Qingshan Liu

Affiliations:
  • Nanjing University of Information Science & Technology (NUIST), School of Information and Control
  • Chinese Academy of Sciences, Institute of Automation, National Laboratory of Pattern Recognition, Beijing (PhD 2003)


According to our database1, Qingshan Liu authored at least 305 papers between 2002 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Masked Spectral-Spatial Feature Prediction for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Estimating Tropical Cyclone Intensity Using an STIA Model From Himawari-8 Satellite Images in the Western North Pacific Basin.
IEEE Trans. Geosci. Remote. Sens., 2024

DiFormer: A Difference Transformer Network for Remote Sensing Change Detection.
IEEE Geosci. Remote. Sens. Lett., 2024

2023
Human pose transfer via shape-aware partial flow prediction network.
Multim. Syst., August, 2023

Looking at Boundary: Siamese Densely Cooperative Fusion for Salient Object Detection.
IEEE Trans. Neural Networks Learn. Syst., July, 2023

3D Information Guided Motion Transfer via Sequential Image Based Human Model Refinement and Face-Attention GAN.
IEEE Trans. Circuits Syst. Video Technol., July, 2023

MSNet: Multi-Resolution Synergistic Networks for Adaptive Inference.
IEEE Trans. Circuits Syst. Video Technol., May, 2023

Pose-Driven Realistic 2-D Motion Synthesis.
IEEE Trans. Cybern., April, 2023

Adaptive Multi-View and Temporal Fusing Transformer for 3D Human Pose Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Deep Object Co-Segmentation and Co-Saliency Detection via High-Order Spatial-Semantic Network Modulation.
IEEE Trans. Multim., 2023

Multilevel Spatial-Temporal Excited Graph Network for Skeleton-Based Action Recognition.
IEEE Trans. Image Process., 2023

Mining Joint Intraimage and Interimage Context for Remote Sensing Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

Geometry-Injected Image-Based Point Cloud Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2023

Category-Level Assignment for Cross-Domain Semantic Segmentation in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023

Bias-Based Soft Label Learning for Facial Expression Recognition.
IEEE Trans. Affect. Comput., 2023

Statistical Downscaling of Temperature Distributions in Southwest China by Using Terrain-Guided Attention Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Optimization-Based Post-Training Quantization With Bit-Split and Stitching.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Intellectual property protection for deep semantic segmentation models.
Frontiers Comput. Sci., 2023

Teacher Agent: A Non-Knowledge Distillation Method for Rehearsal-based Video Incremental Learning.
CoRR, 2023

Crowd Counting with Online Knowledge Learning.
CoRR, 2023

Temporally Efficient Gabor Transformer for Unsupervised Video Object Segmentation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

ACLM: Adaptive Compensatory Label Mining for Facial Expression Recognition.
Proceedings of the Image and Graphics - 12th International Conference, 2023

2022
Image Co-Saliency Detection and Instance Co-Segmentation Using Attention Graph Clustering Based Graph Convolutional Network.
IEEE Trans. Multim., 2022

Local Self-Expression Subspace Learning Network for Motion Capture Data.
IEEE Trans. Image Process., 2022

Limb Pose Aware Networks for Monocular 3D Pose Estimation.
IEEE Trans. Image Process., 2022

Predicting Tropical Cyclogenesis Using a Deep Learning Method From Gridded Satellite and ERA5 Reanalysis Data in the Western North Pacific Basin.
IEEE Trans. Geosci. Remote. Sens., 2022

Global Tropical Cyclone Precipitation Estimation via a Multitask Convolutional Neural Network Based on HURSAT-B1 Data.
IEEE Trans. Geosci. Remote. Sens., 2022

Unsupervised Spatial-Spectral Network Learning for Hyperspectral Compressive Snapshot Reconstruction.
IEEE Trans. Geosci. Remote. Sens., 2022

Multiscale Progressive Segmentation Network for High-Resolution Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022

