Ling Shao

According to our database1, Ling Shao authored at least 497 papers between 2004 and 2020.

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Bibliography

2020
A Probabilistic Zero-Shot Learning Method via Latent Nonnegative Prototype Synthesis of Unseen Classes.
IEEE Trans. Neural Networks Learn. Syst., 2020

Discriminative Fisher Embedding Dictionary Learning Algorithm for Object Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2020

Flickr Image Community Analytics by Deep Noise-Refined Matrix Factorization.
IEEE Trans. Multimedia, 2020

2D Pose-Based Real-Time Human Action Recognition With Occlusion-Handling.
IEEE Trans. Multimedia, 2020

Inf-Net: Automatic COVID-19 Lung Infection Segmentation From CT Images.
IEEE Trans. Medical Imaging, 2020

STAR: A Structure and Texture Aware Retinex Model.
IEEE Trans. Image Process., 2020

Few-Shot Deep Adversarial Learning for Video-Based Person Re-Identification.
IEEE Trans. Image Process., 2020

Multi-Granularity Canonical Appearance Pooling for Remote Sensing Scene Classification.
IEEE Trans. Image Process., 2020

Image Super-Resolution as a Defense Against Adversarial Attacks.
IEEE Trans. Image Process., 2020

A Joint Label Space for Generalized Zero-Shot Classification.
IEEE Trans. Image Process., 2020

NLH: A Blind Pixel-Level Non-Local Method for Real-World Image Denoising.
IEEE Trans. Image Process., 2020

Zero-VAE-GAN: Generating Unseen Features for Generalized and Transductive Zero-Shot Learning.
IEEE Trans. Image Process., 2020

Conditional Variational Image Deraining.
IEEE Trans. Image Process., 2020

A Recursive Constrained Framework for Unsupervised Video Action Clustering.
IEEE Trans. Ind. Informatics, 2020

Visual Object Tracking by Hierarchical Attention Siamese Network.
IEEE Trans. Cybern., 2020

Text Image Deblurring Using Kernel Sparsity Prior.
IEEE Trans. Cybern., 2020

Adaptive Nonlocal Random Walks for Image Superpixel Segmentation.
IEEE Trans. Circuits Syst. Video Techn., 2020

Compressive Sensing Multi-Layer Residual Coefficients for Image Coding.
IEEE Trans. Circuits Syst. Video Techn., 2020

Heterogenous output regression network for direct face alignment.
Pattern Recognit., 2020

Similarity learning with joint transfer constraints for person re-identification.
Pattern Recognit., 2020

Deep transductive network for generalized zero shot learning.
Pattern Recognit., 2020

Deep quantization generative networks.
Pattern Recognit., 2020

Projection based weight normalization: Efficient method for optimization on oblique manifold in DNNs.
Pattern Recognit., 2020

Label-activating framework for zero-shot learning.
Neural Networks, 2020

Multi-view projected clustering with graph learning.
Neural Networks, 2020

Learning discriminative domain-invariant prototypes for generalized zero shot learning.
Knowl. Based Syst., 2020

Lightweight group convolutional network for single image super-resolution.
Inf. Sci., 2020

A ROI-guided deep architecture for robust facial expressions recognition.
Inf. Sci., 2020

Editorial: Deep learning for medical image analysis.
Neurocomputing, 2020

Dual triplet network for image zero-shot learning.
Neurocomputing, 2020

Deep attentive and semantic preserving video summarization.
Neurocomputing, 2020

Pixelated Semantic Colorization.
Int. J. Comput. Vis., 2020

Editorial: Special Issue on Machine Vision with Deep Learning.
Int. J. Comput. Vis., 2020

Structure Preserving Stain Normalization of Histopathology Images Using Self-Supervised Semantic Guidance.
CoRR, 2020

RGB-D Salient Object Detection: A Survey.
CoRR, 2020

SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation.
CoRR, 2020

Dynamic Dual-Attentive Aggregation Learning for Visible-Infrared Person Re-Identification.
CoRR, 2020

Learning to Learn with Variational Information Bottleneck for Domain Generalization.
CoRR, 2020

BBS-Net: RGB-D Salient Object Detection with a Bifurcated Backbone Strategy Network.
CoRR, 2020

Surpassing Real-World Source Training Data: Random 3D Characters for Generalizable Person Re-Identification.
CoRR, 2020

Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition.
CoRR, 2020

PraNet: Parallel Reverse Attention Network for Polyp Segmentation.
CoRR, 2020

M2Net: Multi-modal Multi-channel Network for Overall Survival Time Prediction of Brain Tumor Patients.
CoRR, 2020

Learning to Learn Kernels with Variational Random Features.
CoRR, 2020

Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification.
CoRR, 2020

Understanding and Correcting Low-quality Retinal Fundus Images for Clinical Analysis.
CoRR, 2020

Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Scans.
CoRR, 2020

Improved Residual Networks for Image and Video Recognition.
CoRR, 2020

3D IoU-Net: IoU Guided 3D Object Detector for Point Clouds.
CoRR, 2020

FAIRS - Soft Focus Generator and Attention for Robust Object Segmentation from Extreme Points.
CoRR, 2020

Pathological Retinal Region Segmentation From OCT Images Using Geometric Relation Based Augmentation.
CoRR, 2020

Architecture Disentanglement for Deep Neural Networks.
CoRR, 2020

Pedestrian Detection: The Elephant In The Room.
CoRR, 2020

Incremental Object Detection via Meta-Learning.
CoRR, 2020

Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification.
CoRR, 2020

Learning Enriched Features for Real Image Restoration and Enhancement.
CoRR, 2020

Pixel-In-Pixel Net: Towards Efficient Facial Landmark Detection in the Wild.
CoRR, 2020

Infinitely Wide Graph Convolutional Networks: Semi-supervised Learning via Gaussian Processes.
CoRR, 2020

Exploring Learning Dynamics of DNNs via Layerwise Conditioning Analysis.
CoRR, 2020

