Jie Zhou

Affiliations:
  • Tsinghua University, Department of Automation, Tsinghua National Laboratory for Information Science and Technology, Beijing, China
  • Huazhong University of Science and Technology, Institute of Pattern Recognition and Artificial Intelligence, Wuhan, China (PhD 1995)


According to our database1, Jie Zhou authored at least 376 papers between 1995 and 2022.

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

Timeline

Legend:

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Online presence:

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Bibliography

2022
Learning from Temporal Spatial Cubism for Cross-Dataset Skeleton-based Action Recognition.
ACM Trans. Multim. Comput. Commun. Appl., 2022

Relational Reasoning Over Spatial-Temporal Graphs for Video Summarization.
IEEE Trans. Image Process., 2022

Unintentional Action Localization via Counterfactual Examples.
IEEE Trans. Image Process., 2022

SegGroup: Seg-Level Supervision for 3D Instance and Semantic Segmentation.
IEEE Trans. Image Process., 2022

MetaAge: Meta-Learning Personalized Age Estimators.
IEEE Trans. Image Process., 2022

Salience-Aware Face Presentation Attack Detection via Deep Reinforcement Learning.
IEEE Trans. Inf. Forensics Secur., 2022

Separable Structure Modeling for Semi-Supervised Video Object Segmentation.
IEEE Trans. Circuits Syst. Video Technol., 2022

Iterative Feature Matching for Self-Supervised Indoor Depth Estimation.
IEEE Trans. Circuits Syst. Video Technol., 2022

Learning Hybrid Semantic Affinity for Point Cloud Segmentation.
IEEE Trans. Circuits Syst. Video Technol., 2022

Structure-Adaptive Neighborhood Preserving Hashing for Scalable Video Search.
IEEE Trans. Circuits Syst. Video Technol., 2022

Order-Constrained Representation Learning for Instructional Video Prediction.
IEEE Trans. Circuits Syst. Video Technol., 2022

Learning multiscale hierarchical attention for video summarization.
Pattern Recognit., 2022

Learning Efficient Binarized Object Detectors With Information Compression.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Estimating 3D Finger Angle via Fingerprint Image.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

Shap-CAM: Visual Explanations for Convolutional Neural Networks based on Shapley Value.
CoRR, 2022

P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting.
CoRR, 2022

HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions.
CoRR, 2022

GE-Grasp: Efficient Target-Oriented Grasping in Dense Clutter.
CoRR, 2022

Learning Dynamic Facial Radiance Fields for Few-Shot Talking Head Synthesis.
CoRR, 2022

Label2Label: A Language Modeling Framework for Multi-Attribute Learning.
CoRR, 2022

AIParsing: Anchor-free Instance-level Human Parsing.
CoRR, 2022

Dynamic Spatial Sparsification for Efficient Vision Transformers and Convolutional Neural Networks.
CoRR, 2022

Shapley-NAS: Discovering Operation Contribution for Neural Architecture Search.
CoRR, 2022

OrdinalCLIP: Learning Rank Prompts for Language-Guided Ordinal Regression.
CoRR, 2022

SemAffiNet: Semantic-Affine Transformation for Point Cloud Segmentation.
CoRR, 2022

BEVerse: Unified Perception and Prediction in Birds-Eye-View for Vision-Centric Autonomous Driving.
CoRR, 2022

Introspective Deep Metric Learning.
CoRR, 2022

Gait Recognition in the Wild: A Benchmark.
CoRR, 2022

Monocular 3D Fingerprint Reconstruction and Unwarping.
CoRR, 2022

WebFace260M: A Benchmark for Million-Scale Deep Face Recognition.
CoRR, 2022

HyperDet3D: Learning a Scene-conditioned 3D Object Detector.
CoRR, 2022

FineDiving: A Fine-grained Dataset for Procedure-aware Action Quality Assessment.
CoRR, 2022

SurroundDepth: Entangling Surrounding Views for Self-Supervised Multi-Camera Depth Estimation.
CoRR, 2022

LiDAR Distillation: Bridging the Beam-Induced Domain Gap for 3D Object Detection.
CoRR, 2022

Attributable Visual Similarity Learning.
CoRR, 2022

Bridge-Prompt: Towards Ordinal Action Understanding in Instructional Videos.
CoRR, 2022

Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion.
CoRR, 2022

Back to Reality: Weakly-supervised 3D Object Detection with Shape-guided Label Enhancement.
CoRR, 2022

Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-based Super-Resolution.
CoRR, 2022

Deep diagnostic agent forest (DDAF): A deep learning pathogen recognition system for pneumonia based on CT.
Comput. Biol. Medicine, 2022

Estimating 3D Finger Pose via 2D-3D Fingerprint Matching.
Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022

Cerebrovascular Landmark Detection under Anatomical Variations.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

TriageNet: A Multi-Agent Diagnosis Network for Imbalanced Data.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Uncertainty-Aware Representation Learning for Action Segmentation.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021
Rank-Consistency Deep Hashing for Scalable Multi-Label Image Search.
IEEE Trans. Multim., 2021

DSNet: A Flexible Detect-to-Summarize Network for Video Summarization.
IEEE Trans. Image Process., 2021

Structure-Coherent Deep Feature Learning for Robust Face Alignment.
IEEE Trans. Image Process., 2021

Reasoning Graph Networks for Kinship Verification: From Star-Shaped to Hierarchical.
IEEE Trans. Image Process., 2021

Person Re-Identification via Attention Pyramid.
IEEE Trans. Image Process., 2021

Joint Estimation of Pose and Singular Points of Fingerprints.
IEEE Trans. Inf. Forensics Secur., 2021

Latent Fingerprint Registration via Matching Densely Sampled Points.
IEEE Trans. Inf. Forensics Secur., 2021

Dense Registration and Mosaicking of Fingerprints by Training an End-to-End Network.
IEEE Trans. Inf. Forensics Secur., 2021

Human Parsing With Pyramidical Gather-Excite Context.
IEEE Trans. Circuits Syst. Video Technol., 2021

Recurrent Semantic Preserving Generation for Action Prediction.
IEEE Trans. Circuits Syst. Video Technol., 2021

Hardness-Aware Deep Metric Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Learning Channel-Wise Interactions for Binary Convolutional Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Comprehensive Instructional Video Analysis: The COIN Dataset and Performance Evaluation.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

SOSD-Net: Joint semantic object segmentation and depth estimation from monocular images.
Neurocomputing, 2021

Multi-View Partial (MVP) Point Cloud Challenge 2021 on Completion and Registration: Methods and Results.
CoRR, 2021

Dynamics-aware Adversarial Attack of 3D Sparse Convolution Network.
CoRR, 2021

DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting.
CoRR, 2021

Point-BERT: Pre-training 3D Point Cloud Transformers with Masked Point Modeling.
CoRR, 2021

Structure-Preserving Image Super-Resolution.
CoRR, 2021

Masked Face Recognition Challenge: The WebFace260M Track Report.
CoRR, 2021

Structure-Aware Face Clustering on a Large-Scale Graph with $\bf{10^{7}}$ Nodes.
CoRR, 2021

SOSD-Net: Joint Semantic Object Segmentation and Depth Estimation from Monocular images.
CoRR, 2021

Coronary Artery Centerline Refinement Using GCN Trained with Synthetic Data.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, 2021

Vessel Extraction and Analysis of Aortic Dissection.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, 2021

3D Multi-object Detection and Tracking with Sparse Stationary LiDAR.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Global Filter Networks for Image Classification.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

SGNet: Structure-Aware Graph-Based Network for Airway Semantic Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Multi-Task Learning Network for Landmark Detection in Anatomical Tree Structures.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Similarity-Aware Fusion Network for 3D Semantic Segmentation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

FGR: Frustum-Aware Geometric Reasoning for Weakly Supervised 3D Vehicle Detection.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

3D Multi-Object Online Tracking with Multi-View Clustering.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Deep Relational Metric Learning.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Towards Interpretable Deep Metric Learning with Structural Matching.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Group-aware Contrastive Regression for Action Quality Assessment.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Frequency-Aware Spatiotemporal Transformers for Video Inpainting Detection.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Generalizable Mixed-Precision Quantization via Attribution Rank Preservation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Instance Similarity Learning for Unsupervised Feature Representation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

RandomRooms: Unsupervised Pre-training from Synthetic Shapes and Randomized Layouts for 3D Object Detection.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Human Trajectory Prediction via Counterfactual Analysis.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Orientation Field Estimation for Latent Fingerprints with Prior Knowledge of Fingerprint Pattern.
Proceedings of the International IEEE Joint Conference on Biometrics, 2021

WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Deep Compositional Metric Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Objects Are Different: Flexible Monocular 3D Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