Cross-Modality Contrastive Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Hierarchical Context Network for Airborne Image Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2022

Complementarity-Aware Attention Network for Salient Object Detection.
IEEE Trans. Cybern., 2022

Self-Supervised Video Representation Learning Using Improved Instance-Wise Contrastive Learning and Deep Clustering.
IEEE Trans. Circuits Syst. Video Technol., 2022

Keyframe-Editable Real-Time Motion Synthesis.
IEEE Trans. Circuits Syst. Video Technol., 2022

Video Snapshot Compressive Imaging Using Residual Ensemble Network.
IEEE Trans. Circuits Syst. Video Technol., 2022

Spatial Consistency Constrained GAN for Human Motion Transfer.
IEEE Trans. Circuits Syst. Video Technol., 2022

Semi-Supervised Video Object Segmentation via Learning Object-Aware Global-Local Correspondence.
IEEE Trans. Circuits Syst. Video Technol., 2022

Phase Space Reconstruction Driven Spatio-Temporal Feature Learning for Dynamic Facial Expression Recognition.
IEEE Trans. Affect. Comput., 2022

Learning interlaced sparse Sinkhorn matching network for video super-resolution.
Pattern Recognit., 2022

CED-Net: contextual encoder-decoder network for 3D face reconstruction.
Multim. Syst., 2022

A Unified Object Counting Network with Object Occupation Prior.
CoRR, 2022

PointAttN: You Only Need Attention for Point Cloud Completion.
CoRR, 2022

SITS-Former: A pre-trained spatio-spectral-temporal representation model for Sentinel-2 time series classification.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Waterfall-Net: Waterfall Feature Aggregation for Point Cloud Semantic Segmentation.
Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

Bidirectionally Learning Dense Spatio-temporal Feature Propagation Network for Unsupervised Video Object Segmentation.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Transformer-based Residual Network for Hyperspectral Snapshot Compressive Reconstruction.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

ReX: An Efficient Approach to Reducing Memory Cost in Image Classification.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
3D Tensor Auto-encoder with Application to Video Compression.
ACM Trans. Multim. Comput. Commun. Appl., 2021

Nonconvex Low-Rank Kernel Sparse Subspace Learning for Keyframe Extraction and Motion Segmentation.
IEEE Trans. Neural Networks Learn. Syst., 2021

Unsupervised Network Quantization via Fixed-Point Factorization.
IEEE Trans. Neural Networks Learn. Syst., 2021

Stacked U-Shape Network With Channel-Wise Attention for Salient Object Detection.
IEEE Trans. Multim., 2021

Collaborative Local-Global Learning for Temporal Action Proposal.
ACM Trans. Intell. Syst. Technol., 2021

Parallel Connected LSTM for Matrix Sequence Prediction with Elusive Correlations.
ACM Trans. Intell. Syst. Technol., 2021

Learning Deep Global Multi-Scale and Local Attention Features for Facial Expression Recognition in the Wild.
IEEE Trans. Image Process., 2021

Multi-Stage Feature Fusion Network for Video Super-Resolution.
IEEE Trans. Image Process., 2021

Backward Attentive Fusing Network With Local Aggregation Classifier for 3D Point Cloud Semantic Segmentation.
IEEE Trans. Image Process., 2021

Spectral Super-Resolution Network Guided by Intrinsic Properties of Hyperspectral Imagery.
IEEE Trans. Image Process., 2021

Class-Guided Feature Decoupling Network for Airborne Image Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2021

Classification of Hyperspectral Images via Multitask Generative Adversarial Networks.
IEEE Trans. Geosci. Remote. Sens., 2021

Hyperspectral Image Classification With Attention-Aided CNNs.
IEEE Trans. Geosci. Remote. Sens., 2021

Feature Alignment and Aggregation Siamese Networks for Fast Visual Tracking.
IEEE Trans. Circuits Syst. Video Technol., 2021

Video saliency prediction using enhanced spatiotemporal alignment network.
Pattern Recognit., 2021