Hi-Net: Hybrid-fusion Network for Multi-modal MR Image Synthesis.
CoRR, 2020

PSC-Net: Learning Part Spatial Co-occurence for Occluded Pedestrian Detection.
CoRR, 2020

Deep Learning for Person Re-identification: A Survey and Outlook.
CoRR, 2020

Preserving details in semantics-aware context for scene parsing.
Sci. China Inf. Sci., 2020

Filling the Gaps in Atrous Convolution: Semantic Segmentation With a Better Context.
IEEE Access, 2020

MetaNER: Named Entity Recognition with Meta-Learning.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Super-Resolution and Inpainting with Degraded and Upgraded Generative Adversarial Networks.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Efficient Locality-Sensitive Hashing Over High-Dimensional Data Streams.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

CycleISP: Real Image Restoration via Improved Data Synthesis.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Hierarchical Human Parsing With Typed Part-Relation Reasoning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Auto-Encoding Twin-Bottleneck Hashing.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Pathological Retinal Region Segmentation From OCT Images Using Geometric Relation Based Augmentation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

HRank: Filter Pruning Using High-Rank Feature Map.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

NETNet: Neighbor Erasing and Transferring Network for Better Single Shot Object Detection.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal Faces.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

An Investigation Into the Stochasticity of Batch Whitening.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Controllable Orthogonalization in Training DNNs.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Camouflaged Object Detection.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

D2Det: Towards High Quality Object Detection and Instance Segmentation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Unsupervised Adaptation Learning for Hyperspectral Imagery Super-Resolution.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Multi-Mutual Consistency Induced Transfer Subspace Learning for Human Motion Segmentation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Motion-Attentive Transition for Zero-Shot Video Object Segmentation.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Fine-Grained Recognition: Accounting for Subtle Differences between Similar Classes.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Pixel-Aware Deep Function-Mixture Network for Spectral Super-Resolution.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Guest Editorial Special Issue on Discriminative Learning for Model Optimization and Statistical Inference.
IEEE Trans. Neural Networks Learn. Syst., 2019

3-D PersonVLAD: Learning Deep Global Representations for Video-Based Person Reidentification.
IEEE Trans. Neural Networks Learn. Syst., 2019

Submodular Function Optimization for Motion Clustering and Image Segmentation.
IEEE Trans. Neural Networks Learn. Syst., 2019

Extracting Multiple Visual Senses for Web Learning.
IEEE Trans. Multimedia, 2019

Robust Object Tracking Using Manifold Regularized Convolutional Neural Networks.
IEEE Trans. Multimedia, 2019

Depth Embedded Recurrent Predictive Parsing Network for Video Scenes.
IEEE Trans. Intell. Transp. Syst., 2019

Learning Match Kernels on Grassmann Manifolds for Action Recognition.
IEEE Trans. Image Process., 2019

Aesthetics-Guided Graph Clustering With Absent Modalities Imputation.
IEEE Trans. Image Process., 2019

Scalable Supervised Asymmetric Hashing With Semantic and Latent Factor Embedding.
IEEE Trans. Image Process., 2019

Triple Verification Network for Generalized Zero-Shot Learning.
IEEE Trans. Image Process., 2019

Extracting Privileged Information for Enhancing Classifier Learning.
IEEE Trans. Image Process., 2019

Cycle-Consistent Deep Generative Hashing for Cross-Modal Retrieval.
IEEE Trans. Image Process., 2019

Unsupervised Deep Video Hashing via Balanced Code for Large-Scale Video Retrieval.
IEEE Trans. Image Process., 2019

Learning Latent Stable Patterns for Image Understanding With Weak and Noisy Labels.
IEEE Trans. Cybern., 2019

Multiobject Tracking by Submodular Optimization.
IEEE Trans. Cybern., 2019

Stereo Video Object Segmentation Using Stereoscopic Foreground Trajectories.
IEEE Trans. Cybern., 2019

Better Dense Trajectories by Motion in Videos.
IEEE Trans. Cybern., 2019

Deep Self-Taught Hashing for Image Retrieval.
IEEE Trans. Cybern., 2019

Deep Learning for Pattern Recognition.
Pattern Recognit. Lett., 2019

Zero-shot Hashing with orthogonal projection for image retrieval.
Pattern Recognit. Lett., 2019

Generic compact representation through visual-semantic ambiguity removal.
Pattern Recognit. Lett., 2019

A hierarchical and regional deep learning architecture for image description generation.
Pattern Recognit. Lett., 2019

Classification complexity assessment for hyper-parameter optimization.
Pattern Recognit. Lett., 2019

Binary Multi-View Clustering.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Flexible unsupervised feature extraction for image classification.
Neural Networks, 2019

Adaptive robust principal component analysis.
Neural Networks, 2019

Zero-shot leaning and hashing with binary visual similes.
Multim. Tools Appl., 2019

Dual-verification network for zero-shot learning.
Inf. Sci., 2019

3D object detection: Learning 3D bounding boxes from scaled down 2D bounding boxes in RGB-D images.
Inf. Sci., 2019

Single image super-resolution using multi-scale deep encoder-decoder with phase congruency edge map guidance.
Inf. Sci., 2019

Multiview discriminative marginal metric learning for makeup face verification.
Neurocomputing, 2019

Adversarial unseen visual feature synthesis for Zero-shot Learning.
Neurocomputing, 2019

Unsupervised Binary Representation Learning with Deep Variational Networks.
Int. J. Comput. Vis., 2019

Fine-grained Recognition: Accounting for Subtle Differences between Similar Classes.
CoRR, 2019

Towards Partial Supervision for Generic Object Counting in Natural Scenes.
CoRR, 2019

DR-GAN: Conditional Generative Adversarial Network for Fine-Grained Lesion Synthesis on Diabetic Retinopathy Images.
CoRR, 2019

Diversifying Inference Path Selection: Moving-Mobile-Network for Landmark Recognition.
CoRR, 2019

Semi-Heterogeneous Three-Way Joint Embedding Network for Sketch-Based Image Retrieval.
CoRR, 2019

Fast Large-Scale Discrete Optimization Based on Principal Coordinate Descent.
CoRR, 2019

AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal Faces.
CoRR, 2019

Dual-reference Age Synthesis.
CoRR, 2019

Coupled-Projection Residual Network for MRI Super-Resolution.
CoRR, 2019

Human vs Machine Attention in Neural Networks: A Comparative Study.
CoRR, 2019

Noisy-As-Clean: Learning Unsupervised Denoising from the Corrupted Image.
CoRR, 2019

Extreme Points Derived Confidence Map as a Cue For Class-Agnostic Segmentation Using Deep Neural Network.
CoRR, 2019

Dynamic Neural Network Decoupling.
CoRR, 2019

Random Path Selection for Incremental Learning.
CoRR, 2019

Dynamic Distribution Pruning for Efficient Network Architecture Search.
CoRR, 2019

Interpretable and Generalizable Deep Image Matching with Adaptive Convolutions.
CoRR, 2019

Learning Digital Camera Pipeline for Extreme Low-Light Imaging.
CoRR, 2019

Few-Shot Deep Adversarial Learning for Video-based Person Re-identification.
CoRR, 2019

Crowd Counting and Density Estimation by Trellis Encoder-Decoder Network.
CoRR, 2019

Max-margin Class Imbalanced Learning with Gaussian Affinity.
CoRR, 2019

Striking the Right Balance with Uncertainty.
CoRR, 2019

RGB-D Scene Classification via Multi-modal Feature Learning.
Cogn. Comput., 2019

Random Path Selection for Continual Learning.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Two Generator Game: Learning to Sample via Linear Goodness-of-Fit Test.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Generative Reconstructive Hashing for Incomplete Video Analysis.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Deep Multi-modal Latent Representation Learning for Automated Dementia Diagnosis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

High-Resolution Diabetic Retinopathy Image Synthesis Manipulated by Grading and Lesions.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Extreme Points Derived Confidence Map as a Cue for Class-Agnostic Interactive Segmentation Using Deep Neural Network.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

DME-Net: Diabetic Macular Edema Grading by Auxiliary Task Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Evaluation of Retinal Image Quality Assessment Networks in Different Color-Spaces.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Inter-modality Dependence Induced Data Recovery for MCI Conversion Prediction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Effective and Efficient Reuse of Past Travel Behavior for Route Recommendation.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Dynamically Visual Disambiguation of Keyword-based Image Search.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Dual-Path in Dual-Path Network for Single Image Dehazing.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Toward Efficient Navigation of Massive-Scale Geo-Textual Streams.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Measuring Structural Similarities in Finite MDPs.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

LCJoin: Set Containment Join via List Crosscutting.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Attentional Neural Fields for Crowd Counting.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Relational Attention Network for Crowd Counting.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Learning Compositional Neural Information Fusion for Human Parsing.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

RANet: Ranking Attention Network for Fast Video Object Segmentation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Deep Contextual Attention for Human-Object Interaction Detection.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Learning Rich Features at High-Speed for Single-Shot Object Detection.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Human-Aware Motion Deblurring.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Mask-Guided Attention Network for Occluded Pedestrian Detection.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Towards Bridging Semantic Gap to Improve Semantic Segmentation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Enriched Feature Guided Refinement Network for Object Detection.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

3C-Net: Category Count and Center Loss for Weakly-Supervised Action Localization.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Gaussian Affinity for Max-Margin Class Imbalanced Learning.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

PointAE: Point Auto-Encoder for 3D Statistical Shape and Texture Modelling.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Compressive-Sensed Image Coding via Multi-layer Closed-Loop Prediction.
Proceedings of the Data Compression Conference, 2019

Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Attentive Region Embedding Network for Zero-Shot Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Building Detail-Sensitive Semantic Segmentation Networks With Polynomial Pooling.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

An Iterative and Cooperative Top-Down and Bottom-Up Inference Network for Salient Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Efficient Featurized Image Pyramid Network for Single Shot Detector.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019


Out-Of-Distribution Detection for Generalized Zero-Shot Action Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

See More, Know More: Unsupervised Video Object Segmentation With Co-Attention Siamese Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Striking the Right Balance With Uncertainty.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Crowd Counting and Density Estimation by Trellis Encoder-Decoder Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Object-Centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019


Iterative Normalization: Beyond Standardization Towards Efficient Whitening.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Object Counting and Instance Segmentation With Image-Level Supervision.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Deep Sketch-Shape Hashing With Segmented 3D Stochastic Viewing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019



Approximate Kernel Selection with Strong Approximate Consistency.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Linear Kernel Tests via Empirical Likelihood for High-Dimensional Data.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Simultaneous Super-Resolution and Cross-Modality Synthesis in Magnetic Resonance Imaging.
Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics, 2019

2018
Discriminative Block-Diagonal Representation Learning for Image Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2018

Marginal Representation Learning With Graph Structure Self-Adaptation.
IEEE Trans. Neural Networks Learn. Syst., 2018

Robust Object Tracking by Nonlinear Learning.
IEEE Trans. Neural Networks Learn. Syst., 2018

End-to-End Feature-Aware Label Space Encoding for Multilabel Classification With Many Classes.
IEEE Trans. Neural Networks Learn. Syst., 2018

Manifold Regularized Correlation Object Tracking.
IEEE Trans. Neural Networks Learn. Syst., 2018

Cross-Modality Image Synthesis via Weakly Coupled and Geometry Co-Regularized Joint Dictionary Learning.
IEEE Trans. Medical Imaging, 2018

Fast Automatic Vehicle Annotation for Urban Traffic Surveillance.
IEEE Trans. Intell. Transp. Syst., 2018

Robust and Long-Term Object Tracking With an Application to Vehicles.
IEEE Trans. Intell. Transp. Syst., 2018

Vehicle Re-Identification by Deep Hidden Multi-View Inference.
IEEE Trans. Image Process., 2018

A Winner-Take-All Strategy for Improved Object Tracking.
IEEE Trans. Image Process., 2018

Action Recognition From Arbitrary Views Using Transferable Dictionary Learning.
IEEE Trans. Image Process., 2018

