Shiming Xiang

发表

Active Flattening of Curved Document Images via Two Structured Beams

Gaofeng Meng, Ying Wang, Shenquan Qu, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Data-guided random walks for fine-structured object segmentation

Shiming Xiang, Chunhong Pan, Yongchao Gong, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Interactive Natural Image Segmentation via Spline Regression

Feiping Nie, Shiming Xiang, Chunxia Zhang, 2009, IEEE Transactions on Image Processing.

Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection

Shiming Xiang, Chunhong Pan, Junjie Yan, 2018, ACM Multimedia.

What and Where the Themes Dominate in Image

Shiming Xiang, Chunhong Pan, Xinyu Xiao, 2019, AAAI.

GSTNet: Global Spatial-Temporal Network for Traffic Flow Prediction

Qi Zhang, Gaofeng Meng, Shiming Xiang, 2019, IJCAI.

Semi-Supervised Classification via Local Spline Regression

Feiping Nie, Shiming Xiang, Changshui Zhang, 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.

A label propagation method using spatial-spectral consistency for hyperspectral image classification

Ying Wang, Shiming Xiang, Chunhong Pan, 2016 .

Vision-Based Occlusion Handling and Vehicle Classification for Traffic Surveillance Systems

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2018, IEEE Intelligent Transportation Systems Magazine.

A New Approach to Human Motion Sequence Recognition with Application to Diving Actions

Shiming Xiang, Xiaoping Chen, Changshui Zhang, 2005, MLDM.

Image Guided Tone Mapping with Locally Nonlinear Model

Gaofeng Meng, Ying Wang, Shiming Xiang, 2012, ECCV.

Automatic Building Rooftop Extraction From Aerial Images via Hierarchical RGB-D Priors

Baoyuan Wu, Shiming Xiang, Weiming Dong, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Nonlinear Dimensionality Reduction

Shiming Xiang, Changshui Zhang, Chunxia Zhang, 2021, Computer Vision.

Image editing based on Sparse Matrix-Vector multiplication

Ying Wang, Shiming Xiang, Chunhong Pan, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Progressive Sparse Local Attention for Video Object Detection

Jie Gu, Shiming Xiang, Chunhong Pan, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Fine-structured object segmentation via edge-guided graph cut with interaction simplification

Lingfeng Wang, Shiming Xiang, Chunhong Pan, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Deep Hierarchical Encoder–Decoder Network for Image Captioning

Lingfeng Wang, Shiming Xiang, Chunhong Pan, 2019, IEEE Transactions on Multimedia.

Shengcai Liao, Shiming Xiang, Chunhong Pan, 2014, CIKM.

Nonlinear Dimensionality Reduction with Local Spline Embedding

Feiping Nie, Shiming Xiang, Chunxia Zhang, 2009, IEEE Transactions on Knowledge and Data Engineering.

Metric Rectification of Curved Document Images

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.

3D PostureNet: A unified framework for skeleton-based posture recognition

Ying Wang, Shiming Xiang, Chunhong Pan, 2020, Pattern Recognit. Lett..

Baselines Extraction from Curved Document Images via Slope Fields Recovery

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing

Jiwen Lu, Gaofeng Meng, Shiming Xiang, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Contour Matching Based on Belief Propagation

Feiping Nie, Shiming Xiang, Changshui Zhang, 2006, ACCV.

A Performance Evaluation of Local Features for Image-Based 3D Reconstruction

Pascal Fua, Shiming Xiang, Chunhong Pan, 2017, IEEE Transactions on Image Processing.

Multifocus image fusion via focus segmentation and region reconstruction

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2014, Neurocomputing.

Semi-supervised discriminative classification with application to tumorous tissues segmentation of MR brain images

Fei Wang, Dan Zhang, Shiming Xiang, 2009, Pattern Analysis and Applications.

A Graph-Based Classification Method for Hyperspectral Images

Shiming Xiang, Chunhong Pan, Jun Bai, 2013, IEEE Transactions on Geoscience and Remote Sensing.

AMVH: Asymmetric Multi-Valued hashing

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Embedding new data points for manifold learning via coordinate propagation

Feiping Nie, Shiming Xiang, Chunxia Zhang, 2007, Knowledge and Information Systems.

