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IEEE Transactions on Biometrics, Behavior, and Identity Science, Volume 7
Volume 7, Number 1, January 2025
- Naser Damer, Weihong Deng, Jianjiang Feng, Vishal M. Patel, Ajita Rattani, Mark S. Nixon

:
IEEE T-BIOM Editorial Board Changes. 1-2 - Nicholas Cariello

, Robert Eslinger
, Rosemary Gallagher, Isaac Kurtzer
, Paolo Gasti
, Kiran S. Balagani
:
Posture and Body Movement Effects on Behavioral Biometrics for Continuous Smartphone Authentication. 3-15 - Dhimas Arief Dharmawan

, Anto Satriyo Nugroho
:
Toward Deep Face Spoofing: Taxonomy, Recent Advances, and Open Challenges. 16-32 - Rijun Liao

, Zhu Li
, Shuvra S. Bhattacharyya
, George York:
DensePoseGait: Dense Human Pose Part-Guided for Gait Recognition. 33-46 - Xiang Li

, Yasushi Makihara
, Chi Xu
, Yasushi Yagi
:
GaitAGE: Gait Age and Gender Estimation Based on an Age- and Gender-Specific 3D Human Model. 47-60 - Tiago Roxo

, Joana Cabral Costa
, Pedro R. M. Inácio
, Hugo Proença
:
WASD: A Wilder Active Speaker Detection Dataset. 61-70 - Jiaqing He

, Yihan Zhu
, Bing Hua, Zhihuo Xu
, Yongwei Zhang
, Liu Chu
, Quan Shi
, Robin Braun
, Jiajia Shi
:
Non-Motorized Lane Target Behavior Classification Based on Millimeter Wave Radar With P-Mrca Convolutional Neural Network. 71-81 - Yan Sun

, Xueling Feng
, Xiaolei Liu, Liyan Ma
, Long Hu, Mark S. Nixon
:
TriGait: Hybrid Fusion Strategy for Multimodal Alignment and Integration in Gait Recognition. 82-94 - Wei Nie

, Zhiyong Wang
, Xinming Wang
, Bowen Chen
, Hanlin Zhang
, Honghai Liu
:
Diving Into Sample Selection for Facial Expression Recognition With Noisy Annotations. 95-107 - Nélida Mirabet-Herranz

, Chiara Galdi
, Jean-Luc Dugelay
:
Facial Biometrics in the Social Media Era: An In-Depth Analysis of the Challenge Posed by Beautification Filters. 108-117 - Anna Leschanowsky

, Casandra Rusti
, Carolyn Quinlan
, Michaela Pnacek
, Lauriane Gorce
, Wiebke Hutiri
:
A Data Perspective on Ethical Challenges in Voice Biometrics Research. 118-131 - Kartik Thakral

, Harsh Agarwal
, Kartik Narayan
, Surbhi Mittal
, Mayank Vatsa
, Richa Singh
:
DeePhyNet: Toward Detecting Phylogeny in Deepfakes. 132-145 - Cuicui Kang

:
Are Synthetic Datasets Reliable for Benchmarking Generalizable Person Re-Identification? 146-155
Volume 7, Number 2, April 2025
- Gabriel Bertocco

, Fernanda A. Andaló
, Terrance E. Boult
, Anderson Rocha
:
Large-Scale Fully-Unsupervised Re-Identification. 156-169 - Tao Wang

, Yushu Zhang
, Zixuan Yang
, Xiangli Xiao
, Hua Zhang
, Zhongyun Hua
:
Seeing is Not Believing: An Identity Hider for Human Vision Privacy Protection. 170-181 - Lianghai Jin

, Liyuan Guo
:
Facial Expression Recognition Based on Feature Representation Learning and Clustering-Based Attention Mechanism. 182-194 - Md Mahedi Hasan

, Shoaib Meraj Sami
, Nasser M. Nasrabadi
, Jeremy M. Dawson
:
Learning Multi-Scale Knowledge-Guided Features for Text-Guided Face Recognition. 195-209 - Zhen Chen

, Keqin Shi
, Weiqiang Sun
:
Step Count Print: A Physical Activity-Based Biometric Identifier for User Identification and Authentication. 210-224 - Tianbang Ma, Yuwen Huang