Unsupervised Deep Hashing With Pseudo Labels for Scalable Image Retrieval.
IEEE Trans. Image Process., 2018

Latent Constrained Correlation Filter.
IEEE Trans. Image Process., 2018

Video Salient Object Detection via Fully Convolutional Networks.
IEEE Trans. Image Process., 2018

Submodular Trajectories for Better Motion Segmentation in Videos.
IEEE Trans. Image Process., 2018

Deep Action Parsing in Videos With Large-Scale Synthesized Data.
IEEE Trans. Image Process., 2018

Adaptive RGB Image Recognition by Visual-Depth Embedding.
IEEE Trans. Image Process., 2018

GII Representation-Based Cross-View Gait Recognition by Discriminative Projection With List-Wise Constraints.
IEEE Trans. Cybern., 2018

Deep Nonlinear Metric Learning for 3-D Shape Retrieval.
IEEE Trans. Cybern., 2018

Video Saliency Detection Using Object Proposals.
IEEE Trans. Cybern., 2018

Unconstrained Face Recognition Using a Set-to-Set Distance Measure on Deep Learned Features.
IEEE Trans. Circuits Syst. Video Techn., 2018

Video Co-Saliency Guided Co-Segmentation.
IEEE Trans. Circuits Syst. Video Techn., 2018

Single Image Dehazing Based on the Physical Model and MSRCR Algorithm.
IEEE Trans. Circuits Syst. Video Techn., 2018

Dense Invariant Feature-Based Support Vector Ranking for Cross-Camera Person Reidentification.
IEEE Trans. Circuits Syst. Video Techn., 2018

Robust Stereoscopic Crosstalk Prediction.
IEEE Trans. Circuits Syst. Video Techn., 2018

Hetero-Manifold Regularisation for Cross-Modal Hashing.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Zero-Shot Learning Using Synthesised Unseen Visual Data with Diffusion Regularisation.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

End-to-end video background subtraction with 3d convolutional neural networks.
Multim. Tools Appl., 2018

Single satellite imagery simultaneous super-resolution and colorization using multi-task deep neural networks.
J. Vis. Commun. Image Represent., 2018

Learning a Multiple Kernel Similarity Metric for kinship verification.
Inf. Sci., 2018

Face recognition with a small occluded training set using spatial and statistical pooling.
Inf. Sci., 2018

Single image super-resolution using a deep encoder-decoder symmetrical network with iterative back projection.
Neurocomputing, 2018

A region-based image caption generator with refined descriptions.
Neurocomputing, 2018

3D PersonVLAD: Learning Deep Global Representations for Video-based Person Re-identification.
CoRR, 2018

ActionXPose: A Novel 2D Multi-view Pose-based Algorithm for Real-time Human Action Recognition.
CoRR, 2018

Automatic Analysis of Microaneurysms Turnover to Diagnose the Progression of Diabetic Retinopathy.
IEEE Access, 2018

L<sub>2, 1</sub>-Norm Discriminant Manifold Learning.
IEEE Access, 2018

Vehicle Re-Identification by Adversarial Bi-Directional LSTM Network.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Learning to Synthesize 3D Indoor Scenes from Monocular Images.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Zero Shot Learning via Low-rank Embedded Semantic AutoEncoder.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Generative Domain-Migration Hashing for Sketch-to-Image Retrieval.
Proceedings of the Computer Vision - ECCV 2018, 2018

Highly-Economized Multi-view Binary Compression for Scalable Image Clustering.
Proceedings of the Computer Vision - ECCV 2018, 2018

TBN: Convolutional Neural Network with Ternary Inputs and Binary Weights.
Proceedings of the Computer Vision - ECCV 2018, 2018

Deep Multi-task Learning to Recognise Subtle Facial Expressions of Mental States.
Proceedings of the Computer Vision - ECCV 2018, 2018

Towards Universal Representation for Unseen Action Recognition.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Viewpoint-Aware Attentive Multi-View Inference for Vehicle Re-Identification.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Zero-Shot Sketch-Image Hashing.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Hyperparameter Optimization for Tracking With Continuous Deep Q-Learning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Pixel-level Semantics Guided Image Colorization.
Proceedings of the British Machine Vision Conference 2018, 2018

Towards Light-weight Annotations: Fuzzy Interpolative Reasoning for Zero-shot Image Classificaiton.
Proceedings of the British Machine Vision Conference 2018, 2018

Structure-Aware 3D Shape Synthesis from Single-View Images.
Proceedings of the British Machine Vision Conference 2018, 2018

Recurrent Transformer Network for Remote Sensing Scene Categorisation.
Proceedings of the British Machine Vision Conference 2018, 2018

Adaptive Visual-Depth Fusion Transfer.
Proceedings of the Computer Vision - ACCV 2018, 2018

Towards Affordable Semantic Searching: Zero-Shot Retrieval via Dominant Attributes.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Dual-Reference Face Retrieval.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Binary Set Embedding for Cross-Modal Retrieval.
IEEE Trans. Neural Networks Learn. Syst., 2017

Supervised Local Descriptor Learning for Human Action Recognition.
IEEE Trans. Multimedia, 2017

Action Recognition Using 3D Histograms of Texture and A Multi-Class Boosting Classifier.
IEEE Trans. Image Process., 2017

Manifold Regularized Experimental Design for Active Learning.
IEEE Trans. Image Process., 2017

Discriminative Elastic-Net Regularized Linear Regression.
IEEE Trans. Image Process., 2017

Progressive Shape-Distribution-Encoder for Learning 3D Shape Representation.
IEEE Trans. Image Process., 2017

Pairwise Operator Learning for Patch-Based Single-Image Super-Resolution.
IEEE Trans. Image Process., 2017

Robust Face Recognition With Kernelized Locality-Sensitive Group Sparsity Representation.
IEEE Trans. Image Process., 2017

Higher Order Energies for Image Segmentation.
IEEE Trans. Image Process., 2017

Learning Short Binary Codes for Large-scale Image Retrieval.
IEEE Trans. Image Process., 2017

Sequential Discrete Hashing for Scalable Cross-Modality Similarity Retrieval.
IEEE Trans. Image Process., 2017