PV-RAFT: Point-Voxel Correlation Fields for Scene Flow Estimation of Point Clouds.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Pseudo Facial Generation With Extreme Poses for Face Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Structure-Aware Face Clustering on a Large-Scale Graph With 107 Nodes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Self-Supervised Video Hashing via Bidirectional Transformers.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Meta-Mining Discriminative Samples for Kinship Verification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning Probabilistic Ordinal Embeddings for Uncertainty-Aware Regression.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Pose-Specific 3D Fingerprint Unfolding.
Proceedings of the Biometric Recognition - 15th Chinese Conference, 2021

SIMPLE: SIngle-network with Mimicking and Point Learning for Bottom-up Human Pose Estimation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Multi-Proxy Wasserstein Classifier for Image Classification.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Unsupervised Variational Video Hashing With 1D-CNN-LSTM Networks.
IEEE Trans. Multim., 2020

Graininess-Aware Deep Feature Learning for Robust Pedestrian Detection.
IEEE Trans. Image Process., 2020

Deep Adversarial Metric Learning.
IEEE Trans. Image Process., 2020

Learning Recurrent 3D Attention for Video-Based Person Re-Identification.
IEEE Trans. Image Process., 2020

An Improved Contact-Based High-Resolution Palmprint Image Acquisition System.
IEEE Trans. Instrum. Meas., 2020

Task-Aware Attention Model for Clothing Attribute Prediction.
IEEE Trans. Circuits Syst. Video Technol., 2020

Graph Interaction Networks for Relation Transfer in Human Activity Videos.
IEEE Trans. Circuits Syst. Video Technol., 2020

Identity-Preserving Face Hallucination via Deep Reinforcement Learning.
IEEE Trans. Circuits Syst. Video Technol., 2020

Learning Reasoning-Decision Networks for Robust Face Alignment.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

GASNet: Weakly-supervised Framework for COVID-19 Lesion Segmentation.
CoRR, 2020

Semantics-Driven Unsupervised Learning for Monocular Depth and Ego-Motion Estimation.
CoRR, 2020

Attention Cube Network for Image Restoration.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Deep Feature Disentanglement Learning for Bone Suppression in Chest Radiographs.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Graph-Based Kinship Reasoning Network.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Rotation-Robust Intersection over Union for 3D Object Detection.
Proceedings of the Computer Vision - ECCV 2020, 2020

Structural Deep Metric Learning for Room Layout Estimation.
Proceedings of the Computer Vision - ECCV 2020, 2020

Deep Hashing with Active Pairwise Supervision.
Proceedings of the Computer Vision - ECCV 2020, 2020

Spatial Geometric Reasoning for Room Layout Estimation via Deep Reinforcement Learning.
Proceedings of the Computer Vision - ECCV 2020, 2020

Reinforced Axial Refinement Network for Monocular 3D Object Detection.
Proceedings of the Computer Vision - ECCV 2020, 2020

MetaDistiller: Network Self-Boosting via Meta-Learned Top-Down Distillation.
Proceedings of the Computer Vision - ECCV 2020, 2020

Graph-Based Social Relation Reasoning.
Proceedings of the Computer Vision - ECCV 2020, 2020

Temporal Coherence or Temporal Motion: Which Is More Critical for Video-Based Person Re-identification?
Proceedings of the Computer Vision - ECCV 2020, 2020

Deep Credible Metric Learning for Unsupervised Domain Adaptation Person Re-identification.
Proceedings of the Computer Vision - ECCV 2020, 2020

Deep Metric Learning via Adaptive Learnable Assessment.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

BiDet: An Efficient Binarized Object Detector.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Uncertainty-Aware Score Distribution Learning for Action Quality Assessment.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Structure-Preserving Super Resolution With Gradient Guidance.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Deep Face Super-Resolution With Iterative Collaboration Between Attentive Recovery and Landmark Estimation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Learning Semantics-Preserving Attention and Contextual Interaction for Group Activity Recognition.
IEEE Trans. Image Process., 2019

Uniform and Variational Deep Learning for RGB-D Object Recognition and Person Re-Identification.
IEEE Trans. Image Process., 2019

Spatial-Temporal Attention-Aware Learning for Video-Based Person Re-Identification.
IEEE Trans. Image Process., 2019

Multi-Stream Deep Neural Networks for RGB-D Egocentric Action Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2019

Ordinal Deep Learning for Facial Age Estimation.
IEEE Trans. Circuits Syst. Video Technol., 2019

