Shiming Xiang

According to our database1, Shiming Xiang authored at least 136 papers between 2005 and 2019.

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

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2019
Pseudo low rank video representation.
Pattern Recognition, 2019

2018
In Defense of Locality-Sensitive Hashing.
IEEE Trans. Neural Netw. Learning Syst., 2018

Blind Image Quality Assessment via Vector Regression and Object Oriented Pooling.
IEEE Trans. Multimedia, 2018

Automatic Building Rooftop Extraction From Aerial Images via Hierarchical RGB-D Priors.
IEEE Trans. Geoscience and Remote Sensing, 2018

Self-Paced AutoEncoder.
IEEE Signal Process. Lett., 2018

Deep generative video prediction.
Pattern Recognition Letters, 2018

Joint spatial-temporal attention for action recognition.
Pattern Recognition Letters, 2018

Deep unsupervised learning with consistent inference of latent representations.
Pattern Recognition, 2018

Vision-Based Occlusion Handling and Vehicle Classification for Traffic Surveillance Systems.
IEEE Intell. Transport. Syst. Mag., 2018

Structure-Aware Convolutional Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

SafeNet: Scale-normalization and Anchor-based Feature Extraction Network for Person Re-identification.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Kernel-Weighted Graph Convolutional Network: A Deep Learning Approach for Traffic Forecasting.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Semantic Image Synthesis via Conditional Cycle-Generative Adversarial Networks.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Adversarial Domain Adaptation with a Domain Similarity Discriminator for Semantic Segmentation of Urban Areas.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Mgn: Multi-Glimpse Network for Action Recognition.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Exploiting Vector Fields for Geometric Rectification of Distorted Document Images.
Proceedings of the Computer Vision - ECCV 2018, 2018

2017
Cross-Modal Hashing via Rank-Order Preserving.
IEEE Trans. Multimedia, 2017

Automatic Road Detection and Centerline Extraction via Cascaded End-to-End Convolutional Neural Network.
IEEE Trans. Geoscience and Remote Sensing, 2017

Aggregating Rich Hierarchical Features for Scene Classification in Remote Sensing Imagery.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2017

FusionNet: Edge Aware Deep Convolutional Networks for Semantic Segmentation of Remote Sensing Harbor Images.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2017

Gated Convolutional Neural Network for Semantic Segmentation in High-Resolution Images.
Remote Sensing, 2017

Building Regional Covariance Descriptors for Vehicle Detection.
IEEE Geosci. Remote Sensing Lett., 2017

Active Rectification of Curved Document Images Using Structured Beams.
International Journal of Computer Vision, 2017

VGLS: A virtual geophysical laboratory system based on C# and viustools and its application for geophysical education.
Comp. Applic. in Engineering Education, 2017

Structured binary feature extraction for hyperspectral imagery classification.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Efficient cloud detection in remote sensing images using edge-aware segmentation network and easy-to-hard training strategy.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Cascaded temporal spatial features for video action recognition.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Context-aware cascade network for semantic labeling in VHR image.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Efficient similarity learning for asymmetric hashing.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Deep Networks for Degraded Document Image Binarization through Pyramid Reconstruction.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Deep Adaptive Image Clustering.
Proceedings of the IEEE International Conference on Computer Vision, 2017

3D Point Cloud Classification Based on Discrete Conditional Random Field.
Proceedings of the E-Learning and Games - 11th International Conference, 2017

AMVH: Asymmetric Multi-Valued hashing.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Cross-Modal Retrieval via Deep and Bidirectional Representation Learning.
IEEE Trans. Multimedia, 2016

Efficient Multiple Feature Fusion With Hashing for Hyperspectral Imagery Classification: A Comparative Study.
IEEE Trans. Geoscience and Remote Sensing, 2016

Semisupervised Hyperspectral Image Classification via Discriminant Analysis and Robust Regression.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2016

Fine-structured object segmentation via neighborhood propagation.
Pattern Recognition, 2016

Road Centerline Extraction via Semisupervised Segmentation and Multidirection Nonmaximum Suppression.
IEEE Geosci. Remote Sensing Lett., 2016

Accurate urban road centerline extraction from VHR imagery via multiscale segmentation and tensor voting.
Neurocomputing, 2016

Efficient sea-land segmentation using seeds learning and edge directed graph cut.
Neurocomputing, 2016