Visual Tracking by Sampling in Part Space.
IEEE Trans. Image Process., 2017

Learning to Hash With Optimized Anchor Embedding for Scalable Retrieval.
IEEE Trans. Image Process., 2017

Perceptually Guided Photo Retargeting.
IEEE Trans. Cybern., 2017

Single-Image Distance Measurement by a Smart Mobile Device.
IEEE Trans. Cybern., 2017

Hierarchical Superpixel-to-Pixel Dense Matching.
IEEE Trans. Circuits Syst. Video Techn., 2017

Guest Editorial: Feature Learning from RGB-D Data for Multimedia Applications.
Multim. Tools Appl., 2017

RGB-D datasets using microsoft kinect or similar sensors: a survey.
Multim. Tools Appl., 2017

Performance evaluation of deep feature learning for RGB-D image/video classification.
Inf. Sci., 2017

PATCH-IQ: A patch based learning framework for blind image quality assessment.
Inf. Sci., 2017

Latent Structure Preserving Hashing.
Int. J. Comput. Vis., 2017

Fast action retrieval from videos via feature disaggregation.
Comput. Vis. Image Underst., 2017

Deep Learning For Video Saliency Detection.
CoRR, 2017

Dual-reference Face Retrieval: What Does He/She Look Like at Age 'X'?
CoRR, 2017

Describing Unseen Classes by Exemplars: Zero-Shot Learning Using Grouped Simile Ensemble.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Towards Fine-Grained Open Zero-Shot Learning: Inferring Unseen Visual Features from Attributes.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Learning to Recognise Unseen Classes by A Few Similes.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

DOTE: Dual cOnvolutional filTer lEarning for Super-Resolution and Cross-Modality Synthesis in MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Deep learning based image description generation.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Dynamic Multi-View Hashing for Online Image Retrieval.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Unsupervised Deep Video Hashing with Balanced Rotation.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Semi-supervised vision-language mapping via variational learning.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

DAP3D-Net: Where, what and how actions occur in videos?
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

RGB-D data fusion in complex space.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Deep Binaries: Encoding Semantic-Rich Cues for Efficient Textual-Visual Cross Retrieval.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Automated lesion segmentation and dermoscopic feature segmentation for skin cancer analysis.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Zero-Shot Action Recognition with Error-Correcting Output Codes.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Binary Coding for Partial Action Analysis with Limited Observation Ratios.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

From Zero-Shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Discretely Coding Semantic Rank Orders for Supervised Image Hashing.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Deep Sketch Hashing: Fast Free-Hand Sketch-Based Image Retrieval.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Simultaneous Super-Resolution and Cross-Modality Synthesis of 3D Medical Images Using Weakly-Supervised Joint Convolutional Sparse Coding.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Fast Person Re-identification via Cross-Camera Semantic Binary Transformation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Cross-View GAN Based Vehicle Generation for Re-identification.
Proceedings of the British Machine Vision Conference 2017, 2017

Unsupervised Deep Generative Hashing.
Proceedings of the British Machine Vision Conference 2017, 2017

What has been missed for real life driving? an inspirational thinking from human innate biases.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

2016
Cosaliency Detection Based on Intrasaliency Prior Transfer and Deep Intersaliency Mining.
IEEE Trans. Neural Networks Learn. Syst., 2016

Sequential Compact Code Learning for Unsupervised Image Hashing.
IEEE Trans. Neural Networks Learn. Syst., 2016

Editorial IEEE Transactions on Neural Networks and Learning Systems 2016 and Beyond.
IEEE Trans. Neural Networks Learn. Syst., 2016

Guest Editorial Special Section on Visual Saliency Computing and Learning.
IEEE Trans. Neural Networks Learn. Syst., 2016

Discriminative Semantic Subspace Analysis for Relevance Feedback.
IEEE Trans. Image Process., 2016

Blind Image Blur Estimation via Deep Learning.
IEEE Trans. Image Process., 2016

Correspondence Driven Saliency Transfer.
IEEE Trans. Image Process., 2016

Supervised Matrix Factorization Hashing for Cross-Modal Retrieval.
IEEE Trans. Image Process., 2016

Real-Time Superpixel Segmentation by DBSCAN Clustering Algorithm.
IEEE Trans. Image Process., 2016

Compressive Sequential Learning for Action Similarity Labeling.
IEEE Trans. Image Process., 2016

Visual Tracking Under Motion Blur.
IEEE Trans. Image Process., 2016

Generalized Pooling for Robust Object Tracking.
IEEE Trans. Image Process., 2016

Sub-Markov Random Walk for Image Segmentation.
IEEE Trans. Image Process., 2016

A Local Structural Descriptor for Image Matching via Normalized Graph Laplacian Embedding.
IEEE Trans. Cybern., 2016

Discriminative Tracking Using Tensor Pooling.
IEEE Trans. Cybern., 2016

Learning Spatio-Temporal Representations for Action Recognition: A Genetic Programming Approach.
IEEE Trans. Cybern., 2016

Unsupervised Local Feature Hashing for Image Similarity Search.
IEEE Trans. Cybern., 2016

Introduction of New Associate Editors.
IEEE Trans. Circuits Syst. Video Techn., 2016

Beyond Semantic Attributes: Discrete Latent Attributes Learning for Zero-Shot Recognition.
IEEE Signal Process. Lett., 2016

Local Feature Discriminant Projection.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Structure-Preserving Binary Representations for RGB-D Action Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Deep Dynamic Neural Networks for Multimodal Gesture Segmentation and Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

From handcrafted to learned representations for human action recognition: A survey.
Image Vis. Comput., 2016

Handcrafted vs. learned representations for human action recognition.
Image Vis. Comput., 2016

Action recognition via spatio-temporal local features: A comprehensive study.
Image Vis. Comput., 2016

Efficient volume rendering methods for out-of-Core datasets by semi-adaptive partitioning.
Inf. Sci., 2016

Semantic Boosting Cross-Modal Hashing for efficient multimedia retrieval.
Inf. Sci., 2016