Matrix Completion with Deterministic Sampling: Theories and Methods.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Body parts relevance learning via expectation-maximization for human pose estimation.
Multim. Syst., 2021

Likelihood-constrained coupled space learning for motion synthesis.
Inf. Sci., 2021

Tensor LISTA: Differentiable sparse representation learning for multi-dimensional tensor.
Neurocomputing, 2021

Adaptively Multi-view and Temporal Fusing Transformer for 3D Human Pose Estimation.
CoRR, 2021

Former-DFER: Dynamic Facial Expression Recognition Transformer.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Deep Transport Network for Unsupervised Video Object Segmentation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

DeepACG: Co-Saliency Detection via Semantic-Aware Contrast Gromov-Wasserstein Distance.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Causal Intervention Learning for Multi-person Pose Estimation.
Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

Robust Lightweight Facial Expression Recognition Network with Label Distribution Training.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Learning Non-Locally Regularized Compressed Sensing Network With Half-Quadratic Splitting.
IEEE Trans. Multim., 2020

Dual-Path Attention Network for Compressed Sensing Image Reconstruction.
IEEE Trans. Image Process., 2020

Tropical Cyclone Intensity Estimation Using Two-Branch Convolutional Neural Network From Infrared and Water Vapor Images.
IEEE Trans. Geosci. Remote. Sens., 2020

Classification of Hyperspectral and LiDAR Data Using Coupled CNNs.
IEEE Trans. Geosci. Remote. Sens., 2020

Selecting Optimal Completion to Partial Matrix via Self-Validation.
IEEE Signal Process. Lett., 2020

Learning image compressed sensing with sub-pixel convolutional generative adversarial network.
Pattern Recognit., 2020

Learning residual refinement network with semantic context representation for real-time saliency object detection.
Pattern Recognit., 2020

Hierarchical attentive Siamese network for real-time visual tracking.
Neural Comput. Appl., 2020

Dual Iterative Hard Thresholding.
J. Mach. Learn. Res., 2020

Single image super-resolution with enhanced Laplacian pyramid network via conditional generative adversarial learning.
Neurocomputing, 2020

Recurrent reverse attention guided residual learning for saliency object detection.
Neurocomputing, 2020

Flow driven attention network for video salient object detection.
IET Image Process., 2020

Real-time manifold regularized context-aware correlation tracking.
Frontiers Comput. Sci., 2020

Learning lightweight Multi-Scale Feedback Residual network for single image super-resolution.
Comput. Vis. Image Underst., 2020

Top-Down Fusing Multi-level Contextual Features for Salient Object Detection.
Proceedings of the Pattern Recognition and Computer Vision - Third Chinese Conference, 2020

Dual Temporal Memory Network for Efficient Video Object Segmentation.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Prinet: A Prior Driven Spectral Super-Resolution Network.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Meta-learning with Network Pruning.
Proceedings of the Computer Vision - ECCV 2020, 2020

ProxyBNN: Learning Binarized Neural Networks via Proxy Matrices.
Proceedings of the Computer Vision - ECCV 2020, 2020

Learning Memory Augmented Cascading Network for Compressed Sensing of Images.
Proceedings of the Computer Vision - ECCV 2020, 2020

Adaptive Graph Convolutional Network With Attention Graph Clustering for Co-Saliency Detection.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Deep Object Co-Segmentation via Spatial-Semantic Network Modulation.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Parallel Attentive Correlation Tracking.
IEEE Trans. Image Process., 2019

Robust Subspace Clustering With Compressed Data.
IEEE Trans. Image Process., 2019

Learning-Based Sphere Nonlinear Interpolation for Motion Synthesis.
IEEE Trans. Ind. Informatics, 2019

Cascaded Recurrent Neural Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

Pyramid Fully Convolutional Network for Hyperspectral and Multispectral Image Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Pan-GGF: A probabilistic method for pan-sharpening with gradient domain guided image filtering.
Signal Process., 2019