3D Point Cloud Classification Based on Discrete Conditional Random Field

Shiming Xiang, Xiaopeng Zhang, Xinying Liu, 2017, Edutainment.

Spline Embedding for Nonlinear Dimensionality Reduction

Feiping Nie, Shiming Xiang, Chunxia Zhang, 2006, ECML.

Learning smooth dictionary for image denoising

Shiming Xiang, Chunhong Pan, Xiangchu Feng, 2013, 2013 Ninth International Conference on Natural Computation (ICNC).

Joint spatial-temporal attention for action recognition

Lingfeng Wang, Shiming Xiang, Chunhong Pan, 2018, Pattern Recognit. Lett..

Trace Ratio Criterion for Feature Selection

Feiping Nie, Shiming Xiang, Shuicheng Yan, 2008, AAAI.

Aircraft Detection by Deep Convolutional Neural Networks

Shiming Xiang, Chunhong Pan, Cheng-Lin Liu, 2015, IPSJ Trans. Comput. Vis. Appl..

Detecting Maneuvering Target Accurately Based on a Two-Phase Approach From Remote Sensing Imagery

Shiming Xiang, Chunhong Pan, Jingyu Lin, 2020, IEEE Geoscience and Remote Sensing Letters.

Level set evolution with locally linear classification for image segmentation

Gaofeng Meng, Ying Wang, Shiming Xiang, 2011, 2011 18th IEEE International Conference on Image Processing.

Do We Need Binary Features for 3D Reconstruction?

Pascal Fua, Shiming Xiang, Chunhong Pan, 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

FontGAN: A Unified Generative Framework for Chinese Character Stylization and De-stylization pdf

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2019, ArXiv.

DATA: Differentiable ArchiTecture Approximation

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2019, NeurIPS.

Robust Hyperspectral Unmixing With Correntropy-Based Metric

Ying Wang, Shiming Xiang, Chunhong Pan, 2013, IEEE Transactions on Image Processing.

Multi-scale Deblurring with Smooth Region Constraints

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2013, 2013 2nd IAPR Asian Conference on Pattern Recognition.

Real-time Object Classification in Video Surveillance Based on Appearance Learning

Shiming Xiang, Stan Z. Li, Xiao-Tong Yuan, 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

Fine-structured object segmentation via local and nonlocal neighborhood propagation

Lingfeng Wang, Shiming Xiang, Chunhong Pan, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

Shiming Xiang, Chunhong Pan, Chunlei Huo, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Structured Sparse Method for Hyperspectral Unmixing pdf

Ying Wang, Shiming Xiang, Chunhong Pan, 2014, ArXiv.

Vehicle Detection in Satellite Images by Parallel Deep Convolutional Neural Networks

Shiming Xiang, Chunhong Pan, Cheng-Lin Liu, 2013, 2013 2nd IAPR Asian Conference on Pattern Recognition.

Learning Motion Priors for Efficient Video Object Detection pdf

Shiming Xiang, Chunhong Pan, Qian Zhang, 2019, ArXiv.

No-Reference Image Quality Assessment with Reinforcement Recursive List-Wise Ranking

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2019, AAAI.

Mgn: Multi-Glimpse Network for Action Recognition

Shiming Xiang, Chunhong Pan, Tingzhao Yu, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Level set evolution with locally linear classification for image segmentation

Ying Wang, Shiming Xiang, Chunhong Pan, 2011, ICIP.

Learnable Gated Convolutional Neural Network for Semantic Segmentation in Remote-Sensing Images

Shiming Xiang, Yangang Wang, Xuezhi Wang, 2019, Remote. Sens..

Deep unsupervised learning with consistent inference of latent representations

Lingfeng Wang, Gaofeng Meng, Shiming Xiang, 2017, Pattern Recognit..

Kernel sparse representation with local patterns for face recognition

Shengcai Liao, Shiming Xiang, Chunhong Pan, 2011, 2011 18th IEEE International Conference on Image Processing.

Local Label Probability Propagation for Hyperspectral Image Classification

Shiming Xiang, Chunhong Pan, LingFeng Wang, 2014, 2014 22nd International Conference on Pattern Recognition.