Special issue on dimensionality reduction for visual big data.
Neurocomputing, 2016

Kernelized Multiview Projection for Robust Action Recognition.
Int. J. Comput. Vis., 2016

Guest editors' introduction: Perception, Aesthetics, and Emotion in Multimedia Quality Modeling.
IEEE Multim., 2016

Nonparametric Quality Assessment of Natural Images.
IEEE Multim., 2016

Boosted Cross-Domain Dictionary Learning for Visual Categorization.
IEEE Intell. Syst., 2016

Recognising occluded multi-view actions using local nearest neighbour embedding.
Comput. Vis. Image Underst., 2016

Geometry Regularized Joint Dictionary Learning for Cross-Modality Image Synthesis in Magnetic Resonance Imaging.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2016

Learning Cross-View Binary Identities for Fast Person Re-Identification.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Arbitrary view action recognition via transfer dictionary learning on synthetic training data.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Color object recognition via cross-domain learning on RGB-D images.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Learning-based single image dehazing via genetic programming.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Improving Online Customer Shopping Experience with Computer Vision and Machine Learning Methods.
Proceedings of the HCI in Business, Government, and Organizations: eCommerce and Innovation, 2016

DAVE: A Unified Framework for Fast Vehicle Detection and Annotation.
Proceedings of the Computer Vision - ECCV 2016, 2016

Attribute Embedding with Visual-Semantic Ambiguity Removal for Zero-shot Learning.
Proceedings of the British Machine Vision Conference 2016, 2016

2015
Targeting Accurate Object Extraction From an Image: A Comprehensive Study of Natural Image Matting.
IEEE Trans. Neural Networks Learn. Syst., 2015

Transfer Learning for Visual Categorization: A Survey.
IEEE Trans. Neural Networks Learn. Syst., 2015

Visual Tracking Using Strong Classifier and Structural Local Sparse Descriptors.
IEEE Trans. Multimedia, 2015

A Fast Single Image Haze Removal Algorithm Using Color Attenuation Prior.
IEEE Trans. Image Process., 2015

Consistent Video Saliency Using Local Gradient Flow Optimization and Global Refinement.
IEEE Trans. Image Process., 2015

Learning View-Model Joint Relevance for 3D Object Retrieval.
IEEE Trans. Image Process., 2015

Multiview Alignment Hashing for Efficient Image Search.
IEEE Trans. Image Process., 2015

Interactive Cosegmentation Using Global and Local Energy Optimization.
IEEE Trans. Image Process., 2015

Learning Computational Models of Video Memorability from fMRI Brain Imaging.
IEEE Trans. Cybern., 2015

Efficient Feature Selection and Classification for Vehicle Detection.
IEEE Trans. Circuits Syst. Video Techn., 2015

Discriminative feature learning from big data for visual recognition.
Pattern Recognit., 2015

A modified adaptive differential evolution algorithm for color image segmentation.
Knowl. Inf. Syst., 2015

A rapid learning algorithm for vehicle classification.
Inf. Sci., 2015

Non-distortion-specific no-reference image quality assessment: A survey.
Inf. Sci., 2015

Evolutionary compact embedding for large-scale image classification.
Inf. Sci., 2015

Analysis of music/speech via integration of audio content and functional brain response.
Inf. Sci., 2015

Image-to-class distance ratio: A feature filtering metric for image classification.
Neurocomputing, 2015

Saliency-aware image-to-class distances for image classification.
Neurocomputing, 2015

Kernelized Multiview Projection.
CoRR, 2015

Modelling of tumour-induced angiogenesis with regress by immune factor.
Proceedings of the 9th International Conference on Software, 2015

The current challenges and prospects of rain detection and removal from videos.
Proceedings of the 2015 IEEE International Conference on Robotics and Biomimetics, 2015

Deep learning for automatic cell detection in wide-field microscopy zebrafish images.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Robust Visual Tracking Based on Improved Perceptual Hashing for Robot Vision.
Proceedings of the Intelligent Robotics and Applications - 8th International Conference, 2015

Projection Bank: From High-Dimensional Data to Medium-Length Binary Codes.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Dense invariant feature based support vector ranking for person re-identification.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

A non-parametric framework for no-reference image quality assessment.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Latent Structure Preserving Hashing.
Proceedings of the British Machine Vision Conference 2015, 2015

Local Feature Binary Coding for Approximate Nearest Neighbor Search.
Proceedings of the British Machine Vision Conference 2015, 2015

Blind image quality assessment via a two-stage non-parametric framework.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2014
Learning Deep and Wide: A Spectral Method for Learning Deep Networks.
IEEE Trans. Neural Networks Learn. Syst., 2014

Feature Learning for Image Classification Via Multiobjective Genetic Programming.
IEEE Trans. Neural Networks Learn. Syst., 2014

Learning Object-to-Class Kernels for Scene Classification.
IEEE Trans. Image Process., 2014

Spatio-Temporal Laplacian Pyramid Coding for Action Recognition.
IEEE Trans. Cybern., 2014

From Heuristic Optimization to Dictionary Learning: A Review and Comprehensive Comparison of Image Denoising Algorithms.
IEEE Trans. Cybern., 2014

Efficient Search and Localization of Human Actions in Video Databases.
IEEE Trans. Circuits Syst. Video Techn., 2014

Natural image denoising using evolved local adaptive filters.
Signal Process., 2014

Image demosaicing using content and colour-correlation analysis.
Signal Process., 2014

Image restoration and enhancement: Recent advances and applications.
Signal Process., 2014

Robust point pattern matching based on spectral context.
Pattern Recognit., 2014

Realistic action recognition via sparsely-constructed Gaussian processes.
Pattern Recognit., 2014

Image visual attention computation and application via the learning of object attributes.
Mach. Vis. Appl., 2014

Action recognition by spatio-temporal oriented energies.
Inf. Sci., 2014

Building recognition in urban environments: A survey of state-of-the-art and future challenges.
Inf. Sci., 2014

Video abstraction based on fMRI-driven visual attention model.
Inf. Sci., 2014

Multi-Max-Margin Support Vector Machine for multi-source human action recognition.
Neurocomputing, 2014