Joint Active Learning with Feature Selection via CUR Matrix Decomposition.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Dynamic Structure Embedded Online Multiple-Output Regression for Streaming Data.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Low-rank weighted co-saliency detection via efficient manifold ranking.
Multim. Tools Appl., 2019

Retrieving Soil Moisture Over Continental U.S. via Multi-View Multi-Task Learning.
IEEE Geosci. Remote. Sens. Lett., 2019

实时高置信度更新补充学习跟踪 (Real-time High-confidence Update Complementary Learner Tracking).
计算机科学, 2019

Hyperspectral image classification using spectral-spatial LSTMs.
Neurocomputing, 2019

Moving object detection via segmentation and saliency constrained RPCA.
Neurocomputing, 2019

Image super-resolution using conditional generative adversarial network.
IET Image Process., 2019

Local Context Embedding Neural Network for Scene Semantic Segmentation.
Proceedings of the Pattern Recognition and Computer Vision - Second Chinese Conference, 2019

PointNet-Based Channel Attention VLAD Network.
Proceedings of the Pattern Recognition and Computer Vision - Second Chinese Conference, 2019

Co-Saliency Detection via Mask-Guided Fully Convolutional Networks With Multi-Scale Label Smoothing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Distributed Inexact Newton-type Pursuit for Non-convex Sparse Learning.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018
Reversed Spectral Hashing.
IEEE Trans. Neural Networks Learn. Syst., 2018

A Self-Paced Regularization Framework for Multilabel Learning.
IEEE Trans. Neural Networks Learn. Syst., 2018

Nonlinear Low-Rank Matrix Completion for Human Motion Recovery.
IEEE Trans. Image Process., 2018

Learning Multiscale Deep Features for High-Resolution Satellite Image Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2018

Visual Tracking via Nonlocal Similarity Learning.
IEEE Trans. Circuits Syst. Video Technol., 2018

Spatiotemporal Satellite Image Fusion Using Deep Convolutional Neural Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Dimensionality Reduction of Hyperspectral Image Using Spatial Regularized Local Graph Discriminant Embedding.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Comparing the Performance of Neural Network and Deep Convolutional Neural Network in Estimating Soil Moisture from Satellite Observations.
Remote. Sens., 2018

Saliency fusion via sparse and double low rank decomposition.
Pattern Recognit. Lett., 2018

Visual tracking via Boolean map representations.
Pattern Recognit., 2018

Visual tracking using spatio-temporally nonlocally regularized correlation filter.
Pattern Recognit., 2018

Spatio-temporal convolutional features with nested LSTM for facial expression recognition.
Neurocomputing, 2018

Multi-component group sparse RPCA model for motion object detection under complex dynamic background.
Neurocomputing, 2018

Fast subspace segmentation via Random Sample Probing.
Neurocomputing, 2018

Matrix Completion with Nonuniform Sampling: Theories and Methods.
CoRR, 2018

Fast and Robust Subspace Clustering Using Random Projections.
CoRR, 2018

Cascaded Regional Spatio-Temporal Feature-Routing Networks for Video Object Detection.
IEEE Access, 2018

Complementary Tracking via Dual Color Clustering and Spatio-Temporal Regularized Correlation Learning.
IEEE Access, 2018

Integrating Convolutional Neural Network and Gated Recurrent Unit for Hyperspectral Image Spectral-Spatial Classification.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Joint Head Pose Estimation with Multi-task Cascaded Convolutional Networks for Face Alignment.
Proceedings of the 24th International Conference on Pattern Recognition, 2018


2017
Deep Learning for Histopathological Image Analysis: Towards Computerized Diagnosis on Cancers.
Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Image Computing, 2017

Elastic Net Hypergraph Learning for Image Clustering and Semi-Supervised Classification.
IEEE Trans. Image Process., 2017

Adaptive Cascade Regression Model For Robust Face Alignment.
IEEE Trans. Image Process., 2017