Image annotation via learning the image-label interrelations

Jian Wang, Shiming Xiang, Chunhong Pan, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Multicluster Spatial–Spectral Unsupervised Feature Selection for Hyperspectral Image Classification

Shiming Xiang, Chunhong Pan, Kun Ding, 2015, IEEE Geoscience and Remote Sensing Letters.

Regression Reformulations of LLE and LTSA With Locally Linear Transformation

Feiping Nie, Shiming Xiang, Chunhong Pan, 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Changshui Zhang. Extracting the Optimal Dimensionality for Discriminant Analysis

Feiping Nie, Shiming Xiang, Yangqiu Song, 2007 .

Kernel sparse representation with pixel-level and region-level local feature kernels for face recognition

Shengcai Liao, Shiming Xiang, Chunhong Pan, 2014, Neurocomputing.

Orthogonal vs. uncorrelated least squares discriminant analysis for feature extraction

Feiping Nie, Chenping Hou, Shiming Xiang, 2012, Pattern Recognit. Lett..

Joint Neural Architecture Search and Quantization pdf

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2018, ArXiv.

In Defense of Locality-Sensitive Hashing

Shiming Xiang, Chunhong Pan, Chunlei Huo, 2018, IEEE Transactions on Neural Networks and Learning Systems.

Semisupervised Pair-Wise Band Selection for Hyperspectral Images

Shiming Xiang, Chunhong Pan, Jun Bai, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Face Detection Based on Multi-Block LBP Representation

Shengcai Liao, Shiming Xiang, Stan Z. Li, 2007, ICB.

Road Centerline Extraction via Semisupervised Segmentation and Multidirection Nonmaximum Suppression

Shiming Xiang, Chunhong Pan, Feiyun Zhu, 2016, IEEE Geoscience and Remote Sensing Letters.

Image deblurring with matrix regression and gradient evolution

Gaofeng Meng, Ying Wang, Shiming Xiang, 2012, Pattern Recognit..

Guided tone mapping

Gaofeng Meng, Ying Wang, Shiming Xiang, 2012, SIGGRAPH '12.

Texture Image Segmentation: An Interactive Framework Based on Adaptive Features and Transductive Learning

Feiping Nie, Shiming Xiang, Changshui Zhang, 2006, ACCV.

Blind image quality assessment via learnable attention-based pooling

Jie Gu, Gaofeng Meng, Shiming Xiang, 2019, Pattern Recognit..

Aircraft Detection by Deep Belief Nets

Shiming Xiang, Chunhong Pan, Cheng-Lin Liu, 2013, 2013 2nd IAPR Asian Conference on Pattern Recognition.

Embedding New Data Points for Manifold Learning Via Coordinate Propagation

Feiping Nie, Shiming Xiang, Chunxia Zhang, 2007, PAKDD.

Facade repetition extraction using block matrix based model

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Structured binary feature extraction for hyperspectral imagery classification

Shiming Xiang, Chunhong Pan, Bin Fan, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Semantic Image Synthesis via Conditional Cycle-Generative Adversarial Networks

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

Nonlinear dimensionality reduction with relative distance comparison

Feiping Nie, Shiming Xiang, Chunxia Zhang, 2009, Neurocomputing.

Structure-Aware Convolutional Neural Networks

Jie Gu, Gaofeng Meng, Shiming Xiang, 2018, NeurIPS.

Fine-structured object segmentation via neighborhood propagation

Shiming Xiang, Chunhong Pan, Yongchao Gong, 2016, Pattern Recognit..

SafeNet: Scale-normalization and Anchor-based Feature Extraction Network for Person Re-identification

Shiming Xiang, Chunhong Pan, Qian Zhang, 2018, IJCAI.

Relation-Shape Convolutional Neural Network for Point Cloud Analysis

Shiming Xiang, Chunhong Pan, Bin Fan, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Active learning based automatic face segmentation for kinect video

Haibo Wang, Shiming Xiang, Chunhong Pan, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Efficient Image Dehazing with Boundary Constraint and Contextual Regularization

Gaofeng Meng, Ying Wang, Shiming Xiang, 2013, 2013 IEEE International Conference on Computer Vision.