Multi-Grained Deep Feature Learning for Robust Pedestrian Detection.
IEEE Trans. Circuits Syst. Video Technol., 2019

Face Segmentor-Enhanced Deep Feature Learning for Face Recognition.
IEEE Trans. Biom. Behav. Identity Sci., 2019

Structured general and specific multi-view subspace clustering.
Pattern Recognit., 2019

Learning principal orientations and residual descriptor for action recognition.
Pattern Recognit., 2019

Runtime Network Routing for Efficient Image Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Unsupervised Deep Learning of Compact Binary Descriptors.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Learning Deep Binary Descriptor with Multi-Quantization.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Image generation via latent space learning using improved combination.
Neurocomputing, 2019

Learning Discriminative Aggregation Network for Video-Based Face Recognition and Person Re-identification.
Int. J. Comput. Vis., 2019

P<sup>2</sup>GNet: Pose-Guided Point Cloud Generating Networks for 6-DoF Object Pose Estimation.
CoRR, 2019

Conditional Single-view Shape Generation for Multi-view Stereo Reconstruction.
CoRR, 2019

A Cascade Regression Model for Anatomical Landmark Detection.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges, 2019

Breast Mass Detection in Mammograms via Blending Adversarial Learning.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2019

Multi-View Geometric Mean Metric Learning for Kinship Verification.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Neighborhood Preserving Hashing for Scalable Video Retrieval.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Deep Meta Metric Learning.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Self-Critical Attention Learning for Person Re-Identification.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Dense Fingerprint Registration via Displacement Regression Network.
Proceedings of the 2019 International Conference on Biometrics, 2019

Hardness-Aware Deep Metric Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Enhanced Bayesian Compression via Deep Reinforcement Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learning Channel-Wise Interactions for Binary Convolutional Neural Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

COIN: A Large-Scale Dataset for Comprehensive Instructional Video Analysis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Spherical Fractal Convolutional Neural Networks for Point Cloud Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Deep Fitting Degree Scoring Network for Monocular 3D Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

BridgeNet: A Continuity-Aware Probabilistic Network for Age Estimation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Structural Relational Reasoning of Point Clouds.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

UniformFace: Learning Deep Equidistributed Representation for Face Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Deep Embedding Learning With Discriminative Sampling Policy.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Fingerprint Presentation Attack Detection via Analyzing Fingerprint Pairs.
Proceedings of the Biometric Recognition - 14th Chinese Conference, 2019

2018
Left Atrial Appendage Segmentation Using Fully Convolutional Neural Networks and Modified Three-Dimensional Conditional Random Fields.
IEEE J. Biomed. Health Informatics, 2018

Label-Sensitive Deep Metric Learning for Facial Age Estimation.
IEEE Trans. Inf. Forensics Secur., 2018

Efficient Rectification of Distorted Fingerprints.
IEEE Trans. Inf. Forensics Secur., 2018

2-D Phase Demodulation for Deformable Fingerprint Registration.
IEEE Trans. Inf. Forensics Secur., 2018

Local Large-Margin Multi-Metric Learning for Face and Kinship Verification.
IEEE Trans. Circuits Syst. Video Technol., 2018

Deep Localized Metric Learning.
IEEE Trans. Circuits Syst. Video Technol., 2018

Nonlinear Structural Hashing for Scalable Video Search.
IEEE Trans. Circuits Syst. Video Technol., 2018

Nonlinear subspace clustering for image clustering.
Pattern Recognit. Lett., 2018

Reconstruction-based supervised hashing.
Pattern Recognit., 2018

Scene recognition with objectness.
Pattern Recognit., 2018

Collaborative multiview hashing.
Pattern Recognit., 2018

Simultaneous Local Binary Feature Learning and Encoding for Homogeneous and Heterogeneous Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Two-Stream Transformer Networks for Video-Based Face Alignment.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Context-Aware Local Binary Feature Learning for Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Watch fashion shows to tell clothing attributes.
Neurocomputing, 2018

An Improved Evaluation Framework for Generative Adversarial Networks.
CoRR, 2018

Left atrial appendage segmentation and quantitative assisted diagnosis of atrial fibrillation based on fusion of temporal-spatial information.
Comput. Biol. Medicine, 2018

Multi-scale Deep Representation Learning for Face Detection.
Proceedings of the IEEE Visual Communications and Image Processing, 2018

Mining Semantics-Preserving Attention for Group Activity Recognition.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Towards Accurate and Complete Registration of Coronary Arteries in CTA Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