Parallel Sparse Subspace Clustering via Joint Sample and Parameter Blockwise Partition.
ACM Trans. Embed. Comput. Syst., 2017

Adaptive Compressive Tracking via Online Vector Boosting Feature Selection.
IEEE Trans. Cybern., 2017

Improving the Spatial Resolution of FY-3 Microwave Radiation Imager via Fusion With FY-3/MERSI.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Robust Matrix Discriminative Analysis for Feature Extraction From Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Graph Regularized Nonlinear Ridge Regression for Remote Sensing Data Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Spatial-Spectral Locality-Constrained Low-Rank Representation with Semi-Supervised Hypergraph Learning for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Hypergraph Embedding for Spatial-Spectral Joint Feature Extraction in Hyperspectral Images.
Remote. Sens., 2017

Bidirectional-Convolutional LSTM Based Spectral-Spatial Feature Learning for Hyperspectral Image Classification.
Remote. Sens., 2017

Robust facial landmark tracking via cascade regression.
Pattern Recognit., 2017

Newton-Type Greedy Selection Methods for ℓ<sub>0</sub>-Constrained Minimization.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Blessing of Dimensionality: Recovering Mixture Data via Dictionary Pursuit.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Face image retrieval based on shape and texture feature fusion.
Comput. Vis. Media, 2017

A New Theory for Matrix Completion.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Multicore implementation of the multi-scale adaptive deep pyramid matching model for remotely sensed image classification.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Dual Iterative Hard Thresholding: From Non-convex Sparse Minimization to Non-smooth Concave Maximization.
Proceedings of the 34th International Conference on Machine Learning, 2017

Stacked Hourglass Network for Robust Facial Landmark Localisation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Self-Paced Multi-Task Learning.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Efficient χ<sup>2</sup> Kernel Linearization via Random Feature Maps.
IEEE Trans. Neural Networks Learn. Syst., 2016

Max-Margin-Based Discriminative Feature Learning.
IEEE Trans. Neural Networks Learn. Syst., 2016

Stacked Sparse Autoencoder (SSAE) for Nuclei Detection on Breast Cancer Histopathology Images.
IEEE Trans. Medical Imaging, 2016

Robust Visual Tracking via Convolutional Networks Without Training.
IEEE Trans. Image Process., 2016

Dual Sparse Constrained Cascade Regression for Robust Face Alignment.
IEEE Trans. Image Process., 2016

Matrix-Based Discriminant Subspace Ensemble for Hyperspectral Image Spatial-Spectral Feature Fusion.
IEEE Trans. Geosci. Remote. Sens., 2016

FaceHunter: A multi-task convolutional neural network based face detector.
Signal Process. Image Commun., 2016

A Deterministic Analysis for LRR.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

M<sup>3</sup> CSR: Multi-view, multi-scale and multi-component cascade shape regression.
Image Vis. Comput., 2016

Robust visual tracking via patch based kernel correlation filters with adaptive multiple feature ensemble.
Neurocomputing, 2016

Robust object tracking by online Fisher discrimination boosting feature selection.
Comput. Vis. Image Underst., 2016

Unsupervised Video Segmentation via Spatio-Temporally Nonlocal Appearance Learning.
CoRR, 2016

Visual Tracking via Boolean Map Representations.
CoRR, 2016

Graph Regularized Low Rank Representation for Aerosol Optical Depth Retrieval.
CoRR, 2016

Adaptive Deep Pyramid Matching for Remote Sensing Scene Classification.
CoRR, 2016

Learning Multi-Scale Deep Features for High-Resolution Satellite Image Classification.
CoRR, 2016

A Self-Paced Regularization Framework for Multi-Label Learning.
CoRR, 2016

Learning Additive Exponential Family Graphical Models via \ell_{2, 1}-norm Regularized M-Estimation.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Advancing Iterative Quantization Hashing Using Isotropic Prior.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Efficient k-Support-Norm Regularized Minimization via Fully Corrective Frank-Wolfe Method.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Decentralized Robust Subspace Clustering.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Spatially Regularized Streaming Sensor Selection.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Ordinal Distance Metric Learning for Image Ranking.
IEEE Trans. Neural Networks Learn. Syst., 2015

