Zhen Lei
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Zhen Leicomputer-science Degrees
Computer Science
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Artificial Intelligence
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Computer Science
Zhen Lei's Degrees
- PhD Computer Science University of Science and Technology of China
- Masters Computer Science University of Science and Technology of China
- Bachelors Computer Science University of Science and Technology of China
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(Suggest an Edit or Addition)Zhen Lei's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Learning Face Representation from Scratch (2014) (1604)
- Single-Shot Refinement Neural Network for Object Detection (2017) (1055)
- Face Alignment Across Large Poses: A 3D Solution (2015) (884)
- Deep Metric Learning for Person Re-identification (2014) (828)
- Bridging the Gap Between Anchor-Based and Anchor-Free Detection via Adaptive Training Sample Selection (2019) (717)
- Learning Multi-scale Block Local Binary Patterns for Face Recognition (2007) (646)
- A face antispoofing database with diverse attacks (2012) (606)
- High-fidelity Pose and Expression Normalization for face recognition in the wild (2015) (507)
- S^3FD: Single Shot Scale-Invariant Face Detector (2017) (466)
- Learning Discriminant Face Descriptor (2014) (337)
- The Visual Object Tracking VOT2013 Challenge Results (2013) (333)
- Learn Convolutional Neural Network for Face Anti-Spoofing (2014) (327)
- UA-DETRAC: A new benchmark and protocol for multi-object detection and tracking (2015) (321)
- Aggregate channel features for multi-view face detection (2014) (310)
- Occlusion-aware R-CNN: Detecting Pedestrians in a Crowd (2018) (304)
- Embedding Deep Metric for Person Re-identification: A Study Against Large Variations (2016) (289)
- Convolutional Channel Features (2015) (289)
- Face Alignment in Full Pose Range: A 3D Total Solution (2018) (280)
- The Fastest Deformable Part Model for Object Detection (2014) (273)
- The CASIA NIR-VIS 2.0 Face Database (2013) (268)
- Face liveness detection with component dependent descriptor (2013) (231)
- Towards Pose Robust Face Recognition (2013) (210)
- FaceBoxes: A CPU real-time face detector with high accuracy (2017) (205)
- Face Recognition by Exploring Information Jointly in Space, Scale and Orientation (2011) (203)
- Age Estimation by Multi-scale Convolutional Network (2014) (202)
- Towards Fast, Accurate and Stable 3D Dense Face Alignment (2020) (200)
- Face liveness detection by learning multispectral reflectance distributions (2011) (195)
- Robust Multi-resolution Pedestrian Detection in Traffic Scenes (2013) (186)
- Deep Metric Learning for Practical Person Re-Identification (2014) (177)
- Competition on counter measures to 2-D facial spoofing attacks (2011) (174)
- Face detection by structural models (2014) (173)
- Coupled Spectral Regression for matching heterogeneous faces (2009) (171)
- Multiple Target Tracking Based on Undirected Hierarchical Relation Hypergraph (2014) (170)
- Face Matching Between Near Infrared and Visible Light Images (2007) (161)
- Exclusivity-Consistency Regularized Multi-view Subspace Clustering (2017) (155)
- A benchmark study of large-scale unconstrained face recognition (2014) (140)
- Learn to Combine Multiple Hypotheses for Accurate Face Alignment (2013) (136)
- Heterogeneous Face Recognition from Local Structures of Normalized Appearance (2009) (134)
- Selective Refinement Network for High Performance Face Detection (2018) (127)
- Face liveness detection using 3D structure recovered from a single camera (2013) (127)
- The HFB Face Database for Heterogeneous Face Biometrics research (2009) (124)
- JOTS: Joint Online Tracking and Segmentation (2015) (118)
- Vehicle Re-Identification Using Quadruple Directional Deep Learning Features (2018) (117)
- Shared representation learning for heterogenous face recognition (2014) (117)
- Multi-label CNN based pedestrian attribute learning for soft biometrics (2015) (114)
- Skin Detection -a Short Tutorial (2010) (114)
- CRAFT Objects from Images (2016) (110)
- AdaptiveFace: Adaptive Margin and Sampling for Face Recognition (2019) (109)
- Water Filling: Unsupervised People Counting via Vertical Kinect Sensor (2012) (108)
- The 2nd competition on counter measures to 2D face spoofing attacks (2013) (107)