A Vessel-Focused 3D Convolutional Network for Automatic Segmentation and Classification of Coronary Artery Plaques in Cardiac CTA.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018

Lumen Segmentation of Aortic Dissection with Cascaded Convolutional Network.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018

Context Aware 3D Fully Convolutional Networks for Coronary Artery Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018

Classification of Pancreatic Cystic Neoplasms Based on Multimodality Images.
Proceedings of the Machine Learning in Medical Imaging - 9th International Workshop, 2018

Endo3D: Online Workflow Analysis for Endoscopic Surgeries Based on 3D CNN and LSTM.
Proceedings of the OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis, 2018

Order-Sensitive Deep Hashing for Multimorbidity Medical Image Retrieval.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Adversarial Transfer Networks for Visual Tracking.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Rank-Consistency Multi-Label Deep Hashing.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Multi-Grained Deep Feature Learning for Pedestrian Detection.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Relaxation-Free Deep Hashing via Policy Gradient.
Proceedings of the Computer Vision - ECCV 2018, 2018

Deep Reinforcement Learning with Iterative Shift for Visual Tracking.
Proceedings of the Computer Vision - ECCV 2018, 2018

Collaborative Deep Reinforcement Learning for Multi-object Tracking.
Proceedings of the Computer Vision - ECCV 2018, 2018

Graininess-Aware Deep Feature Learning for Pedestrian Detection.
Proceedings of the Computer Vision - ECCV 2018, 2018

Deep Variational Metric Learning.
Proceedings of the Computer Vision - ECCV 2018, 2018

Dual-Agent Deep Reinforcement Learning for Deformable Face Tracking.
Proceedings of the Computer Vision - ECCV 2018, 2018

Part-Activated Deep Reinforcement Learning for Action Prediction.
Proceedings of the Computer Vision - ECCV 2018, 2018

Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Learning Globally Optimized Object Detector via Policy Gradient.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Deep Adversarial Metric Learning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Deep Hashing via Discrepancy Minimization.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Orientation Field Estimation for Latent Fingerprints by Exhaustive Search of Large Database.
Proceedings of the 9th IEEE International Conference on Biometrics Theory, 2018

2017
Deep Coupled Metric Learning for Cross-Modal Matching.
IEEE Trans. Multim., 2017

Deep Video Hashing.
IEEE Trans. Multim., 2017

Nonlinear Sparse Hashing.
IEEE Trans. Multim., 2017

Nonlinear Discrete Hashing.
IEEE Trans. Multim., 2017

Simultaneous Feature and Dictionary Learning for Image Set Based Face Recognition.
IEEE Trans. Image Process., 2017

Deep Hashing for Scalable Image Search.
IEEE Trans. Image Process., 2017

Learning Deep Sharable and Structural Detectors for Face Alignment.
IEEE Trans. Image Process., 2017

Learning Rotation-Invariant Local Binary Descriptor.
IEEE Trans. Image Process., 2017

Deep Metric Learning for Visual Understanding: An Overview of Recent Advances.
IEEE Signal Process. Mag., 2017

Dense registration of fingerprints.
Pattern Recognit., 2017

Multi-modal uniform deep learning for RGB-D person re-identification.
Pattern Recognit., 2017

Group-aware deep feature learning for facial age estimation.
Pattern Recognit., 2017

Runtime Neural Pruning.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Left Atrium Segmentation in CT Volumes with Fully Convolutional Networks.
Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017

Detection of Substances in the Left Atrial Appendage by Spatiotemporal Motion Analysis Based on 4D-CT.
Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2017

Left Atrial Appendage Neck Modeling for Closure Surgery.
Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2017

Topology preserving graph matching for partial face recognition.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Nonlinear subspace clustering.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Latent fingerprint enhancement using Gabor and minutia dictionaries.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Action recognition in RGB-D egocentric videos.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Localized multi-kernel discriminative canonical correlation analysis for video-based person re-identification.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Learning Discriminative Aggregation Network for Video-Based Face Recognition.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Attention-Aware Deep Reinforcement Learning for Video Face Recognition.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Cross-Modal Deep Variational Hashing.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Fingerprint pose estimation based on faster R-CNN.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

Ordinal Deep Feature Learning for Facial Age Estimation.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Consistent-Aware Deep Learning for Person Re-identification in a Camera Network.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Learning Principal Orientations Descriptor for Action Recognition.
Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016
Learning Cascaded Deep Auto-Encoder Networks for Face Alignment.
IEEE Trans. Multim., 2016