Improving the Spatial Resolution of Landsat TM/ETM+ Through Fusion With SPOT5 Images via Learning-Based Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2015

Learning Multiscale Active Facial Patches for Expression Analysis.
IEEE Trans. Cybern., 2015

A Variational Approach to Simultaneous Image Segmentation and Bias Correction.
IEEE Trans. Cybern., 2015

Human Age Estimation Based on Locality and Ordinal Information.
IEEE Trans. Cybern., 2015

Inferring occluded features for fast object detection.
Signal Process., 2015

How friends affect user behaviors? An exploration of social relation analysis for recommendation.
Knowl. Based Syst., 2015

基于稀疏级联回归的快速人脸配准方法及其在移动设备上的应用 (Fast Face Alignment Method Based on Sparse Cascade Regression and its Application on Mobile Devices).
计算机科学, 2015

Crew exploration vehicle (CEV) attitude control using a neural-immunology/memory network.
Int. J. Syst. Sci., 2015

Low rank driven robust facial landmark regression.
Neurocomputing, 2015

Sparse random projection for χ<sup>2</sup> kernel linearization: Algorithm and applications to image classification.
Neurocomputing, 2015

Robust Tracking via Convolutional Networks without Learning.
CoRR, 2015

Active Sample Learning and Feature Selection: A Unified Approach.
CoRR, 2015

Hierarchical Convolutional Neural Network for Face Detection.
Proceedings of the Image and Graphics - 8th International Conference, 2015

Facial Shape Tracking via Spatio-Temporal Cascade Shape Regression.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Additive Nearest Neighbor Feature Maps.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Convolutional Neural Networks for Clothes Categories.
Proceedings of the Computer Vision - CCF Chinese Conference, 2015

2014
Learning Discriminative Dictionary for Group Sparse Representation.
IEEE Trans. Image Process., 2014

Learning the object location, scale and view for image categorization with adapted classifier.
Inf. Sci., 2014

Robust Text Detection in Natural Scenes Using Text Geometry and Visual Appearance.
Int. J. Autom. Comput., 2014

Max-Margin based Discriminative Feature Learning.
CoRR, 2014

MORES: Online Incremental Multiple-Output Regression for Data Streams.
CoRR, 2014

Discriminative Context Models for Collective Activity Recognition.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Multiple-Output Regression with High-Order Structure Information.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Fast Visual Tracking via Dense Spatio-temporal Context Learning.
Proceedings of the Computer Vision - ECCV 2014, 2014

Newton Greedy Pursuit: A Quadratic Approximation Method for Sparsity-Constrained Optimization.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Ordinal regularized manifold feature extraction for image ranking.
Signal Process., 2013

Monitoring activity of taking medicine by incorporating RFID and video analysis.
Netw. Model. Anal. Health Informatics Bioinform., 2013

Recognizing expressions from face and body gesture by temporal normalized motion and appearance features.
Image Vis. Comput., 2013

Learning for scalable multimedia representation.
Neurocomputing, 2013

Video event description in scene context.
Neurocomputing, 2013

A Weighted One Class Collaborative Filtering with Content Topic Features.
Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

2012
Special Section on Object and Event Classification in Large-Scale Video Collections.
IEEE Trans. Multim., 2012

Temporal Spectral Residual for fast salient motion detection.
Neurocomputing, 2012

Ordinal preserving projection: a novel dimensionality reduction method for image ranking.
Proceedings of the International Conference on Multimedia Retrieval, 2012

Learning distance metric regression for facial age estimation.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Learning active facial patches for expression analysis.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Learning ordinal discriminative features for age estimation.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
A Component-Based Framework for Generalized Face Alignment.
IEEE Trans. Syst. Man Cybern. Part B, 2011