RENAS: Reinforced Evolutionary Neural Architecture Search

Gaofeng Meng, Shiming Xiang, Xinggang Wang, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Aggregating Rich Hierarchical Features for Scene Classification in Remote Sensing Imagery

Shiming Xiang, Chunhong Pan, Bin Fan, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Cascaded temporal spatial features for video action recognition

Lingfeng Wang, Shiming Xiang, Chunhong Pan, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Robust airplane detection in satellite images

Wei Li, Haibo Wang, Shiming Xiang, 2011, 2011 18th IEEE International Conference on Image Processing.

Co-Training Based Segmentation of Merged Moving Objects

Tianzhu Zhang, Shiming Xiang, Stan Z. Li, 2008 .

Extracting the optimal dimensionality for local tensor discriminant analysis

Feiping Nie, Shiming Xiang, Changshui Zhang, 2009, Pattern Recognit..

Retargeted Least Squares Regression Algorithm

Shiming Xiang, Cheng-Lin Liu, Xu-Yao Zhang, 2015, IEEE Transactions on Neural Networks and Learning Systems.

Context-aware cascade network for semantic labeling in VHR image

Lingfeng Wang, Shiming Xiang, Chunhong Pan, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Neighborhood MinMax Projections

Feiping Nie, Shiming Xiang, Changshui Zhang, 2007, IJCAI.

Image tag-ranking via pairwise supervision based semi-supervised model

Jian Wang, Shiming Xiang, Chunhong Pan, 2015, Neurocomputing.

Deep Networks for Degraded Document Image Binarization through Pyramid Reconstruction

Ying Wu, Gaofeng Meng, Shiming Xiang, 2017, 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR).

Efficient Multiple Feature Fusion With Hashing for Hyperspectral Imagery Classification: A Comparative Study

Shiming Xiang, Chunhong Pan, Bin Fan, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Active Rectification of Curved Document Images Using Structured Beams

Nanning Zheng, Gaofeng Meng, Shiming Xiang, 2016, International Journal of Computer Vision.

Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition

Feiping Nie, Shiming Xiang, Changshui Zhang, 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

Pseudo low rank video representation

Lingfeng Wang, Shiming Xiang, Chunhong Pan, 2019, Pattern Recognit..

Kernel-Weighted Graph Convolutional Network: A Deep Learning Approach for Traffic Forecasting

Qi Zhang, Shiming Xiang, Chunhong Pan, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

Transferring Segmentation from Image to Image via Contextual Sparse Representation

Shiming Xiang, Chunhong Pan, Shuangshuang Li, 2014, CCPR.

Efficient cloud detection in remote sensing images using edge-aware segmentation network and easy-to-hard training strategy

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

A unified framework for semi-supervised dimensionality reduction

Feiping Nie, Shiming Xiang, Changshui Zhang, 2008, Pattern Recognit..

Efficient sea-land segmentation using seeds learning and edge directed graph cut

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2016, Neurocomputing.

VGLS: A virtual geophysical laboratory system based on C# and viustools and its application for geophysical education

Shiming Xiang, Lei Chuang Wang, L. Wang, 2017, Comput. Appl. Eng. Educ..

Accurate urban road centerline extraction from VHR imagery via multiscale segmentation and tensor voting

Ying Wang, Shiming Xiang, Chunhong Pan, 2015, Neurocomputing.

Semisupervised Dimensionality Reduction and Classification Through Virtual Label Regression

Xuelong Li, Dong Xu, Feiping Nie, 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Deep Self-Evolution Clustering

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Automatic Road Detection and Centerline Extraction via Cascaded End-to-End Convolutional Neural Network

Shiming Xiang, Chunhong Pan, Shibiao Xu, 2017, IEEE Transactions on Geoscience and Remote Sensing.

Gated Convolutional Neural Network for Semantic Segmentation in High-Resolution Images

Ying Wang, Shiming Xiang, Chunhong Pan, 2017, Remote. Sens..

Classification oriented semi-supervised band selection for hyperspectral images

Shiming Xiang, Chunhong Pan, Jun Bai, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

MEAN-shift tracking algorithm with weight fusion strategy

Shiming Xiang, Chunhong Pan, LingFeng Wang, 2011, 2011 18th IEEE International Conference on Image Processing.

Local Sparse Discriminant Analysis for Robust Face Recognition

Shengcai Liao, Shiming Xiang, Chunhong Pan, 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition Workshops.