, Ran Yi, Gongping Yang
, Yilong Yin
:
Out-of-Distribution Representation and Graph Neural Network Fusion Learning for ECG Biometrics. 225-233 - Yuewei Fu

, Buyun Liang
, Zhongyuan Wang
, Baojin Huang
, Tao Lu
, Chao Liang
, Jing Liao
:
OASG-Net: Occlusion Aware and Structure-Guided Network for Face De-Occlusion. 234-245 - Arka Roy

, Udit Satija
:
A Novel Deep Metric Learning-Based State-Stable and Noise-Aware Biometric Authentication Framework Using Seismocardiogram Signals. 246-255 - Chunlei Li

, Renwei Ba
, Xueping Wang
, Miao Yu
, Xiao Li
, Di Huang
:
Structure Representation With Adaptive and Compact Facial Graph for Micro-Expression Recognition. 256-269 - Chuanfu Shen, Shiqi Yu

, Jilong Wang
, George Q. Huang
, Liang Wang
:
A Comprehensive Survey on Deep Gait Recognition: Algorithms, Datasets, and Challenges. 270-292
Volume 7, Number 3, July 2025
- Wasiq Khan

, Luke K. Topham
, Umar Khayam, Sandra Ortega-Martorell
, Heather Panter, Darren Ansell
, Dhiya Al-Jumeily
, Abir Jaafar Hussain
:
Person De-Identification: A Comprehensive Review of Methods, Datasets, Applications, and Ethical Aspects Along With New Dimensions. 293-312 - M. G. Sarwar Murshed

, Keivan Bahmani
, Stephanie Schuckers
, Faraz Hussain
:
Deep Age-Invariant Fingerprint Segmentation System. 313-330 - Siyuan Huang

, Ram Prabhakar Kathirvel
, Yuxiang Guo
, Chun Pong Lau
, Rama Chellappa
:
Whole-Body Detection, Identification and Recognition at Altitude and Range. 331-343 - Guruprasad Parasnis

, Rajas Bhope
, Anmol Chokshi, Vansh Jain
, Archishman Biswas
, Deekshant Kumar
, Saket Pateriya
, Vijay Anand
, Vivek Kanhangad
, Vikram M. Gadre
:
VerifNet - A Novel Score Fusion-Based Method Leveraging Wavelets With Deep Learning and Minutiae Matching for Contactless Fingerprint Recognition. 344-353 - Chris Henry

, M. Salman Asif
, Zhu Li
:
Privacy-Preserving Face Recognition and Verification With Lensless Camera. 354-367 - Mohammed Ali, Chunyan Wang

, M. Omair Ahmad
:
A Deep CNN-Based Feature Extraction and Matching of Pores for Fingerprint Recognition. 368-383 - Malsha V. Perera

, Vishal M. Patel
:
Unbiased-Diff: Analyzing and Mitigating Biases in Diffusion Model-Based Face Image Generation. 384-395 - Mao-Hsiu Hsu

, Yung-Ching Hsu
, Ching-Te Chiu
:
Inpainting Diffusion Synthetic and Data Augment With Feature Keypoints for Tiny Partial Fingerprints. 396-409 - Tiago Roxo

, Joana Cabral Costa
, Pedro R. M. Inácio
, Hugo Proença
:
BIAS: A Body-Based Interpretable Active Speaker Approach. 410-421 - Boyuan Liu

, Xin Zhang, Hefei Ling
, Zongyi Li
, Runsheng Wang
, Hanyuan Zhang
, Ping Li
:
AIM-Bone: Texture Discrepancy Generation and Localization for Generalized Deepfake Detection. 422-431 - Hanxian Duan, Qian Jiang

, Xiaoyuan Xu, Yu Wang, Huasong Yi, Shaowen Yao
, Xin Jin
:
Adversarial Samples Generated by Self-Forgery for Face Forgery Detection. 432-443 - Chunlei Li

, Can Cheng, Miao Yu
, Zhoufeng Liu, Di Huang
:
Joint Coarse to Fine-Grained Spatio-Temporal Modeling for Video Action Recognition. 444-457 - He Li