- Context-Aware Attention Network for Image-Text Retrieval (2020) (103)
- Deep Spatial Gradient and Temporal Depth Learning for Face Anti-Spoofing (2020) (102)
- Coupled Discriminant Analysis for Heterogeneous Face Recognition (2012) (102)
- Robust Deformable and Occluded Object Tracking With Dynamic Graph (2014) (96)
- Face liveness detection by exploring multiple scenic clues (2012) (96)
- Learning Meta Face Recognition in Unseen Domains (2020) (95)
- Object detection by labeling superpixels (2015) (93)
- Multi-label convolutional neural network based pedestrian attribute classification (2017) (93)
- Pedestrian Attribute Classification in Surveillance: Database and Evaluation (2013) (90)
- Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study (2020) (90)
- Multi-view subspace clustering with intactness-aware similarity (2019) (84)
- Person-Specific Face Antispoofing With Subject Domain Adaptation (2015) (82)
- Online Spatio-temporal Structural Context Learning for Visual Tracking (2012) (82)
- Soft-Margin Softmax for Deep Classification (2017) (79)
- Attention-Based Two-Stream Convolutional Networks for Face Spoofing Detection (2020) (79)
- 2D–3D face matching using CCA (2008) (76)
- Unsupervised Graph Association for Person Re-Identification (2019) (76)
- Learning to Fuse 3D+2D Based Face Recognition at Both Feature and Decision Levels (2005) (76)
- Face shape recovery from a single image using CCA mapping between tensor spaces (2008) (75)
- Regularized Discriminative Spectral Regression Method for Heterogeneous Face Matching (2013) (74)
- Learning Meta Model for Zero- and Few-Shot Face Anti-Spoofing (2019) (71)
- Dominant and Complementary Emotion Recognition From Still Images of Faces (2018) (70)
- Efficient Group-n Encoding and Decoding for Facial Age Estimation (2018) (66)
- Deep Hybrid Similarity Learning for Person Re-Identification (2017) (66)
- Large Scale Similarity Learning Using Similar Pairs for Person Verification (2016) (66)
- Face Recognition with Local Gabor Textons (2007) (63)
- Synthetic Fingerprint Generation (2009) (63)
- Online content-aware video condensation (2012) (60)
- Robust Online Learned Spatio-Temporal Context Model for Visual Tracking (2014) (59)
- PedHunter: Occlusion Robust Pedestrian Detector in Crowded Scenes (2019) (59)
- DETRAC: A New Benchmark and Protocol for Multi-Object Tracking (2015) (58)
- Weakly Aligned Cross-Modal Learning for Multispectral Pedestrian Detection (2019) (57)
- Enhanced Local Gradient Order Features and Discriminant Analysis for Face Recognition (2016) (56)
- RefineFace: Refinement Neural Network for High Performance Face Detection (2019) (56)
- Fine-grained evaluation on face detection in the wild (2015) (55)
- Face Image Quality Evaluation for ISO/IEC Standards 19794-5 and 29794-5 (2009) (55)
- Local frequency descriptor for low-resolution face recognition (2011) (55)
- Face Anti-spoofing: Multi-spectral Approach (2014) (55)
- Discriminative 3D morphable model fitting (2015) (54)
- Exploiting temporal and depth information for multi-frame face anti-spoofing (2018) (52)
- Exploiting Hierarchical Dense Structures on Hypergraphs for Multi-Object Tracking (2016) (50)
- Gabor volume based local binary pattern for face representation and recognition (2008) (50)
- Exploring Structural Information and Fusing Multiple Features for Person Re-identification (2013) (49)
- Semantic Alignment: Finding Semantically Consistent Ground-Truth for Facial Landmark Detection (2019) (49)
- Moving Cast Shadow Removal Based on Local Descriptors (2010) (49)
- Multi-pedestrian detection in crowded scenes: A global view (2012) (49)
- Domain Balancing: Face Recognition on Long-Tailed Domains (2020) (46)
- Structured Visual Tracking with Dynamic Graph (2012) (46)
- Partial Face Matching between Near Infrared and Visual Images in MBGC Portal Challenge (2009) (44)
- Heterogeneous face image matching using multi-scale features (2012) (43)
- Multi-Modal Face Anti-Spoofing Based on Central Difference Networks (2020) (43)
- Deep Learning for Face Anti-Spoofing: A Survey (2021) (42)
- Single-Shot Scale-Aware Network for Real-Time Face Detection (2019) (41)
- Learning Stacked Image Descriptor for Face Recognition (2016) (41)
- Domain Adaptive Person Re-Identification via Camera Style Generation and Label Propagation (2019) (39)
