Jun Zhou

Affiliations:
  • Griffith University, School of Information and Communication Technology, Nathan, QLD, Australia
  • University of Alberta, Edmonton, Canada (PhD 2006)


According to our database1, Jun Zhou authored at least 205 papers between 2004 and 2022.

Collaborative distances:

Timeline

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Bibliography

2022
Beyond Triplet Loss: Person Re-Identification With Fine-Grained Difference-Aware Pairwise Loss.
IEEE Trans. Multim., 2022

Spectral-Spatial Boundary Detection in Hyperspectral Images.
IEEE Trans. Image Process., 2022

Unsupervised Spatial-Spectral CNN-Based Feature Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

SNMF-Net: Learning a Deep Alternating Neural Network for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2022

MAC-Net: Model-Aided Nonlocal Neural Network for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2022

Unsupervised Hyperspectral Band Selection With Multigraph Integrated Embedding and Robust Self-Contained Regression.
IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Image Restoration With Self-Supervised Learning: A Two-Stage Training Approach.
IEEE Trans. Geosci. Remote. Sens., 2022

An Attention-Based Lattice Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Gradient Feature-Oriented 3-D Domain Adaptation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Stochastic Depth Residual Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Fusion of Hyperspectral and Multispectral Images Accounting for Localized Inter-Image Changes.
IEEE Trans. Geosci. Remote. Sens., 2022

Transferable Convolutional Neural Network for Weed Mapping With Multisensor Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022

Uncertainty estimation for stereo matching based on evidential deep learning.
Pattern Recognit., 2022

Sparsity Constrained Fusion of Hyperspectral and Multispectral Images.
IEEE Geosci. Remote. Sens. Lett., 2022

Learning multi-view visual correspondences with self-supervision.
Displays, 2022

Revisiting Domain Generalized Stereo Matching Networks from a Feature Consistency Perspective.
CoRR, 2022

2021
Parameter-Efficient Deep Neural Networks With Bilinear Projections.
IEEE Trans. Neural Networks Learn. Syst., 2021

Discriminant Tensor-Based Manifold Embedding for Medical Hyperspectral Imagery.
IEEE J. Biomed. Health Informatics, 2021

Exploring Chromatic Aberration and Defocus Blur for Relative Depth Estimation From Monocular Hyperspectral Image.
IEEE Trans. Image Process., 2021

Multiple Feature-Based Superpixel-Level Decision Fusion for Hyperspectral and LiDAR Data Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Flexible Gabor-Based Superpixel-Level Unsupervised LDA for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

A Lightweight Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Hyperspectral Anomaly Detection via Deep Plug-and-Play Denoising CNN Regularization.
IEEE Trans. Geosci. Remote. Sens., 2021

Self-Supervised Multiscale Adversarial Regression Network for Stereo Disparity Estimation.
IEEE Trans. Cybern., 2021

A unified weight learning and low-rank regression model for robust complex error modeling.
Pattern Recognit., 2021

Composite description based on color vector quantization and visual primary features for CBIR tasks.
Multim. Tools Appl., 2021

Spectral-Spatial-Temporal Attention Network for Hyperspectral Tracking.
Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021

Early Detection of Sugarcane Smut Disease in Hyperspectral Images.
Proceedings of the 36th International Conference on Image and Vision Computing New Zealand, 2021

Attention-based Pyramid Dilated Lattice Network for Blind Image Denoising.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Learning a Model-Based Deep Hyperspectral Denoiser from a Single Noisy Hyperspectral Image.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

NMF-SAE: An Interpretable Sparse Autoencoder for Hyperspectral Unmixing.
Proceedings of the IEEE International Conference on Acoustics, 2021

Goal-Oriented Gaze Estimation for Zero-Shot Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Progressive Transfer Learning and Adversarial Domain Adaptation for Cross-Domain Skin Disease Classification.
IEEE J. Biomed. Health Informatics, 2020

Material Based Object Tracking in Hyperspectral Videos.
IEEE Trans. Image Process., 2020

Spectral Mixture Model Inspired Network Architectures for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2020

Superpixel-Level Weighted Label Propagation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2020

Subspace Structure Regularized Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Nonconvex Nonseparable Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Adaptive Graph Regularized Multilayer Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Inverse Coefficient of Variation Feature and Multilevel Fusion Technique for Hyperspectral and LiDAR Data Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

ℱ3-Net: Feature Fusion and Filtration Network for Object Detection in Optical Remote Sensing Images.
Remote. Sens., 2020

Learning binary code for fast nearest subspace search.
Pattern Recognit., 2020

SMDS-Net: Model Guided Spectral-Spatial Network for Hyperspectral Image Denoising.
CoRR, 2020

Multi-layer Feature Aggregation for Deep Scene Parsing Models.
CoRR, 2020

Beyond Triplet Loss: Person Re-identification with Fine-grained Difference-aware Pairwise Loss.
CoRR, 2020

Information Bottleneck Constrained Latent Bidirectional Embedding for Zero-Shot Learning.
CoRR, 2020

Dropout with Tabu Strategy for Regularizing Deep Neural Networks.
Comput. J., 2020

On agricultural drought monitoring in Australia using Himawari-8 geostationary thermal infrared observations.
Int. J. Appl. Earth Obs. Geoinformation, 2020

Nonlocal Low-Rank Nonnegative Tensor Factorization for Hyperspectral Unmixing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

A Deep Object Detection Method for Pineapple Fruit and Flower Recognition in Cluttered Background.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2020

DE-Net: Dilated Encoder Network for Automated Tongue Segmentation.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Fast Subspace Clustering Based on the Kronecker Product.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Matrix Classifier On Dynamic Functional Connectivity For Mci Identification.
Proceedings of the IEEE International Conference on Image Processing, 2020