Identifying Regional Cardiac Abnormalities From Myocardial Strains Using Nontracking-Based Strain Estimation and Spatio-Temporal Tensor Analysis.
IEEE Trans. Medical Imaging, 2011

Hypergraph with sampling for image retrieval.
Pattern Recognit., 2011

Unsupervised Image Categorization by Hypergraph Partition.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Dynamic soft encoded patterns for facial event analysis.
Comput. Vis. Image Underst., 2011

Content quality based image retrieval with multiple instance boost ranking.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Segment and recognize expression phase by fusion of motion area and neutral divergence features.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Abnormal detection using interaction energy potentials.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

A Framework for the Recognition of Nonmanual Markers in Segmented Sequences of American Sign Language.
Proceedings of the British Machine Vision Conference, 2011

Identifying medicine bottles by incorporating RFID and video analysis.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

2010
Lennard-Jones force field for geometric active contour.
Signal Process., 2010

Lesion-Specific Coronary Artery Calcium Quantification for Predicting Cardiac Event with Multiple Instance Support Vector Machines.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Exploring facial expressions with compositional features.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Image retrieval via probabilistic hypergraph ranking.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Boosting encoded dynamic features for facial expression recognition.
Pattern Recognit. Lett., 2009

Introduction to the special issue on Video-based Object and Event Analysis.
Pattern Recognit. Lett., 2009

Image annotation via graph learning.
Pattern Recognit., 2009

Introduction to computer vision and image understanding the special issue on video analysis.
Comput. Vis. Image Underst., 2009

Temporal spectral residual: fast motion saliency detection.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

A variational multi-view learning framework and its application to image segmentation.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Expanded bag of words representation for object classification.
Proceedings of the International Conference on Image Processing, 2009

RankBoost with l1 regularization for facial expression recognition and intensity estimation.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Video object segmentation by hypergraph cut.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
A Multimodal Scheme for Program Segmentation and Representation in Broadcast Video Streams.
IEEE Trans. Multim., 2008

A new extension of kernel feature and its application for visual recognition.
Neurocomputing, 2008

Identifying Regional Cardiac Abnormalities from Myocardial Strains Using Spatio-temporal Tensor Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

A novel learning based segmentation method for rodent brain structures using MRI.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Urban Change Detection based on Local Features and Multiscale Fusion.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

A Multilevel Contextual Approach to Change Detection for very high Resolution Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

A variational inference based approach for image segmentation.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Human-centered image navigation on mobile devices.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Unifying Subspace and Distance Metric Learning with Bhattacharyya Coefficient for Image Classification.
Proceedings of the Emerging Trends in Visual Computing, 2008

Similarity Features for Facial Event Analysis.
Proceedings of the Computer Vision, 2008

Facial expression recognition using encoded dynamic features.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
An improved variable-size block-matching algorithm.
Multim. Tools Appl., 2007

Automatic TV Logo Detection, Tracking and Removal in Broadcast Video.
Proceedings of the Advances in Multimedia Modeling, 2007

Registration of Lung Tissue Between Fluoroscope and CT Images: Determination of Beam Gating Parameters in Radiotherapy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

A New Multimedia Message Customizing Framework for mobile Devices.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Facial Expression Recognition using Encoded Dynamic Features.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Robust Commercial Retrieval in Video Streams.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Image Annotation Refinement using NSC-Based Word Correlation.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

A Component Based Deformable Model for Generalized Face Alignment.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Boosting Coded Dynamic Features for Facial Action Units and Facial Expression Recognition.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Topology-Preserved Diffusion Distance for Histogram Comparison.
Proceedings of the British Machine Vision Conference 2007, 2007

A Unified Framework of Subspace and Distance Metric Learning for Face Recognition.
Proceedings of the Analysis and Modeling of Faces and Gestures, 2007

Face Mis-alignment Analysis by Multiple-Instance Subspace.
Proceedings of the Computer Vision, 2007