- Low-resolution face recognition via Simultaneous Discriminant Analysis (2011) (39)
- Face Recognition Using Ordinal Features (2006) (39)
- Multi-Camera Multi-Target Tracking with Space-Time-View Hyper-graph (2017) (39)
- Constrained Deep Metric Learning for Person Re-identification (2015) (39)
- Dynamic Image-to-Class Warping for Occluded Face Recognition (2014) (39)
- Discriminant image filter learning for face recognition with local binary pattern like representation (2012) (38)
- Moving Object Detection Revisited: Speed and Robustness (2015) (37)
- Large-Scale Bisample Learning on ID Versus Spot Face Recognition (2018) (36)
- Regularized Transfer Boosting for Face Detection Across Spectrum (2012) (36)
- Learning Gabor Magnitude Features for Palmprint Recognition (2007) (35)
- Faceboxes: A CPU real-time and accurate unconstrained face detector (2019) (35)
- Ensemble Soft-Margin Softmax Loss for Image Classification (2018) (34)
- RefineDet++: Single-Shot Refinement Neural Network for Object Detection (2021) (34)
- Real-time high performance deformable model for face detection in the wild (2013) (34)
- Auxiliary Demographic Information Assisted Age Estimation With Cascaded Structure (2018) (34)
- Face Recognition by Discriminant Analysis with Gabor Tensor Representation (2007) (34)
- Face Forgery Detection by 3D Decomposition (2020) (33)
- Human Age Estimation Using Ranking SVM (2012) (33)
- Meta-Teacher For Face Anti-Spoofing (2021) (31)
- Cross Dataset Person Re-identification (2014) (31)
- Detecting Face with Densely Connected Face Proposal Network (2017) (31)
- WIDER Face and Pedestrian Challenge 2018: Methods and Results (2019) (31)
- Fast multi-scale local phase quantization histogram for face recognition (2012) (30)
- Multi-modality Network with Visual and Geometrical Information for Micro Emotion Recognition (2017) (29)
- Metric Embedded Discriminative Vocabulary Learning for High-Level Person Representation (2016) (29)
- Relational Learning for Joint Head and Human Detection (2019) (28)
- An improved coupled spectral regression for heterogeneous face recognition (2012) (27)
- Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection (2021) (27)
- Face Anti-Spoofing via Adversarial Cross-Modality Translation (2021) (27)
- Clustering and Dynamic Sampling Based Unsupervised Domain Adaptation for Person Re-Identification (2019) (27)
- Face Synthesis for Eyeglass-Robust Face Recognition (2018) (26)
- Joint Feature and Similarity Deep Learning for Vehicle Re-identification (2018) (26)
- Face Recognition at a Distance: System Issues (2009) (25)
- Age Estimation Based on a Single Network with Soft Softmax of Aging Modeling (2016) (25)
- High-Performance Video Condensation System (2015) (24)
- A robust eye localization method for low quality face images (2011) (23)
- Cross-Modality Face Recognition via Heterogeneous Joint Bayesian (2017) (23)
- Semi-Siamese Training for Shallow Face Learning (2020) (22)
- Beyond 3DMM Space: Towards Fine-Grained 3D Face Reconstruction (2020) (22)
- A Shortly and Densely Connected Convolutional Neural Network for Vehicle Re-identification (2018) (22)
- Auto-Fas: Searching Lightweight Networks for Face Anti-Spoofing (2020) (21)
- Exclusivity-Consistency Regularized Knowledge Distillation for Face Recognition (2020) (21)
- Color Models and Weighted Covariance Estimation for Person Re-identification (2014) (20)
- Improving Face Anti-Spoofing by 3D Virtual Synthesis (2019) (20)
- A Deep and Structured Metric Learning Method for Robust Person Re-Identification (2019) (20)
- Convolutional Channel Features For Pedestrian, Face and Edge Detection (2015) (19)
- 3D+2D Face Recognition by Fusion at Both Feature and Decision Levels (2005) (18)
- Learning Discriminant Face Descriptor for Face Recognition (2012) (18)
- Structural models for face detection (2013) (16)
- RoLoD: Robust local descriptors for computer vision (2016) (15)
- Prior-knowledge and attention based meta-learning for few-shot learning (2018) (15)
- Body Symmetry and Part-Locality-Guided Direct Nonparametric Deep Feature Enhancement for Person Reidentification (2020) (15)
- Towards incremental and large scale face recognition (2011) (14)
- Local Gradient Order Pattern for Face Representation and Recognition (2014) (14)
- Robust 3D Morphable Model Fitting by Sparse SIFT Flow (2014) (14)