Active learning for human action retrieval using query pool selection.
Neurocomputing, 2014

Spatial and temporal visual attention prediction in videos using eye movement data.
Neurocomputing, 2014

Feature-based motion compensated interpolation for frame rate up-conversion.
Neurocomputing, 2014

Weakly-Supervised Cross-Domain Dictionary Learning for Visual Recognition.
Int. J. Comput. Vis., 2014

Efficient dictionary learning for visual categorization.
Comput. Vis. Image Underst., 2014

Point pattern matching based on line graph spectral context and descriptor embedding.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Linear regression motion analysis for unsupervised temporal segmentation of human actions.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Multimodal Dynamic Networks for Gesture Recognition.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Correspondence-Free Dictionary Learning for Cross-View Action Recognition.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

A Performance Evaluation on Action Recognition with Local Features.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Discriminative Partition Sparsity Analysis.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Three-Dimensional Deconvolution of Wide Field Microscopy with Sparse Priors: Application to Zebrafish Imagery.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Deep Dynamic Neural Networks for Gesture Segmentation and Recognition.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Submodular Object Recognition.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Leveraging Hierarchical Parametric Networks for Skeletal Joints Based Action Segmentation and Recognition.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

A Multigraph Representation for Improved Unsupervised/Semi-supervised Learning of Human Actions.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Unsupervised Spectral Dual Assignment Clustering of Human Actions in Context.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Cross-Modality Submodular Dictionary Learning for Information Retrieval.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Boosted Cross-Domain Categorization.
Proceedings of the British Machine Vision Conference, 2014

Single Image Dehazing Using Color Attenuation Prior.
Proceedings of the British Machine Vision Conference, 2014

Learn++ for Robust Object Tracking.
Proceedings of the British Machine Vision Conference, 2014

Discriminative Embedding via Image-to-Class Distances.
Proceedings of the British Machine Vision Conference, 2014

2013
Nonlocal Hierarchical Dictionary Learning Using Wavelets for Image Denoising.
IEEE Trans. Image Process., 2013

Computer vision for RGB-D sensors: Kinect and its applications [special issue intro.].
IEEE Trans. Cybern., 2013

Learning Discriminative Key Poses for Action Recognition.
IEEE Trans. Cybern., 2013

Enhanced Computer Vision With Microsoft Kinect Sensor: A Review.
IEEE Trans. Cybern., 2013

Embedding Motion and Structure Features for Action Recognition.
IEEE Trans. Circuits Syst. Video Techn., 2013

Silhouette Analysis-Based Action Recognition Via Exploiting Human Poses.
IEEE Trans. Circuits Syst. Video Techn., 2013

Human action recognition based on boosted feature selection and naive Bayes nearest-neighbor classification.
Signal Process., 2013

Multi-view action recognition using local similarity random forests and sensor fusion.
Pattern Recognit. Lett., 2013

A local descriptor based on Laplacian pyramid coding for action recognition.
Pattern Recognit. Lett., 2013

Boosted key-frame selection and correlated pyramidal motion-feature representation for human action recognition.
Pattern Recognit., 2013

Content-based retrieval of human actions from realistic video databases.
Inf. Sci., 2013

A semi-supervised approach for dimensionality reduction with distributional similarity.
Neurocomputing, 2013

Combining appearance and structural features for human action recognition.
Neurocomputing, 2013

A survey on fall detection: Principles and approaches.
Neurocomputing, 2013

A novel rain detection and removal approach using guided filtering and formation modeling.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

A novel segmentation guided approach for single image dehazing.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

What's the Role of Image Matting in Image Segmentation?
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

Perfect Snapping.
Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

The third ACM international workshop on interactive multimedia on mobile and portable devices (IMMPD'13).
Proceedings of the ACM Multimedia Conference, 2013

Building holistic descriptors for scene recognition: a multi-objective genetic programming approach.
Proceedings of the ACM Multimedia Conference, 2013

Learning Discriminative Representations from RGB-D Video Data.
Proceedings of the IJCAI 2013, 2013

A novel thin elongated objects segmentation based on fuzzy connectedness and GMM learning.
Proceedings of the IEEE International Conference on Image Processing, 2013

SUPERCUT: An accurate and effective interactive image segmentation algorithm.
Proceedings of the IEEE International Conference on Image Processing, 2013

Recursive Kernel Density Estimation for modeling the background and segmenting moving objects.
Proceedings of the IEEE International Conference on Acoustics, 2013

Spatio-temporal steerable pyramid for human action recognition.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Synthesis of spatio-temporal descriptors for dynamic hand gesture recognition using genetic programming.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Rapid Localisation and Retrieval of Human Actions with Relevance Feedback.
Proceedings of the Computer Analysis of Images and Patterns, 2013

Enhancing Action Recognition by Cross-Domain Dictionary Learning.
Proceedings of the British Machine Vision Conference, 2013

Image Blur Classification and Parameter Identification Using Two-stage Deep Belief Networks.
Proceedings of the British Machine Vision Conference, 2013

Human Action Retrieval via efficient feature matching.
Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

2012
Intelligent multimedia interactivity.
Pattern Recognit. Lett., 2012

Human action segmentation and recognition via motion and shape analysis.
Pattern Recognit. Lett., 2012

Relevance feedback for real-world human action retrieval.
Pattern Recognit. Lett., 2012

Classification-based de-mosaicing for digital cameras.
Neurocomputing, 2012

Learning from social media network.
Neurocomputing, 2012

One shot learning gesture recognition with Kinect sensor.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

The second ACM international workshop on interactive multimedia on mobile and Portable devices.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

High order co-occurrence of visualwords for action recognition.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

One shot learning gesture recognition from RGBD images.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Genetic Programming-Evolved Spatio-Temporal Descriptor for Human Action Recognition.
Proceedings of the British Machine Vision Conference, 2012

Self-calibration and Motion Recovery from Silhouettes with Two Mirrors.
Proceedings of the Computer Vision, 2012