, Mang Ye
, Kehua Su
, Bo Du
:
WePerson: Generalizable Re-Identification From Synthetic Data With Single Query Adaptation. 458-470 - Wang Yao

, Muhammad Ali Farooq
, Joseph Lemley
, Peter Corcoran
:
Synthetic Face Ageing: Evaluation, Analysis and Facilitation of Age-Robust Facial Recognition Algorithms. 471-483 - Aman Bhatta

, Domingo Mery
, Haiyu Wu
, Joyce Annan
, Michael C. King
, Kevin W. Bowyer
:
What's Color Got to Do With It? Face Recognition in Grayscale. 484-497 - Sudipta Banerjee

, Arun Ross
:
Detecting Near-Duplicate Face Images. 498-511 - Abdarahmane Wone

, Joël Di Manno, Christophe Charrier
, Christophe Rosenberger
:
Fingerprint Spoof Generation Using Style Transfer. 512-523
Volume 7, Number 4, October 2025
- Mark Nixon:

IEEE T-BIOM Editorial Board Changes. 524-526 - Xuqian Ren

, Shaopeng Yang
, Saihui Hou
, Chunshui Cao
, Xu Liu
, Yongzhen Huang
:
Unsupervised Gait Recognition With Selective Fusion. 527-540 - Kumari Priya

, Chandranath Adak
, Shivam Anand
, Soumi Chattopadhyay
:
Offline Signature Verification: Exploring Intra-Variability Across Time Intervals. 541-549 - Malsha V. Perera

, Vishal M. Patel
:
Mitigating Replication and Bias in Diffusion-Based Face Image Synthesis Models With Rewards. 550-562 - Feng Liu

, Hanyang Wang
, Siyuan Shen
:
Robust Dynamic Facial Expression Recognition. 563-572 - Ramin Akbari

, Luke Sperling, Nalini K. Ratha
, Arun Ross, Vishnu Naresh Boddeti
:
Homomorphically Encrypted Biometric Template Fusion and Matching. 573-587 - Shijuan Huang

, Zongyi Li
, Hefei Ling
, Xu Li
, Linnan Tu
:
FRNS: A Dual-Strategy Framework for Fine-Grained Feature Refinement and Text Noise Suppression in Text-Based Person Retrieval. 588-596 - Can Yang

, Yingying Zhu
, Ngai Cheong
:
Behavioral Fingerprints for User Identification via Unsupervised Matching, Supervised Learning of Data Augmentation, and Their Fusion. 597-609 - Fatemah Alhamdoosh

, Pietro Pala
, Stefano Berretti
:
Pain Level Estimation From Videos by Analyzing the Dynamics of Facial Landmarks With a Spatio-Temporal Graph Neural Network. 610-619 - Niraj Kumar

, Sanjay Kumar Singh
:
Multi-Directional Shifted Patch Encoding With Transformers for Non-Invasive Cattle Identification. 620-631 - Shanaka Ramesh Gunasekara

, Wanqing Li
, Philip O. Ogunbona
, Jie Yang
:
Spatio-Temporal Joint Density Driven Learning for Skeleton-Based Action Recognition. 632-642 - Xu Li

, Hefei Ling
, Yuxuan Shi
, Zongyi Li
, Ping Li
:
AAPAR: CLIP-Based Adaptation and Alignment for Pedestrian Attribute Recognition. 643-653 - Marco Micheletto

, Giulia Orrù
, Luca Ghiani
, Gian Luca Marcialis
:
Improving Fingerprint Presentation Attack Detection by an Approach Integrated Into the Personal Verification Stage. 654-667 - Javad Khodadoust

, Raúl Monroy
, Emanuela Marasco
:
A Unified Framework for Segmentation, Scaling, and Indexing of Contactless Fingerprints. 668-680 - Yang Liu

, Kevin H. M. Cheng, Marko Savic
, Haoyu Chen
, Zitong Yu
, Guoying Zhao
:
3-D Face De-Identification With Preserving Multi-Facial Attributes: A Benchmark. 681-694 - Ankith Jain Rakesh Kumar

, Bir Bhanu
:
Micro-Expression Classification With Weighted Locally Constrained Graph Network. 695-709 - Amina Bassit