Local and Global Regressive Mapping for Manifold Learning with Out-of-Sample Extrapolation

Wenhua Wang, Yi Yang, Feiping Nie, 2010, AAAI.

Deep Discriminative Clustering Analysis pdf

Lingfeng Wang, Gaofeng Meng, Shiming Xiang, 2019, ArXiv.

Local-Aggregation Graph Networks

Lingfeng Wang, Gaofeng Meng, Shiming Xiang, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

A set theoretical method for video synopsis

Bin Li, Shiming Xiang, Min Xu, 2008, MIR '08.

Nonparametric Illumination Correction for Scanned Document Images via Convex Hulls

Nanning Zheng, Gaofeng Meng, Shiming Xiang, 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Cross Modal Deep Model and Gaussian Process Based Model for MSR-Bing Challenge

Jian Wang, Shiming Xiang, Chunhong Pan, 2014, ACM Multimedia.

Edge-Directed Single-Image Super-Resolution Via Adaptive Gradient Magnitude Self-Interpolation

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2013, IEEE Transactions on Circuits and Systems for Video Technology.

Learning Consistent Feature Representation for Cross-Modal Multimedia Retrieval

Changsheng Xu, Shengcai Liao, Shiming Xiang, 2015, IEEE Transactions on Multimedia.

Removing out-of-focus blur from similar image pairs

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Deep Adaptive Image Clustering

Lingfeng Wang, Gaofeng Meng, Shiming Xiang, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Blind Image Quality Assessment via Vector Regression and Object Oriented Pooling

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2018, IEEE Transactions on Multimedia.

Exploiting Vector Fields for Geometric Rectification of Distorted Document Images

Ying Wu, Gaofeng Meng, Shiming Xiang, 2018, ECCV.

AugFPN: Improving Multi-Scale Feature Learning for Object Detection

Shiming Xiang, Chunhong Pan, Qian Zhang, 2019, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Multifocus Image Fusion via Region Reconstruction

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2013, 2013 2nd IAPR Asian Conference on Pattern Recognition.

Semi-supervised orthogonal discriminant analysis via label propagation

Feiping Nie, Shiming Xiang, Changshui Zhang, 2009, Pattern Recognit..

Robust VHR image change detection based on local features and multi-scale fusion

Shiming Xiang, Chunhong Pan, Chunlei Huo, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Deep generative video prediction

Lingfeng Wang, Shiming Xiang, Chunhong Pan, 2018, Pattern Recognit. Lett..

Semi-Supervised Music Genre Classification

Shiming Xiang, Changshui Zhang, Yangqiu Song, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

10, 000+ Times Accelerated Robust Subset Selection

Ying Wang, Shiming Xiang, Chunhong Pan, 2015, AAAI.

Learning graph structure via graph convolutional networks

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2019, Pattern Recognit..

Video Object Detection with Locally-Weighted Deformable Neighbors

Peng Gao, Shiming Xiang, Chunhong Pan, 2019, AAAI.

LFFD: A Light and Fast Face Detector for Edge Devices pdf

Shiming Xiang, Chunhong Pan, Meng Jian, 2019, ArXiv.

Orthogonal locality minimizing globality maximizing projections for feature extraction

Feiping Nie, Shiming Xiang, Changshui Zhang, 2009 .

FusionNet: Edge Aware Deep Convolutional Networks for Semantic Segmentation of Remote Sensing Harbor Images

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Decoupled Representation Learning for Skeleton-Based Gesture Recognition

Ying Wang, Shiming Xiang, Chunhong Pan, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Extracting the Optimal Dimensionality for Discriminant Analysis

Feiping Nie, Shiming Xiang, Changshui Zhang, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Weakly Semantic Guided Action Recognition

Lingfeng Wang, Shiming Xiang, Chunhong Pan, 2019, IEEE Transactions on Multimedia.

Kernel Homotopy based sparse representation for object classification

Shengcai Liao, Shiming Xiang, Chunhong Pan, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

Semisupervised Hyperspectral Image Classification via Discriminant Analysis and Robust Regression

Shiming Xiang, Chunhong Pan, Feiyun Zhu, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Parameter optimization criteria guided 3D point cloud classification

Shiming Xiang, Weiliang Meng, Xinying Liu, 2018, Multimedia Tools and Applications.