Deep Transfer Metric Learning.
IEEE Trans. Image Process., 2016

Robust Texture Image Representation by Scale Selective Local Binary Patterns.
IEEE Trans. Image Process., 2016

Depth Estimation Using a Sliding Camera.
IEEE Trans. Image Process., 2016

Fingerprint indexing with pose constraint.
Pattern Recognit., 2016

Incremental image set querying based localization.
Neurocomputing, 2016

Building change detection with RGB-D map generated from UAV images.
Neurocomputing, 2016

Correlated and Individual Multi-Modal Deep Learning for RGB-D Object Recognition.
CoRR, 2016

Left Atrial Appendage Segmentation Based on Ranking 2-D Segmentation Proposals.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2016

Multi-scale dictionaries based fingerprint orientation field estimation.
Proceedings of the International Conference on Biometrics, 2016

Learning Compact Binary Descriptors with Unsupervised Deep Neural Networks.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Simultaneous Audio Source Localization and Microphone Placement.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

2015
Cost-Sensitive Local Binary Feature Learning for Facial Age Estimation.
IEEE Trans. Image Process., 2015

Detection and Rectification of Distorted Fingerprints.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Learning Compact Binary Face Descriptor for Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Exploiting Unsupervised and Supervised Constraints for Subspace Clustering.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Schedule refinement for homogeneous multi-core processors in the presence of manufacturing-caused heterogeneity.
Frontiers Inf. Technol. Electron. Eng., 2015

Optimal answerer ranking for new questions in community question answering.
Inf. Process. Manag., 2015

Nonlinear Local Metric Learning for Person Re-identification.
CoRR, 2015

Detection and segmentation of latent fingerprints.
Proceedings of the 2015 IEEE International Workshop on Information Forensics and Security, 2015

Image set querying based localization.
Proceedings of the 2015 Visual Communications and Image Processing, 2015

Progressive feature matching via triplet graph.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Building change detection based on 3D reconstruction.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Local Subspace Collaborative Tracking.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Multiple Feature Fusion via Weighted Entropy for Visual Tracking.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Simultaneous Local Binary Feature Learning and Encoding for Face Recognition.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Image matching for repetitive patterns.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Dense and continuous depth estimation using a sliding camera.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Registration of coronary arteries in computed tomography angiography images using Hidden Markov Model.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Multi-manifold deep metric learning for image set classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Deep hashing for compact binary codes learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
OSRI: A Rotationally Invariant Binary Descriptor.
IEEE Trans. Image Process., 2014

Surveillance of a 2D Plane Area with 3D Deployed Cameras.
Sensors, 2014

Localized Dictionaries Based Orientation Field Estimation for Latent Fingerprints.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Neighborhood Repulsed Metric Learning for Kinship Verification.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

An improved multiclass LogitBoost using adaptive-one-vs-one.
Mach. Learn., 2014

A Convergence Rate Analysis for LogitBoost, MART and Their Variant.
Proceedings of the 31th International Conference on Machine Learning, 2014

Enhancing latent fingerprints on banknotes.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

Fingerprint matching based on global minutia cylinder code.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

Kinship verification in the wild: The first kinship verification competition.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

Smooth Representation Clustering.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Multi-Class Constrained Normalized Cut With Hard, Soft, Unary and Pairwise Priors and its Applications to Object Segmentation.
IEEE Trans. Image Process., 2013

Hierarchical Minutiae Matching for Fingerprint and Palmprint Identification.
IEEE Trans. Image Process., 2013

Single image super-resolution based on space structure learning.
Pattern Recognit. Lett., 2013

Orientation Field Estimation for Latent Fingerprint Enhancement.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Saving Evaluation Time for the Decision Function in Boosting: Representation and Reordering Base Learner.
Proceedings of the 30th International Conference on Machine Learning, 2013

Robust feature point matching based on geometric consistency and affine invariant spatial constraint.
Proceedings of the IEEE International Conference on Image Processing, 2013

Cosegmentation and Cosketch by Unsupervised Learning.
Proceedings of the IEEE International Conference on Computer Vision, 2013

2012
Abrupt Motion Tracking Via Intensively Adaptive Markov-Chain Monte Carlo Sampling.
IEEE Trans. Image Process., 2012

Super-Resolution Without Dense Flow.
IEEE Trans. Image Process., 2012

Spatially Adaptive Block-Based Super-Resolution.
IEEE Trans. Image Process., 2012