, Florian Hahn
, Raymond N. J. Veldhuis
, Andreas Peter
:
Practical Biometric Search Under Encryption: Meeting the NIST Runtime Requirement Without Loss of Accuracy. 710-727 - Rui Sun

, Xiaolu Yu
, Fei Wang, Zikai Da
, Yifan Zhang, Jun Gao:
Frequency-Assisted Temporal Upsampling Artifacts Representation Learning for Face Forgery Detection. 728-739 - Zhentao Chen, Huimin Li

, Junlin Hu
:
Multi-Scale High-Frequency Vision Transformer for Face Forgery Detection. 740-750 - Qianrong Zheng

, Jianwen Xiang
, Zhi Yao, Jing Tian, Huanhuan Li, Dongdong Zhao
:
IrisSPT: Cancelable Iris Template for Secure Authentication Based on Self-Parameterized Transform. 751-769 - Yuxuan Xiao

, Jian Yang
, Shanshan Zhang
:
Domain Invariant Noise-Tolerant Learning for Unsupervised Cross-Domain Person Re-ID. 770-779 - Mohamed Youssef Memmi

, Rim Slama
, Stefano Berretti
:
Optimizing Hand Gesture Recognition With an Accurate Graph Model and Mixture of Experts for Joint Relationships and Temporal Dynamics. 780-793 - Xizhan Gao

, Xingrui Liu, Wei Hu, Sijie Niu
, Zihao Dong, Fa Zhu
, Danilo Pelusi
:
Multi-Level Feature Perception Network for Set-Based Video Face Identification. 794-807 - Rasel Ahmed Bhuiyan

, Parisa Farmanifard, Renu Sharma
, Andrey Kuehlkamp
, Aidan Boyd
, Patrick J. Flynn
, Kevin W. Bowyer
, Arun Ross
, Dennis Chute
, Adam Czajka
:
Beyond Mortality: Advancements in Post-Mortem Iris Recognition Through Data Collection and Computer-Aided Forensic Examination. 808-823 - Niraj Kumar

, Sanjay Kumar Singh
:
CattleDiT: A Distillation-Driven Transformer for Cattle Identification. 824-836 - Enyan Li, Lu Yang, Kuikui Wang

, Yongxin Wang
, Yilong Yin
:
Vein Pattern-Based Partial Finger Vein Alignment and Recognition. 837-847 - Azim Ibragimov

, Maurício Pamplona Segundo
:
Fingerprint Pore Detection: A Survey. 848-861 - Phyo Thet Yee

, Sudeepta Mishra
, Abhinav Dhall
:
ClipSwap++: Improved Identity and Attributes Aware Face Swapping. 862-875 - Joaquim Comas

, Adria Ruiz
, Federico Sukno
:
PulseFormer: Continuous Remote Heart Rate Measurement Through Zoomed Time-Spectral Attention. 876-889 - Anton Pelykh

, Ozge Mercanoglu Sincan
, Richard Bowden
:
Handling the Details: A Two-Stage Diffusion Approach to Improving Hands in Human Image Generation. 890-901 - Askat Kuzdeuov

, Miras Zakaryanov, Alim Tleuliyev
, Huseyin Atakan Varol
:
OpenThermalPose2: Extending the Open-Source Annotated Thermal Human Pose Dataset With More Data, Subjects, and Poses. 902-913 - Guanyu Hu

, Dimitrios Kollias
, Eleni Papadopoulou, Paraskevi K. Tzouveli, Jie Wei
, Xinyu Yang
:
Rethinking Affect Analysis: A Protocol for Ensuring Fairness and Consistency. 914-923 - Raghavendra Ramachandra

, Narayan Vetrekar
, Sushrut Patwardhan, Sushma Venkatesh, Gauresh Naik, Rajendra S. Gad:
PCGattnNet: A 3-D Point Cloud Dynamic Graph Attention for Generalizable Face Presentation Attack Detection. 924-939 - Yuxiang Guo

, Siyuan Huang
, Ram Prabhakar Kathirvel
, Chun Pong Lau
, Rama Chellappa
, Cheng Peng:
Distillation-Guided Representation Learning for Unconstrained Video Human Authentication. 940-952

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