Self-Paced AutoEncoder

Shiming Xiang, Chunhong Pan, Tingzhao Yu, 2018, IEEE Signal Processing Letters.

Discriminant Tensor Spectral–Spatial Feature Extraction for Hyperspectral Image Classification

Shiming Xiang, Chunhong Pan, Bin Fan, 2015, IEEE Geoscience and Remote Sensing Letters.

Differentiable Architecture Search with Ensemble Gumbel-Softmax pdf

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2019, ArXiv.

Contour graph based human tracking and action sequence recognition

Feiping Nie, Shiming Xiang, Changshui Zhang, 2008, Pattern Recognit..

A general graph-based semi-supervised learning with novel class discovery

Feiping Nie, Shiming Xiang, Changshui Zhang, 2010, Neural Computing and Applications.

Interactive Visual Object Extraction Based on Belief Propagation

Feiping Nie, Shiming Xiang, Chunxia Zhang, 2007, MMM.

Learning a Mahalanobis distance metric for data clustering and classification

Feiping Nie, Shiming Xiang, Changshui Zhang, 2008, Pattern Recognit..

Group sparsity based semi-supervised band selection for hyperspectral images

Ying Wang, Shiming Xiang, Chunhong Pan, 2013, 2013 IEEE International Conference on Image Processing.

Cross-Modal Retrieval via Deep and Bidirectional Representation Learning

Jian Wang, Shiming Xiang, Chunhong Pan, 2016, IEEE Transactions on Multimedia.

Soft Constraint Harmonic Energy Minimization for Transductive Learning and its Two Interpretations

Feiping Nie, Chenping Hou, Shiming Xiang, 2009, Neural Processing Letters.

Cross-Modal Hashing via Rank-Order Preserving

Shiming Xiang, Chunhong Pan, Chunlei Huo, 2017, IEEE Transactions on Multimedia.

Adversarial Domain Adaptation with a Domain Similarity Discriminator for Semantic Segmentation of Urban Areas

Liang Yan, Shiming Xiang, Chunhong Pan, 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).

Segment Graph Based Image Filtering: Fast Structure-Preserving Smoothing

Shiming Xiang, Xiaopeng Zhang, Feihu Zhang, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

Exemplar-Based Human Contour Tracking

Feiping Nie, Shiming Xiang, Changshui Zhang, 2006, ACCV.

Subspace Regularization: A New Semi-supervised Learning Method

Shiming Xiang, Cheng-Lin Liu, Xinwen Hou, 2009, ECML/PKDD.

Interactive Image Segmentation With Multiple Linear Reconstructions in Windows

Feiping Nie, Shiming Xiang, Chunhong Pan, 2011, IEEE Transactions on Multimedia.

Vehicle Detection in Satellite Images by Hybrid Deep Convolutional Neural Networks

Shiming Xiang, Chunhong Pan, Cheng-Lin Liu, 2014, IEEE Geoscience and Remote Sensing Letters.

Indoor frame recovering via line segments refinement and voting

Shiming Xiang, Chunhong Pan, Jun Chu, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Hybrid Recommendation Models for Binary User Preference Prediction Problem

Hang Li, Dong Wang, Shiming Xiang, 2012, KDD Cup.

Facade Labeling via Explicit Matrix Factorization

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2014, ICISP.

Semantic Labeling in Very High Resolution Images via a Self-Cascaded Convolutional Neural Network pdf

Lingfeng Wang, Shiming Xiang, Chunhong Pan, 2017, ISPRS Journal of Photogrammetry and Remote Sensing.

Dense semantic embedding network for image captioning

Shiming Xiang, Chunhong Pan, Kun Ding, 2019, Pattern Recognit..

Building Regional Covariance Descriptors for Vehicle Detection

Cheng-Lin Liu, Shiming Xiang, Chun-Hong Pan, 2017, IEEE Geoscience and Remote Sensing Letters.

Image Deblurring with Coupled Dictionary Learning

Gaofeng Meng, Ying Wang, Shiming Xiang, 2015, International Journal of Computer Vision.

Large Scale Image Annotation via Deep Representation Learning and Tag Embedding Learning

Jian Wang, Shiming Xiang, Chunhong Pan, 2015, ICMR.