- Object Reidentification via Joint Quadruple Decorrelation Directional Deep Networks in Smart Transportation (2020) (13)
- Searching for Alignment in Face Recognition (2021) (13)
- Feature Correlation Filter for Face Recognition (2007) (12)
- Spatio-temporal LBP Based Moving Object Segmentation in Compressed Domain (2012) (11)
- A New Projection Space for Separation of Specular-Diffuse Reflection Components in Color Images (2012) (11)
- Bayesian Face Recognition Based on Markov Random Field Modeling (2009) (11)
- Cascaded Split-and-Aggregate Learning with Feature Recombination for Pedestrian Attribute Recognition (2021) (11)
- Improve Pedestrian Attribute Classification by Weighted Interactions from Other Attributes (2014) (11)
- LAMP-HQ: A Large-Scale Multi-pose High-Quality Database and Benchmark for NIR-VIS Face Recognition (2019) (11)
- Normalized LDA for semi-supervised learning (2008) (10)
- Efficient feature selection for linear discriminant analysis and its application to face recognition (2012) (10)
- Discriminant analysis with Gabor phase for robust face recognition (2012) (10)
- DFDnet: Discriminant Face Descriptor Network for Facial Age Estimation (2015) (10)
- Recurrent Calibration Network for Irregular Text Recognition (2018) (9)
- Stacked Deformable Part Model with Shape Regression for Object Part Localization (2014) (9)
- Online Visual Tracking Using Temporally Coherent Part Cluster (2015) (9)
- Fast Matching by 2 Lines of Code for Large Scale Face Recognition Systems (2013) (9)
- Out-of-Distribution Detection for Reliable Face Recognition (2020) (9)
- Score Normalization (2009) (9)
- Person-specific face tracking with online recognition (2013) (9)
- NPCFace: A Negative-Positive Cooperation Supervision for Training Large-scale Face Recognition (2020) (9)
- Learning Lightweight Face Detector with Knowledge Distillation (2019) (8)
- PoseFace: Pose-Invariant Features and Pose-Adaptive Loss for Face Recognition (2021) (8)
- Structured Ordinal Features for Appearance-Based Object Representation (2007) (8)
- Fast Adapting Without Forgetting for Face Recognition (2021) (8)
- An end-to-end exemplar association for unsupervised person Re-identification (2020) (8)
- Contextual constraints based linear discriminant analysis (2011) (8)
- Multi-camera Trajectory Mining: Database and Evaluation (2014) (8)
- Shot Noise (2009) (7)
- 3D High-Fidelity Mask Face Presentation Attack Detection Challenge (2021) (7)
- Rethink and Redesign Meta learning (2018) (7)
- FLDet: A CPU Real-time Joint Face and Landmark Detector (2019) (7)
- Trends and Controversies (2018) (6)
- 3DMA: A Multi-modality 3D Mask Face Anti-spoofing Database (2019) (6)
- NPCFace: Negative-Positive Collaborative Training for Large-scale Face Recognition (2020) (6)
- Pose-Weighted Gan for Photorealistic Face Frontalization (2019) (6)
- Speaker Authentication (2009) (6)
- Large-scale Bisample Learning on ID vs. Spot Face Recognition (2018) (6)
- Learning Discriminative Features with Class Encoder (2016) (6)
- A Discriminant Analysis Method for Face Recognition in Heteroscedastic Distributions (2009) (6)
- Online Multiple Instance Joint Model for Visual Tracking (2012) (6)
- Feature space locality constraint for kernel based nonlinear discriminant analysis (2012) (5)
- Surface Curvature (2009) (5)
- Decomposed Meta Batch Normalization for Fast Domain Adaptation in Face Recognition (2021) (5)
- Specular Reflection (2009) (5)
- VLAD-VSA: Cross-Domain Face Presentation Attack Detection with Vocabulary Separation and Adaptation (2021) (5)
- LAMP-HQ: A Large-Scale Multi-Pose High-Quality Database for NIR-VIS Face Recognition (2019) (5)
- A convolutional neural network combined with aggregate channel feature for face detection (2015) (5)
- Age Estimation Based on Multi-Region Convolutional Neural Network (2016) (5)
- In Defense of Color Names for Small-Scale Person Re-Identification (2019) (5)
- Service Provider (2009) (5)
- Attentive Hybrid Feature with Two-Step Fusion for Facial Expression Recognition (2021) (4)
- Nonnegative Matrix Factorization with Gibbs Random Field modeling (2009) (4)
- Adaptive object classification in surveillance system by exploiting scene context (2009) (4)
- Single Shot Attention-Based Face Detector (2018) (4)
- Discriminant analysis with Gabor phase feature for robust face recognition (2013) (4)
- Neighborhood-Aware Attention Network for Semi-supervised Face Recognition (2020) (4)