2011
Robust Spatio-Temporal Features for Human Action Recognition.
Proceedings of the Multimedia Analysis, Processing and Communications, 2011

Spatio-temporal Dynamic Texture Descriptors for Human Motion Recognition.
Proceedings of the Intelligent Video Event Analysis and Understanding, 2011

Repairing imperfect video enhancement algorithms using classification-based trained filters.
Signal, Image and Video Processing, 2011

Video restoration and enhancement: algorithms and applications.
Signal, Image and Video Processing, 2011

Quality adaptive least squares trained filters for video compression artifacts removal using a no-reference block visibility metric.
J. Vis. Commun. Image Represent., 2011

Recent advances and trends in visual tracking: A review.
Neurocomputing, 2011

Transform based spatio-temporal descriptors for human action recognition.
Neurocomputing, 2011

Action recognition using graph embedding and the co-occurrence matrices descriptor.
Int. J. Comput. Math., 2011

Human action representation using pyramid correlogram of oriented gradients on motion history images.
Int. J. Comput. Math., 2011

An Algorithm for Repairing Low-Quality Video Enhancement Techniques Based on Trained Filter
CoRR, 2011

Dynamic Feature Description in Human Action Recognition
CoRR, 2011

A Generalized Coding Artifacts and Noise Removal Algorithm for Digitally Compressed Video Signals.
Proceedings of the Advances in Multimedia Modeling, 2011

ACM international workshop on interactive multimedia on mobile and portable devices (IMMPD'11).
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Water reflection recognition via minimizing reflection cost based on motion blur invariant moments.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Action recognition using Correlogram of Body Poses and spectral regression.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Unsupervised saliency detection based on 2D Gabor and Curvelets transforms.
Proceedings of the ICIMCS 2011, 2011

Action retrieval with relevance feedback on YouTube videos.
Proceedings of the ICIMCS 2011, 2011

2010
Video Analysis, Abstraction, and Retrieval: Techniques and Applications.
Int. J. Digit. Multim. Broadcast., 2010

Fast and Robust Methods for Multiple-View Vision.
EURASIP J. Image and Video Processing, 2010

Robust Processing of Nonstationary Signals.
EURASIP J. Adv. Signal Process., 2010

Subspace learning for silhouette based human action recognition.
Proceedings of the Visual Communications and Image Processing 2010, 2010

Feature selection under learning to rank model for multimedia retrieve.
Proceedings of the Second International Conference on Internet Multimedia Computing and Service, 2010

A set of co-occurrence matrices on the intrinsic manifold of human silhouettes for action recognition.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

Eigen-space learning using semi-supervised diffusion maps for human action recognition.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

Feature detector and descriptor evaluation in human action recognition.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

A descriptor combining MHI and PCOG for human motion classification.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

A Wavelet Based Local Descriptor for Human Action Recognition.
Proceedings of the British Machine Vision Conference, 2010

Histogram of Body Poses and Spectral Regression Discriminant Analysis for Human Action Categorization.
Proceedings of the British Machine Vision Conference, 2010

2009
1st ACM international workshop on interactive multimedia for consumer electronics (IMCE'09).
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Motion-compensated techniques for enhancement of low-quality compressed videos.
Proceedings of the IEEE International Conference on Acoustics, 2009

Motion Histogram Analysis Based Key Frame Extraction for Human Action/Activity Representation.
Proceedings of the Sixth Canadian Conference on Computer and Robot Vision, 2009

An Efficient Local Invariant Region Detector for Image Retrieval.
Proceedings of the Sixth Canadian Conference on Computer and Robot Vision, 2009

Human Action Recognition Using LBP-TOP as Sparse Spatio-Temporal Feature Descriptor.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008
An Overview and Performance Evaluation of Classification-Based Least Squares Trained Filters.
IEEE Trans. Image Process., 2008

Simultaneous coding artifact reduction and sharpness enhancement for block-based compressed images and videos.
Signal Process. Image Commun., 2008

Quality adaptive trained filters for compression artifacts removal.
Proceedings of the IEEE International Conference on Acoustics, 2008

Enhancement of compressed video signals using a local blockiness metric.
Proceedings of the IEEE International Conference on Acoustics, 2008

Motion Recovery for Uncalibrated Turntable Sequences Using Silhouettes and a Single Point.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

2007
Invariant salient regions based image retrieval.
PhD thesis, 2007

Optimizing Scalable Video Compression for Efficient Implementation on a VLIW Media Processor.
IEEE Trans. Multimedia, 2007

Coding Artifact Reduction Based on Local Entropy Analysis.
IEEE Trans. Consumer Electron., 2007

Partial Volume Compensated Reconstruction of Three-dimensional Mass Shapes in Mammographic Images.
J. Digit. Imaging, 2007

Geometric and photometric invariant distinctive regions detection.
Inf. Sci., 2007

Adaptive Resolution Upconversion for Compressed Video Using Pixel Classification.
EURASIP J. Adv. Signal Process., 2007

Unified compression artifacts removal based on adaptive learning on activity measure.
Digit. Signal Process., 2007

Order Statistic Filters for Image Interpolation.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Integrated Image Enhancement and Artifacts Reduction Based on Frequency Bands Manipulation.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Local Objective Metrics of Blocking Artifacts Visibility for Adaptive Repair of Compressed Video Signals.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Coding Artifacts Robust Resolution Up-conversion.
Proceedings of the International Conference on Image Processing, 2007

Adaptive Repair of Compressed Video Signals using Local Objective Metrics of Blocking Artifacts.
Proceedings of the International Conference on Image Processing, 2007

2006
Specific object retrieval based on salient regions.
Pattern Recognit., 2006

Invariant salient regions based image retrieval under viewpoint and illumination variations.
J. Vis. Commun. Image Represent., 2006

Coding Artifact Reduction using Non-Reference Block Grid Visibility Measure.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Feature classification based on local information.
Proceedings of the 14th European Signal Processing Conference, 2006

2004
Three-Dimensional Mass Reconstruction in Mammography.
Proceedings of the Computer Vision and Mathematical Methods in Medical and Biomedical Image Analysis, 2004


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