crowd Counting.
IEEE Trans. Image Processing, 2018

Fundus Image Quality-Guided Diabetic Retinopathy Grading.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Saliency Detection in 360 ^\circ ∘ Videos.
Proceedings of the Computer Vision - ECCV 2018, 2018

Evaluating Capability of Deep Neural Networks for Image Classification via Information Plane.
Proceedings of the Computer Vision - ECCV 2018, 2018

Encoding Crowd Interaction With Deep Neural Network for Pedestrian Trajectory Prediction.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Gaze Prediction in Dynamic 360° Immersive Videos.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Face Aging With Identity-Preserved Conditional Generative Adversarial Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Future Frame Prediction for Anomaly Detection - A New Baseline.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Learning to Parse Wireframes in Images of Man-Made Environments.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Label Information Guided Graph Construction for Semi-Supervised Learning.
IEEE Trans. Image Processing, 2017

Locality Constrained Deep Supervised Hashing for Image Retrieval.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Beyond Universal Saliency: Personalized Saliency Prediction with Multi-task CNN.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Remembering history with convolutional LSTM for anomaly detection.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

A Revisit of Sparse Coding Based Anomaly Detection in Stacked RNN Framework.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Improving Training of Deep Neural Networks via Singular Value Bounding.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Patch-Set-Based Representation for Alignment-Free Image Set Classification.
IEEE Trans. Circuits Syst. Video Techn., 2016

DEFEATnet - A Deep Conventional Image Representation for Image Classification.
IEEE Trans. Circuits Syst. Video Techn., 2016

ROML: A Robust Feature Correspondence Approach for Matching Objects in A Set of Images.
International Journal of Computer Vision, 2016

Image compression via multiple learned geometric dictionaries.
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.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Single-Image Crowd Counting via Multi-Column Convolutional Neural Network.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Progressively Parsing Interactional Objects for Fine Grained Action Detection.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Cold-Start Heterogeneous-Device Wireless Localization.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Generalized Multiple Kernel Learning With Data-Dependent Priors.
IEEE Trans. Neural Netw. Learning Syst., 2015

RGB-D Object Recognition via Incorporating Latent Data Structure and Prior Knowledge.
IEEE Trans. Multimedia, 2015

Constructing a Nonnegative Low-Rank and Sparse Graph With Data-Adaptive Features.
IEEE Trans. Image Processing, 2015

PCANet: A Simple Deep Learning Baseline for Image Classification?
IEEE Trans. Image Processing, 2015

Single Sample Face Recognition via Learning Deep Supervised Autoencoders.
IEEE Trans. Information Forensics and Security, 2015

Laplacian Auto-Encoders: An explicit learning of nonlinear data manifold.
Neurocomputing, 2015

Neither Global Nor Local: Regularized Patch-Based Representation for Single Sample Per Person Face Recognition.
International Journal of Computer Vision, 2015

Design of global emergency communication system based on geosynchronous TDRSS.
Proceedings of the International Conference on Wireless Communications & Signal Processing, 2015

Partially Common-Semantic Pursuit for RGB-D Object Recognition.
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.
IEEE Trans. Multimedia, 2014

Learning Category-Specific Dictionary and Shared Dictionary for Fine-Grained Image Categorization.
IEEE Trans. Image Processing, 2014

Region-Based Saliency Detection and Its Application in Object Recognition.
IEEE Trans. Circuits Syst. Video Techn., 2014

Discovering joint audio-visual codewords for video event detection.
Mach. Vis. Appl., 2014

Hand-Crafted Features or Machine Learnt Features? Together They Improve RGB-D Object Recognition.
Proceedings of the 2014 IEEE International Symposium on Multimedia, 2014

Efficient Sparsity Estimation via Marginal-Lasso Coding.
Proceedings of the Computer Vision - ECCV 2014, 2014

Unsupervised Feature Learning for RGB-D Image Classification.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Regularized Feature Reconstruction for Spatio-Temporal Saliency Detection.
IEEE Trans. Image Processing, 2013

Objective-Guided Image Annotation.
IEEE Trans. Image Processing, 2013

Sparse Representation With Kernels.
IEEE Trans. Image Processing, 2013

Laplacian Sparse Coding, Hypergraph Laplacian Sparse Coding, and Applications.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Background subtraction via coherent trajectory decomposition.
Proceedings of the ACM Multimedia Conference, 2013

Learning by Associating Ambiguously Labeled Images.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Spatiotemporal Saliency Detection via Sparse Representation.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Learning Class-to-Image Distance via Large Margin and L1-Norm Regularization.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Multi-layer group sparse coding - For concurrent image classification and annotation.
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.
J. Visual Communication and Image Representation, 2010

Discovering Class-Specific Informative Patches and Its Application in Landmark Charaterization.
Proceedings of the Advances in Multimedia Modeling, 2010

Automatic image tagging via category label and web data.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Wikipedia-assisted concept thesaurus for better web media understanding.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Kernel Sparse Representation for Image Classification and Face Recognition.
Proceedings of the Computer Vision, 2010

Local features are not lonely - Laplacian sparse coding for image classification.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Concept model-based unsupervised web image re-ranking.
Proceedings of the International Conference on Image Processing, 2009


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