- Face Recognition Models: Computational Approaches (2015) (4)
- Structural and Functional Anatomy (2009) (4)
- Regularized active shape model for shape alignment (2008) (3)
- Consistency Regularization for Deep Face Anti-Spoofing (2021) (3)
- Multi-initialization Optimization Network for Accurate 3D Human Pose and Shape Estimation (2021) (3)
- HP-Capsule: Unsupervised Face Part Discovery by Hierarchical Parsing Capsule Network (2022) (3)
- Cross-Batch Hard Example Mining With Pseudo Large Batch for ID vs. Spot Face Recognition (2022) (3)
- Weakly Aligned Feature Fusion for Multimodal Object Detection (2021) (3)
- Coarse-to-Fine Statistical Shape Model by Bayesian Inference (2007) (3)
- Dependence-Aware Feature Coding for Person Re-Identification (2018) (3)
- Co-Referenced Subspace Clustering (2018) (3)
- Speaker Change Detection (2009) (3)
- Pixel and Feature Transfer Fusion for Unsupervised Cross-Dataset Person Reidentification. (2021) (3)
- Learning Efficient Image Representation for Person Re-Identification (2017) (2)
- Stepwise Correlation metric based Discriminant Analysis and multi-probe images fusion for face recognition (2009) (2)
- Semi-automatic Data Annotation Tool for Person Re-identification Across Multi Cameras (2018) (2)
- RVFace: Reliable Vector Guided Softmax Loss for Face Recognition (2022) (2)
- SADet: Learning An Efficient and Accurate Pedestrian Detector (2020) (2)
- Multimodal Biometrics Based on Near‐Infrared Face Recognition (2009) (2)
- MVP-Human Dataset for 3D Human Avatar Reconstruction from Unconstrained Frames (2022) (2)
- Learning Discriminative Hidden Structural Parts for Visual Tracking (2014) (2)
- De-Mark GAN: Removing Dense Watermark with Generative Adversarial Network (2018) (2)
- Efficient Face Alignment with Fast Normalization and Contour Fitting Loss (2019) (2)
- Beyond 3DMM: Learning to Capture High-fidelity 3D Face Shape (2022) (2)
- Single-Image 3D Face Reconstruction under Perspective Projection (2022) (1)
- Synthetic Fingerprints (2018) (1)
- Shape and Texture Based Deformable Models for Facial Image Analysis (2007) (1)
- Countermeasures to face photo spoofing attacks by exploiting structure and texture information from rotated face sequences (2017) (1)
- Surveillance Face Anti-spoofing (2023) (1)
- Adaptive Structural Model for Video Based Pedestrian Detection (2014) (1)
- Face Presentation Attack Detection (2022) (1)
- Representation based and Attention augmented Meta learning (2018) (1)
- Skin Texture (2009) (1)
- Camera-aware representation learning for person re-identification (2022) (1)
- Subspace learning with frequency regularizer: Its application to face recognition (2015) (1)
- Is Re-ranking Useful for Open-set Person Re-identification? (2018) (1)
- Face Recognition System Based on the Second Generation Identity Card (2014) (1)
- Consistent Sub-Decision Network for Low-Quality Masked Face Recognition (2022) (1)
- Convolutional Channel Features: Tailoring CNN to Diverse Tasks (2015) (1)
- 3D Context-Aware PIFu for Clothed Human Reconstruction (2021) (0)
- Semi-Siamese Training for Shallow Face Learning Supplementary Material (2020) (0)
- Age Group Estimation by Combining Texture and Fractal Analysis (2016) (0)
- Detecting individual in crowd with moving feature's structure consistency (2011) (0)
- Similarity Scores Based Re-classification for Open-Set Person Re-identification (2019) (0)
- Security Threat Assessment (2009) (0)
- Table of Contents (2008) (0)
- Exemplar Guided Cross-Spectral Face Hallucination via Mutual Information Disentanglement (2021) (0)
- Single-Shot Scale-Aware Network for Real-Time Face Detection (2019) (0)
- Self-similarity Driven Scale-invariant Learning for Weakly Supervised Person Search (2023) (0)
- BTAS'10 Organizing committee (2010) (0)
- Feature Enhancement for Joint Human and Head Detection (2019) (0)
- Large-Scale Bisample Learning on ID Versus Spot Face Recognition (2019) (0)
- Simplifying Passenger Travel Program (2009) (0)
- Horizontal Flipping Assisted Disentangled Feature Learning for Semi-supervised Person Re-identification (2020) (0)
- Structured Tracking with Dynamic Graph (2012) (0)
- CAViT: Contextual Alignment Vision Transformer for Video Object Re-identification (2022) (0)
- Dense Facial Landmark Localization: database and annotation tool (2019) (0)
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