Cost-Sensitive Semi-Supervised Discriminant Analysis for Face Recognition.
IEEE Trans. Inf. Forensics Secur., 2012

Robust and Efficient Algorithms for Separating Latent Overlapped Fingerprints.
IEEE Trans. Inf. Forensics Secur., 2012

Motifs and Motif Generalization in Chinese Word Networks.
Proceedings of the International Conference on Computational Science, 2012

Multi-task clustering via domain adaptation.
Pattern Recognit., 2012

Robust and Efficient Ridge-Based Palmprint Matching.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Detecting fingerprint distortion from a single image.
Proceedings of the 2012 IEEE International Workshop on Information Forensics and Security, 2012

Multi-way constrained spectral clustering by nonnegative restriction.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Mining sub-categories for object detection.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

AOSO-LogitBoost: Adaptive One-Vs-One LogitBoost for Multi-Class Problem.
Proceedings of the 29th International Conference on Machine Learning, 2012

User recommendation with tensor factorization in social networks.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

A New Approach to Answerer Recommendation in Community Question Answering Services.
Proceedings of the Advances in Information Retrieval, 2012

On the Influence of Fingerprint Area in Partial Fingerprint Recognition.
Proceedings of the Biometric Recognition - 7th Chinese Conference, 2012

2011
Separating Overlapped Fingerprints.
IEEE Trans. Inf. Forensics Secur., 2011

Video Stabilization and Completion Using Two Cameras.
IEEE Trans. Circuits Syst. Video Technol., 2011

Multifeature-Based High-Resolution Palmprint Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

AOSO-LogitBoost: Adaptive One-Vs-One LogitBoost for Multi-Class Problem
CoRR, 2011

Adaptive incremental video super-resolution with temporal consistency.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Palmprint indexing based on ridge features.
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

A Preliminary Study of Handprint Synthesis.
Proceedings of the Biometric Recognition - 6th Chinese Conference, 2011

2010
Closing the Loop in Webpage Understanding.
IEEE Trans. Knowl. Data Eng., 2010

The Chameleon-Like Vision System.
IEEE Signal Process. Mag., 2010

Transfer estimation of evolving class priors in data stream classification.
Pattern Recognit., 2010

Self-calibration of spherical rectification for a PTZ-stereo system.
Image Vis. Comput., 2010

Collaborative Filtering: Weighted Nonnegative Matrix Factorization Incorporating User and Item Graphs.
Proceedings of the SIAM International Conference on Data Mining, 2010

HTF: a novel feature for general crack detection.
Proceedings of the International Conference on Image Processing, 2010

A hierarchical algorithm for multi-feature based fingerprint identification.
Proceedings of the International Conference on Image Processing, 2010

Trajectory matching from unsynchronized videos.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

On separating overlapped fingerprints.
Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010

2009
Multiresolution and Wide-Scope Depth Estimation Using a Dual-PTZ-Camera System.
IEEE Trans. Image Process., 2009

Reconstructing Orientation Field From Fingerprint Minutiae to Improve Minutiae-Matching Accuracy.
IEEE Trans. Image Process., 2009

Crease detection from fingerprint images and its applications in elderly people.
Pattern Recognit., 2009

Clustering aggregation by probability accumulation.
Pattern Recognit., 2009

A Novel Algorithm for Detecting Singular Points from Fingerprint Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Stock Price Forecasting by Combining News Mining and Time Series Analysis.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence, 2009

Local Relevance Weighted Maximum Margin Criterion for Text Classification.
Proceedings of the SIAM International Conference on Data Mining, 2009

Transductive Classification via Dual Regularization.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Automatic and instant ring tone generation based on music structure analysis.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Co-clustering on manifolds.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Local Learning Regularized Nonnegative Matrix Factorization.
Proceedings of the IJCAI 2009, 2009

Histogram matching for music repetition detection.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Two Dimensional Nonnegative Matrix Factorization.
Proceedings of the International Conference on Image Processing, 2009

Multiple Kernel Maximum Margin Criterion.
Proceedings of the International Conference on Image Processing, 2009

Learning the Shared Subspace for Multi-task Clustering and Transductive Transfer Classification.
Proceedings of the ICDM 2009, 2009

Learning a music similarity measure on automatic annotations with application to playlist generation.
Proceedings of the IEEE International Conference on Acoustics, 2009