Image Segmentation Using Co-EM Strategy.
Proceedings of the Computer Vision, 2007

2006
Face recognition using kernel scatter-difference-based discriminant analysis.
IEEE Trans. Neural Networks, 2006

Ensemble learning for independent component analysis.
Pattern Recognit., 2006

A framework for providing adaptive sports video to mobile devices.
Proceedings of the 2nd International Conference on Mobile Multimedia Communications, 2006

An adaptive graph model for automatic image annotation.
Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2006

Dynamic Similarity Kernel for Visual Recognition.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

Occlusion Robust Face Recognition with Dynamic Similarity Features.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A Geometric Active Contour Framework using Multi-Cue and Local Feature.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Fast Progressive Model Refinement Global Motion Estimation Algorithm with Prediction.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Web Image Mining Based on Modeling Concept-Sensitive Salient Regions.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Multiple Similarities Based Kernel Subspace Learning for Image Classification.
Proceedings of the Computer Vision, 2006

Fast Global Motion Estimation Via Iterative Least-Square Method.
Proceedings of the Computer Vision, 2006

Automatic Moving Object Segmentation with Accurate Boundaries.
Proceedings of the Computer Vision, 2006

Boosting Multi-gabor Subspaces for Face Recognition.
Proceedings of the Computer Vision, 2006

A Geometric Contour Framework with Vector Field Support.
Proceedings of the Computer Vision, 2006

2005
Supervised kernel locality preserving projections for face recognition.
Neurocomputing, 2005

Fast Global Motion Estimation via Modified ILSE Method.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2005), 2005

Highlight ranking for sports video browsing.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

Providing on-demand sports video to mobile devices.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

Semantic knowledge extraction and annotation for web images.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

A unified framework for semantic shot representation of sports video.
Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2005

AIRE: an ambient interactive and responsive environment for mobile image management.
Proceedings of the 7th Conference on Human-Computer Interaction with Mobile Devices and Services, 2005

Learning Local Descriptors for Face Detection.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

A Nonlinear Approach for Face Sketch Synthesis and Recognition.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004
Improving kernel Fisher discriminant analysis for face recognition.
IEEE Trans. Circuits Syst. Video Technol., 2004

Improving ICA Performance for Modeling Image Appearance with the Kernel Trick.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Random Independent Subspace for Face Recognition.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Tensor Voting Toward Feature Space Analysis.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

An Effective and Fast Soccer Ball Detection and Tracking Method.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Kernel Scatter-Difference Based Discriminant Analysis For Face Recognition.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Distance Based Kernel PCA Image Reconstruction.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Texture Classification Using Kernel Independent Component Analysi.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

A three-layer event detection framework and its application in soccer video.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Feature space analysis using low-order tensor voting.
Proceedings of the 2004 International Conference on Image Processing, 2004

Semantic units based events detection in soccer videos.
Proceedings of the 2004 International Conference on Image Processing, 2004

A supervised nonlinear local embedding for face recognition.
Proceedings of the 2004 International Conference on Image Processing, 2004

Replay detection in broadcasting sports video.
Proceedings of the Third International Conference on Image and Graphics, 2004

Robust color-based tracking.
Proceedings of the Third International Conference on Image and Graphics, 2004

Face detection using improved LBP under Bayesian framework.
Proceedings of the Third International Conference on Image and Graphics, 2004

Modeling Face Appearance With Nonlinear Independent Component Analysis.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

Face Detection Using One-Class-Based Support Vectors.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

2003
Kernel-Based Nonlinear Discriminant Analysis for Face Recognition.
J. Comput. Sci. Technol., 2003

2002
Head Tracking Using Shapes and Adaptive Color Histograms.
J. Comput. Sci. Technol., 2002

Kernel-Based Optimized Feature Vectors Selection and Discriminant Analysis for Face Recognition.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Solving the Small Sample Size Problem of LDA.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Face Recognition Using Kernel Based Fisher Discriminant Analysis.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002


  Loading...