Jun Zhou

According to our database1, Jun Zhou authored at least 110 papers between 2004 and 2018.

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Bibliography

2018
Spectral-Spatial Scale Invariant Feature Transform for Hyperspectral Images.
IEEE Trans. Image Processing, 2018

Corrections to "Dictionary Learning-Based Feature-Level Domain Adaptation for Cross-Scene Hyperspectral Image Classification".
IEEE Trans. Geoscience and Remote Sensing, 2018

Material based salient object detection from hyperspectral images.
Pattern Recognition, 2018

Adaptive hash retrieval with kernel based similarity.
Pattern Recognition, 2018

Object Tracking in Hyperspectral Videos with Convolutional Features and Kernelized Correlation Filter.
CoRR, 2018

A non-destructive determination of peroxide values, total nitrogen and mineral nutrients in an edible tree nut using hyperspectral imaging.
Computers and Electronics in Agriculture, 2018

Iterative Deep Subspace Clustering.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

Deep Homography Estimation with Pairwise Invertibility Constraint.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

Cross-Model Retrieval with Reconstruct Hashing.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

An Efficient Method for Boundary Detection from Hyperspectral Imagery.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

Generative Adversarial Product Quantisation.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

A Hyperspectral Dermoscopy Dataset for Melanoma Detection.
Proceedings of the OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis, 2018

Superpixel-Based Nonnegative Tensor Factorization for Hyperspectral Unmixing.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Hyperspectral Imagery Denoising via Reweighed Sparse Low-Rank Nonnegative Tensor Factorization.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
Dictionary Learning-Based Feature-Level Domain Adaptation for Cross-Scene Hyperspectral Image Classification.
IEEE Trans. Geoscience and Remote Sensing, 2017

Matrix-Vector Nonnegative Tensor Factorization for Blind Unmixing of Hyperspectral Imagery.
IEEE Trans. Geoscience and Remote Sensing, 2017

On the Sampling Strategy for Evaluation of Spectral-Spatial Methods in Hyperspectral Image Classification.
IEEE Trans. Geoscience and Remote Sensing, 2017

Sparse 3D directional vertices vs continuous 3D curves: Efficient 3D surface matching and its application for single model face recognition.
Pattern Recognition, 2017

Differential weights-based band selection for hyperspectral image classification.
IJWMIP, 2017

Conditional Random Field and Deep Feature Learning for Hyperspectral Image Segmentation.
CoRR, 2017

Melanoma Detection Based on Mahalanobis Distance Learning and Constrained Graph Regularized Nonnegative Matrix Factorization.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Non-local similarity based tensor decomposition for hyperspectral image denoising.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Heterogeneous face recognition via grassmannian based nearest subspace search.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Deep Residual Convolutional Neural Network for Hyperspectral Image Super-Resolution.
Proceedings of the Image and Graphics - 9th International Conference, 2017

An Automatic Technique for Power Line Pylon Detection from Point Cloud Data.
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

Combining Unmixing and Deep Feature Learning for Hyperspectral Image Classification.
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

Material Based Boundary Detection in Hyperspectral Images.
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

Hierarchical Hashing for Image Retrieval.
Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

2016
Nonnegative-Matrix-Factorization-Based Hyperspectral Unmixing With Partially Known Endmembers.
IEEE Trans. Geoscience and Remote Sensing, 2016

A Manifold Alignment Approach for Hyperspectral Image Visualization With Natural Color.
IEEE Trans. Geoscience and Remote Sensing, 2016

Maximum margin hashing with supervised information.
Multimedia Tools Appl., 2016

Discriminative sparse neighbor coding.
Multimedia Tools Appl., 2016

Band Weighting via Maximizing Interclass Distance for Hyperspectral Image Classification.
IEEE Geosci. Remote Sensing Lett., 2016

Local and global regularized sparse coding for data representation.
Neurocomputing, 2016

Describing and learning of related parts based on latent structural model in big data.
Neurocomputing, 2016

On the Sampling Strategy for Evaluation of Spectral-spatial Methods in Hyperspectral Image Classification.
CoRR, 2016

Discriminative weighted band selection via one-class SVM for hyperspectral imagery.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

CRF learning with CNN features for hyperspectral image segmentation.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

3D face recognition under partial occlusions using radial strings.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Nonnegative matrix factorization with endmember sparse graph learning for hyperspectral unmixing.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Tensor morphological profile for hyperspectral image classification.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Structured Discriminative Nonnegative Matrix Factorization for hyperspectral unmixing.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Boosting Radial Strings for 3D Face Recognition with Expressions and Occlusions.
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

Hashing with Non-Linear Manifold Learning.
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

Affine Invariant Point-Set Matching Using Convex Hull Bisection.
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

Bilinear Discriminant Analysis Hashing: A Supervised Hashing Approach for High-Dimensional Data.
Proceedings of the Computer Vision - ACCV 2016, 2016

2015
Multitask Sparse Nonnegative Matrix Factorization for Joint Spectral-Spatial Hyperspectral Imagery Denoising.
IEEE Trans. Geoscience and Remote Sensing, 2015

Object Classification via Feature Fusion Based Marginalized Kernels.
IEEE Geosci. Remote Sensing Lett., 2015

An incremental structured part model for object recognition.
Neurocomputing, 2015

On the sampling strategies for evaluation of joint spectral-spatial information based classifiers.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Multiple graph regularized NMF for hyperspectral unmixing.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