Fine-structured object segmentation via edge-guided graph cut with interaction simplification.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Data-guided random walks for fine-structured object segmentation.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Do We Need Binary Features for 3D Reconstruction?
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015
Retargeted Least Squares Regression Algorithm.
IEEE Trans. Neural Netw. Learning Syst., 2015

Learning Consistent Feature Representation for Cross-Modal Multimedia Retrieval.
IEEE Trans. Multimedia, 2015

Robust Hyperspectral Unmixing With Correntropy-Based Metric.
IEEE Trans. Image Processing, 2015

Semisupervised Pair-Wise Band Selection for Hyperspectral Images.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2015

Discriminant Tensor Spectral-Spatial Feature Extraction for Hyperspectral Image Classification.
IEEE Geosci. Remote Sensing Lett., 2015

Multicluster Spatial-Spectral Unsupervised Feature Selection for Hyperspectral Image Classification.
IEEE Geosci. Remote Sensing Lett., 2015

Aircraft Detection by Deep Convolutional Neural Networks.
IPSJ Trans. Computer Vision and Applications, 2015

Image tag-ranking via pairwise supervision based semi-supervised model.
Neurocomputing, 2015

Image Deblurring with Coupled Dictionary Learning.
International Journal of Computer Vision, 2015

Image-Text Cross-Modal Retrieval via Modality-Specific Feature Learning.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Large Scale Image Annotation via Deep Representation Learning and Tag Embedding Learning.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Fine-structured object segmentation via local and nonlocal neighborhood propagation.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Super-resolution reconstruction using graph Laplacian penalization.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Segment Graph Based Image Filtering: Fast Structure-Preserving Smoothing.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Extraction of Virtual Baselines from Distorted Document Images Using Curvilinear Projection.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Cross-Modal Similarity Learning: A Low Rank Bilinear Formulation.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

10, 000+ Times Accelerated Robust Subset Selection.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Spectral Unmixing via Data-Guided Sparsity.
IEEE Trans. Image Processing, 2014

Vehicle Detection in Satellite Images by Hybrid Deep Convolutional Neural Networks.
IEEE Geosci. Remote Sensing Lett., 2014

Kernel sparse representation with pixel-level and region-level local feature kernels for face recognition.
Neurocomputing, 2014

Multifocus image fusion via focus segmentation and region reconstruction.
Neurocomputing, 2014

Cross Modal Deep Model and Gaussian Process Based Model for MSR-Bing Challenge.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Local Label Probability Propagation for Hyperspectral Image Classification.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Facade Labeling via Explicit Matrix Factorization.
Proceedings of the Image and Signal Processing - 6th International Conference, 2014

Facade repetition extraction using block matrix based model.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Image annotation via learning the image-label interrelations.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Active Flattening of Curved Document Images via Two Structured Beams.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Transferring Segmentation from Image to Image via Contextual Sparse Representation.
Proceedings of the Pattern Recognition - 6th Chinese Conference, 2014

2013
A Graph-Based Classification Method for Hyperspectral Images.
IEEE Trans. Geoscience and Remote Sensing, 2013

Edge-Directed Single-Image Super-Resolution Via Adaptive Gradient Magnitude Self-Interpolation.
IEEE Trans. Circuits Syst. Video Techn., 2013

Level set evolution with locally linear classification for image segmentation.
Pattern Recognition, 2013

Nonparametric Illumination Correction for Scanned Document Images via Convex Hulls.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Learning smooth dictionary for image denoising.
Proceedings of the Ninth International Conference on Natural Computation, 2013

Group sparsity based semi-supervised band selection for hyperspectral images.
Proceedings of the IEEE International Conference on Image Processing, 2013

Efficient Image Dehazing with Boundary Constraint and Contextual Regularization.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Active learning based automatic face segmentation for kinect video.
Proceedings of the IEEE International Conference on Acoustics, 2013

Robust VHR image change detection based on local features and multi-scale fusion.
Proceedings of the IEEE International Conference on Acoustics, 2013

Removing out-of-focus blur from similar image pairs.
Proceedings of the IEEE International Conference on Acoustics, 2013

Indoor frame recovering via line segments refinement and voting.
Proceedings of the IEEE International Conference on Acoustics, 2013

Local Sparse Discriminant Analysis for Robust Face Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Multi-scale Deblurring with Smooth Region Constraints.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

Multifocus Image Fusion via Region Reconstruction.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