BAE-Net: A Band Attention Aware Ensemble Network for Hyperspectral Object Tracking.
Proceedings of the IEEE International Conference on Image Processing, 2020

M<sup>2</sup>-Net: A Multi-scale Multi-level Feature Enhanced Network for Object Detection in Optical Remote Sensing Images.
Proceedings of the Digital Image Computing: Techniques and Applications, 2020

Deep Residual-Dense Lattice Network for Speech Enhancement.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Hyperspectral Restoration via L<sub>0</sub> Gradient Regularized Low-Rank Tensor Factorization.
IEEE Trans. Geosci. Remote. Sens., 2019

Hyperspectral Unmixing via Total Variation Regularized Nonnegative Tensor Factorization.
IEEE Trans. Geosci. Remote. Sens., 2019

3-D Gaussian-Gabor Feature Extraction and Selection for Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

Collaborative Representation-Based Multiscale Superpixel Fusion for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

Conditional Random Field and Deep Feature Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

Attend in Bands: Hyperspectral Band Weighting and Selection for Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Multi-Resolution Weed Classification via Convolutional Neural Network and Superpixel Based Local Binary Pattern Using Remote Sensing Images.
Remote. Sens., 2019

Self-Supervised deep homography estimation with invertibility constraints.
Pattern Recognit. Lett., 2019

Multiscale Visual Attention Networks for Object Detection in VHR Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2019

Cross-modal hashing with semantic deep embedding.
Neurocomputing, 2019

Adaptive Unimodal Cost Volume Filtering for Deep Stereo Matching.
CoRR, 2019

Influence of emissivity angular variation on land surface temperature retrieved using the generalized split-window algorithm.
Int. J. Appl. Earth Obs. Geoinformation, 2019

Dynamic Material-Aware Object Tracking in Hyperspectral Videos.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

Knowledge Transfer via Convolution Neural Networks for Multi-Resolution Lawn Weed Classification.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

Automatic Live and Dead Cell Classification via Hyperspectral Imaging.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

Gradient-Based Pooling for Convolutional Neural Networks.
Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Deep Hashing by Discriminating Hard Examples.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Latent Distribution Preserving Deep Subspace Clustering.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Attention Networks for Band Weighting And Selection In Hyperspectral Remote Sensing Image Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Hyperspectral Image Classification Based on Non-Local Neural Networks.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Deep Unfolded Iterative Shrinkage-Thresholding Model for Hyperspectral Unmixing.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Texture and Shape Features for Grass Weed Classification Using Hyperspectral Remote Sensing Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A One-step Pruning-recovery Framework for Acceleration of Convolutional Neural Networks.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Abundance-Guided Superpixels and Recurrent Neural Network for Hyperspectral Image Classification.
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Efficient Local Search for Minimum Dominating Sets in Large Graphs.
Proceedings of the Database Systems for Advanced Applications, 2019

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

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

Fusion of Hyperspectral and LiDAR Data Using Discriminant Correlation Analysis for Land Cover Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Nonlocal Similarity Based Nonnegative Tucker Decomposition for Hyperspectral Image Denoising.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

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

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

Spectral-spatial features for material based object tracking in hyperspectral videos.
CoRR, 2018

Exploring Linear Relationship in Feature Map Subspace for ConvNets Compression.
CoRR, 2018

Fast Subspace Clustering Based on the Kronecker Product.
CoRR, 2018

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

Triplet Constrained Deep Feature Extraction for Hyperspectral Image Classification.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 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

Real- Time Computing for Droplet Detection and Recognition.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2018

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

Binary Coding by Matrix Classifier for Efficient Subspace Retrieval.
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 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

Object Tracking in Hyperspectral Videos with Convolutional Features and Kernelized Correlation Filter.
Proceedings of the Smart Multimedia - First International Conference, 2018

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

Band Weighting Network for Hyperspectral Image Classification.
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

Bay Lobsters Moulting Stage Analysis Based on High-Order Texture Descriptor.
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

Face Recognition with Multi-channel Local Mesh High-order Pattern Descriptor and Convolutional Neural Network.
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

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

Matrix-Vector Nonnegative Tensor Factorization for Blind Unmixing of Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2017

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

Region-Based Structure Preserving Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Exploring Structural Consistency in Graph Regularized Joint Spectral-Spatial Sparse Coding for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

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

Differential weights-based band selection for hyperspectral image classification.
Int. J. Wavelets Multiresolution Inf. Process., 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. Geosci. Remote. Sens., 2016

A Manifold Alignment Approach for Hyperspectral Image Visualization With Natural Color.
IEEE Trans. Geosci. Remote. Sens., 2016

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

Discriminative sparse neighbor coding.
Multim. Tools Appl., 2016

Band Weighting via Maximizing Interclass Distance for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. 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

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. Geosci. Remote. Sens., 2015

Semisupervised Hyperspectral Band Selection Via Spectral-Spatial Hypergraph Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Object Classification via Feature Fusion Based Marginalized Kernels.
IEEE Geosci. Remote. Sens. 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 Process., 2014

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

Automatic Record Linkage of Individuals and Households in Historical Census Data.
Int. J. Humanit. Arts Comput., 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 Process., 2013

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

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

Hierarchical Remote Sensing Image Analysis via Graph Laplacian Energy.
IEEE Geosci. Remote. Sens. 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

3D Plant Modelling via Hyperspectral Imaging.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 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. Geosci. Remote. Sens., 2011

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

Graph attribute embedding via Riemannian submersion learning.
Comput. Vis. Image Underst., 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. Geosci. Remote. Sens., 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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