Two dimensional Maximum Margin Criterion.
Proceedings of the IEEE International Conference on Acoustics, 2009

Regular simplex criterion: A novel feature extraction criterion.
Proceedings of the IEEE International Conference on Acoustics, 2009

Subspace maximum margin clustering.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Multiframe Motion Segmentation via Penalized MAP Estimation and Linear Programming.
Proceedings of the British Machine Vision Conference, 2009

Neighborhood Preserving Nonnegative Matrix Factorization.
Proceedings of the British Machine Vision Conference, 2009

Content Based Digital Music Management and Retrieval.
Proceedings of the Handbook of Multimedia for Digital Entertainment and Arts, 2009

2008
Tracking multiple objects through occlusion with online sampling and position estimation.
Pattern Recognit., 2008

Non-stationary data sequence classification using online class priors estimation.
Pattern Recognit., 2008

Stereo vision using two PTZ cameras.
Comput. Vis. Image Underst., 2008

Using Statistic Model to Capture the Association between Timbre and Perceived Tempo.
Proceedings of the ISMIR 2008, 2008

Spectral aggregation for clustering ensemble.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A similarity measure under Log-Euclidean metric for stereo matching.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Using dtw based unsupervised segmentation to improve the vocal part detection in pop music.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Using chroma histogram to measure the perceptual similarity of music.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

A practical and adaptive framework for super-resolution.
Proceedings of the International Conference on Image Processing, 2008

Belief propagation on Riemannian manifold for stereo matching.
Proceedings of the International Conference on Image Processing, 2008

A novel similarity measure under Riemannian metric for stereo matching.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Moving Vehicle Detection for Automatic Traffic Monitoring.
IEEE Trans. Veh. Technol., 2007

Modeling and Analyzing Switching Cost of Service.
Proceedings of the Workshop on Intelligent Information Technology Application, 2007

Object Extraction by Spatio-Temporal Assembling.
Proceedings of the International Conference on Image Processing, 2007

Singular Points Analysis in Fingerprints Based on Topological Structure and Orientation Field.
Proceedings of the Advances in Biometrics, International Conference, 2007

A Spherical Rectification for Dual-PTZ-Camera System.
Proceedings of the IEEE International Conference on Acoustics, 2007

Attribute Ordering and Inversion Algorithms for Parallel Coordinates.
Proceedings of the 2007 International Conference on Data Mining, 2007

2006
Fingerprint recognition using model-based density map.
IEEE Trans. Image Process., 2006

Fingerprint Recognition by Combining Global Structure and Local Cues.
IEEE Trans. Image Process., 2006

A comparative study of combining multiple enrolled samples for fingerprint verification.
Pattern Recognit., 2006

HClustream: A Novel Approach for Clustering Evolving Heterogeneous Data Stream.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Clustering-training for Data Stream Mining.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2004
A model-based method for the computation of fingerprints' orientation field.
IEEE Trans. Image Process., 2004

Modeling orientation fields of fingerprints with rational complex functions.
Pattern Recognit., 2004

A combination model for orientation field of fingerprints.
Pattern Recognit., 2004

Improving Fingerprint Recognition Based on Crease Detection.
Proceedings of the Biometric Authentication, First International Conference, 2004

Audio segmentation based on multi-scale audio classification.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Scale-orientation histogram for texture image retrieval.
Pattern Recognit., 2003

A study on content-based music classification.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

Model-based orientation field estimation for fingerprint recognition.
Proceedings of the 2003 International Conference on Image Processing, 2003

Robust Crease Detection in Fingerprint Images.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

A Novel Model for Orientation Field of Fingerprints.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
A novel face recognition system using hybrid neural and dual eigenspaces methods.
IEEE Trans. Syst. Man Cybern. Part A, 2002

Orientation analysis for rotated human face detection.
Image Vis. Comput., 2002

Face Recognition by Combining Several Algorithms.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Robust contour extraction for moving vehicle tracking.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Eyeglasses Verification by Support Vector Machine.
Proceedings of the Advances in Multimedia Information Processing, 2001

A novel algorithm of adaptive background estimation.
Proceedings of the 2001 International Conference on Image Processing, 2001

Automated Cartridge Identification for Firearm Authentication.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Decision fusion based cartridge identification using Support Vector Machine.
Proceedings of the IEEE International Conference on Systems, 2000

A Novel Algorithm for Rotated Human Face Detection.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1995
Improved Codebook Edge Detection.
CVGIP Graph. Model. Image Process., 1995


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