Vehicle Detection in Satellite Images by Parallel Deep Convolutional Neural Networks.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

Aircraft Detection by Deep Belief Nets.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

2012
Discriminative Least Squares Regression for Multiclass Classification and Feature Selection.
IEEE Trans. Neural Netw. Learning Syst., 2012

Orthogonal vs. uncorrelated least squares discriminant analysis for feature extraction.
Pattern Recognition Letters, 2012

Image deblurring with matrix regression and gradient evolution.
Pattern Recognition, 2012

Metric Rectification of Curved Document Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Hybrid Recommendation Models for Binary User Preference Prediction Problem.
Proceedings of KDD Cup 2011 competition, San Diego, CA, USA, 2011, 2012

Guided tone mapping.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2012

Kernel Homotopy based sparse representation for object classification.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Classification oriented semi-supervised band selection for hyperspectral images.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Image Guided Tone Mapping with Locally Nonlinear Model.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Regression Reformulations of LLE and LTSA With Locally Linear Transformation.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2011

Semisupervised Dimensionality Reduction and Classification Through Virtual Label Regression.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2011

Interactive Image Segmentation With Multiple Linear Reconstructions in Windows.
IEEE Trans. Multimedia, 2011

Level set evolution with locally linear classification for image segmentation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

MEAN-shift tracking algorithm with weight fusion strategy.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Robust airplane detection in satellite images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Kernel sparse representation with local patterns for face recognition.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Image editing based on Sparse Matrix-Vector multiplication.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
TurboPixel Segmentation Using Eigen-Images.
IEEE Trans. Image Processing, 2010

Semi-Supervised Classification via Local Spline Regression.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

A general graph-based semi-supervised learning with novel class discovery.
Neural Computing and Applications, 2010

A general kernelization framework for learning algorithms based on kernel PCA.
Neurocomputing, 2010

Local and Global Regressive Mapping for Manifold Learning with Out-of-Sample Extrapolation.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Nonlinear Dimensionality Reduction with Local Spline Embedding.
IEEE Trans. Knowl. Data Eng., 2009

Interactive Natural Image Segmentation via Spline Regression.
IEEE Trans. Image Processing, 2009

Extracting the optimal dimensionality for local tensor discriminant analysis.
Pattern Recognition, 2009

Semi-supervised orthogonal discriminant analysis via label propagation.
Pattern Recognition, 2009

Semi-supervised discriminative classification with application to tumorous tissues segmentation of MR brain images.
Pattern Anal. Appl., 2009

Soft Constraint Harmonic Energy Minimization for Transductive Learning and its Two Interpretations.
Neural Processing Letters, 2009

Nonlinear dimensionality reduction with relative distance comparison.
Neurocomputing, 2009

Subspace Regularization: A New Semi-supervised Learning Method.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

2008
Learning a Mahalanobis distance metric for data clustering and classification.
Pattern Recognition, 2008

Contour graph based human tracking and action sequence recognition.
Pattern Recognition, 2008

A unified framework for semi-supervised dimensionality reduction.
Pattern Recognition, 2008

A set theoretical method for video synopsis.
Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

Trace Ratio Criterion for Feature Selection.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Embedding New Data Points for Manifold Learning Via Coordinate Propagation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Interactive Visual Object Extraction Based on Belief Propagation.
Proceedings of the Advances in Multimedia Modeling, 2007

Neighborhood MinMax Projections.
Proceedings of the IJCAI 2007, 2007

Face Detection Based on Multi-Block LBP Representation.
Proceedings of the Advances in Biometrics, International Conference, 2007

Semi-Supervised Music Genre Classification.
Proceedings of the IEEE International Conference on Acoustics, 2007

Extracting the Optimal Dimensionality for Discriminant Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2007

Real-time Object Classification in Video Surveillance Based on Appearance Learning.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Spline Embedding for Nonlinear Dimensionality Reduction.
Proceedings of the Machine Learning: ECML 2006, 2006

Contour Matching Based on Belief Propagation.
Proceedings of the Computer Vision, 2006

Exemplar-Based Human Contour Tracking.
Proceedings of the Computer Vision, 2006

Texture Image Segmentation: An Interactive Framework Based on Adaptive Features and Transductive Learning.
Proceedings of the Computer Vision, 2006

2005
A New Approach to Human Motion Sequence Recognition with Application to Diving Actions.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005


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