Nonlinear Asymmetric Multi-Valued Hashing

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2019, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Spectral Unmixing via Data-Guided Sparsity

Gaofeng Meng, Ying Wang, Shiming Xiang, 2014, IEEE Transactions on Image Processing.

A general kernelization framework for learning algorithms based on kernel PCA

Feiping Nie, Shiming Xiang, Changshui Zhang, 2010, Neurocomputing.

Super-resolution reconstruction using graph Laplacian penalization

Shiming Xiang, Chunhong Pan, Jun Bai, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

Discriminative Least Squares Regression for Multiclass Classification and Feature Selection

Feiping Nie, Gaofeng Meng, Shiming Xiang, 2012, IEEE Transactions on Neural Networks and Learning Systems.

TurboPixel Segmentation Using Eigen-Images

Feiping Nie, Shiming Xiang, Chunhong Pan, 2010, IEEE Transactions on Image Processing.

Extraction of Virtual Baselines from Distorted Document Images Using Curvilinear Projection

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

Image-Text Cross-Modal Retrieval via Modality-Specific Feature Learning

Jian Wang, Shiming Xiang, Chunhong Pan, 2015, ICMR.

Deep Space Probing for Point Cloud Analysis

Shiming Xiang, Chunhong Pan, Bin Fan, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

Reinforcement Stacked Learning with Semantic-Associated Attention for Visual Question Answering

Shiming Xiang, Chunhong Pan, Xinyu Xiao, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Urban scene based Semantical Modulation for Pedestrian Detection

Shengcai Liao, Shiming Xiang, Véronique Prinet, 2022, Neurocomputing.

Ltaf-Net: Learning Task-Aware Adaptive Features and Refining Mask for Few-Shot Semantic Segmentation

Shiming Xiang, Chunhong Pan, Binjie Mao, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

MS-Net: Multi-Source Spatio-Temporal Network for Traffic Flow Prediction

Michael Werman, Shiming Xiang, Chunhong Pan, 2021, IEEE Transactions on Intelligent Transportation Systems.

HAN: An Efficient Hierarchical Self-Attention Network for Skeleton-Based Gesture Recognition pdf

Ying Wang, Shiming Xiang, Chunhong Pan, 2021, ArXiv.

Adversarial Gradient Driven Exploration for Deep Click-Through Rate Prediction pdf

Shiming Xiang, Weijie Bian, Zhangming Chan, 2021, ArXiv.

Handwritten Text Generation via Disentangled Representations

Gaofeng Meng, Shiming Xiang, Xiyan Liu, 2021, IEEE Signal Processing Letters.

CMT: Cross Mean Teacher Unsupervised Domain Adaptation for VHR Image Semantic Segmentation

Shiming Xiang, Chunhong Pan, Bin Fan, 2022, IEEE Geoscience and Remote Sensing Letters.

Alleviating Mode Collapse in GAN via Diversity Penalty Module pdf

Gaofeng Meng, Shiming Xiang, Sen Pei, 2021, ArXiv.

Forground-Guided Vehicle Perception Framework

Shiming Xiang, Chunhong Pan, Kun Tian, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

Few-Shot Learning via Feature Hallucination with Variational Inference

Lingfeng Wang, Shiming Xiang, Chunhong Pan, 2021, 2021 IEEE Winter Conference on Applications of Computer Vision (WACV).

3D-SceneCaptioner: Visual Scene Captioning Network for Three-Dimensional Point Clouds

Shiming Xiang, Chunhong Pan, Qiang Yu, 2021, PRCV.

Relational Attention with Textual Enhanced Transformer for Image Captioning

Shiming Xiang, Chunxia Zhang, Lifei Song, 2021, PRCV.

Decoupled Representation Learning for Character Glyph Synthesis

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2022, IEEE Transactions on Multimedia.

Dual Stream Fusion Network for Multi-spectral High Resolution Remote Sensing Image Segmentation

Shiming Xiang, Chunlei Huo, Yiwei Liu, 2021, PRCV.

A Graph Based Classification Method for Hyperspectral Images

Shiming Xiang, Chunhong Pan, Jun Bai, 2012, 2012 Spring Congress on Engineering and Technology.