3D Reconstruction from Hyperspectral Images.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Band weighting and selection based on hyperplane margin maximization for hyperspectral image classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Multilayer manifold and sparsity constrainted nonnegative matrix factorization for hyperspectral unmixing.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Learning Graph Model for Different Dimensions Image Matching.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

3D local derivative pattern for hyperspectral face recognition.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Relative Depth Estimation from Hyperspectral Data.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

2014
Data-Dependent Hashing Based on p-Stable Distribution.
IEEE Trans. Image Processing, 2014

VHR Object Detection Based on Structural Feature Extraction and Query Expansion.
IEEE Trans. Geoscience and Remote Sensing, 2014

Automatic Record Linkage of Individuals and Households in Historical Census Data.
IJHAC, 2014

A Graph Matching Method for Historical Census Household Linkage.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Face Recognition Using 3D Directional Corner Points.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Visualization of Hyperspectral Imaging Data Based on Manifold Alignment.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Semi-randomized hashing for large scale data retrieval.
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

Dual Graph Regularized NMF for Hyperspectral Unmixing.
Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014

Adaptive Object Retrieval with Kernel Reconstructive Hashing.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Object Detection Via Structural Feature Selection and Shape Model.
IEEE Trans. Image Processing, 2013

Efficient Estimation of Reflectance Parameters From Imaging Spectroscopy.
IEEE Trans. Image Processing, 2013

Hyperspectral Image Classification Based on Structured Sparse Logistic Regression and Three-Dimensional Wavelet Texture Features.
IEEE Trans. Geoscience and Remote Sensing, 2013

Hierarchical Remote Sensing Image Analysis via Graph Laplacian Energy.
IEEE Geosci. Remote Sensing Lett., 2013

Use of SIMD Vector Operations to Accelerate Application Code Performance on Low-Powered ARM and Intel Platforms.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

Marginalized kernel-based feature fusion method for VHR object classification.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Semi-supervised hyperspectral band selection via sparse linear regression and hypergraph models.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Label propagation hashing based on p-stable distribution and coordinate descent.
Proceedings of the IEEE International Conference on Image Processing, 2013

Pavement crack detection based on saliency and statistical features.
Proceedings of the IEEE International Conference on Image Processing, 2013

Manifold alignment based color transfer for multiview image stitching.
Proceedings of the IEEE International Conference on Image Processing, 2013

Salient object detection in hyperspectral imagery.
Proceedings of the IEEE International Conference on Image Processing, 2013

A hypergraph based semi-supervised band selection method for hyperspectral image classification.
Proceedings of the IEEE International Conference on Image Processing, 2013

A 3D Polygonal Line Chains Matching Method for Face Recognition.
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

Soil Biochar Quantification via Hyperspectral Unmixing.
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

Learning Discriminative Local Patterns with Unrestricted Structure for Face Recognition.
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

2012
An Incremental Structured Part Model for Image Classification.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Multiple Instance Learning for Group Record Linkage.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Object detection via foreground contour feature selection and part-based shape model.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

A Bag Reconstruction Method for Multiple Instance Classification and Group Record Linkage.
Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012

2011
Hyperspectral Unmixing via $L_{1/2}$ Sparsity-Constrained Nonnegative Matrix Factorization.
IEEE Trans. Geoscience and Remote Sensing, 2011

MILIS: Multiple Instance Learning with Instance Selection.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Graph attribute embedding via Riemannian submersion learning.
Computer Vision and Image Understanding, 2011

Structured sparse model based feature selection and classification for hyperspectral imagery.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Material-specific user colour profiles from imaging spectroscopy data.
Proceedings of the IEEE International Conference on Computer Vision, 2011

On the Use of the Chi-Squared Distance for the Structured Learning of Graph Embeddings.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

2010
Mixing Linear SVMs for Nonlinear Classification.
IEEE Trans. Neural Networks, 2010

A Structured Learning Approach to Attributed Graph Embedding.
Proceedings of the Structural, 2010

Multi-spectral remote sensing image registration via spatial relationship analysis on sift keypoints.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Image Inpainting Based on Local Optimisation.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Regisration of hyperspectral and trichromatic images via cross cumulative residual entropy maximisation.
Proceedings of the International Conference on Image Processing, 2010

Object of Interest Detection by Saliency Learning.
Proceedings of the Computer Vision, 2010

L1/2 Sparsity Constrained Nonnegative Matrix Factorization for Hyperspectral Unmixing.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

2009
Learning the Optimal Transformation of Salient Features for Image Classification.
Proceedings of the DICTA 2009, 2009

Automatic Detection of Defective Zebrafish Embryos via Shape Analysis.
Proceedings of the DICTA 2009, 2009

An affine Invariant hyperspectral texture descriptor based upon heavy-tailed distributions and fourier analysis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

A Graph-Based Feature Combination Approach to Object Tracking.
Proceedings of the Computer Vision, 2009

2008
Texture Descriptors via Stable Distributions.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2008

Content-Based Image Retrieval via Subspace-Projected Salient Features.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2008

A quasi-random sampling approach to image retrieval.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Prediction and Change Detection in Sequential Data for Interactive Applications.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Online Learning With Novelty Detection in Human-Guided Road Tracking.
IEEE Trans. Geoscience and Remote Sensing, 2007

Knowledge Transfer in Semi-automatic Image Interpretation.
Proceedings of the Human-Computer Interaction. HCI Intelligent Multimodal Interaction Environments, 2007

2006
Extracting Lines in Noisy Image Using Directional Information.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2004
Understanding Human-Computer Interactions in Map Revision.
Proceedings of the Structural, 2004


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