World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
46
Citations
10255
World Ranking
6769
National Ranking
906

Overview

Hu Han is affiliated with the Chinese Academy of Sciences in China and works primarily in the field of computer science, with a focus on subfields such as computer vision and pattern recognition, artificial intelligence, biomedical engineering, radiology, nuclear medicine and imaging, and computer networks and communications.

Their research topics cover a range of areas including multimodal machine learning applications, domain adaptation and few-shot learning, face recognition and analysis, generative adversarial networks and image synthesis, advanced neural network applications, COVID-19 diagnosis using AI, and advanced image and video retrieval techniques.

Some of Hu Han's recent papers include the following:

  • Reducing the uncertainty in estimating soil microbial-derived carbon storage, 2024, Proceedings of the National Academy of Sciences
  • Deep learning to segment pelvic bones: large-scale CT datasets and baseline models, 2021, International Journal of Computer Assisted Radiology and Surgery
  • Aligning Pretraining for Detection via Object-Level Contrastive Learning, 2021, arXiv (Cornell University)
  • Unsupervised Adversarial Domain Adaptation for Cross-Domain Face Presentation Attack Detection, 2020, IEEE Transactions on Information Forensics and Security
  • High-Resolution Chest X-Ray Bone Suppression Using Unpaired CT Structural Priors, 2020, IEEE Transactions on Medical Imaging

Hu Han has frequently published in venues such as:

  • arXiv (Cornell University)
  • IEEE Transactions on Information Forensics and Security
  • IEEE Transactions on Medical Imaging
  • Physical review. A/Physical review, A
  • IEEE Transactions on Mobile Computing

Frequent co-authors collaborating with Hu Han include:

  • Shiguang Shan
  • S. Kevin Zhou
  • Xilin Chen
  • Fangyun Wei
  • Zheng Zhang

Best Publications

  • Face Spoof Detection With Image Distortion Analysis

    Di Wen;Hu Han;Anil K. Jain

  • Secure Face Unlock: Spoof Detection on Smartphones

    Keyurkumar Patel;Hu Han;Anil K. Jain

  • Automated Systolic Array Architecture Synthesis for High Throughput CNN Inference on FPGAs

    Xuechao Wei;Cody Hao Yu;Peng Zhang;Youxiang Chen

  • Demographic Estimation from Face Images: Human vs. Machine Performance

    Hu Han;Charles Otto;Xiaoming Liu;Anil K. Jain

  • RhythmNet: End-to-End Heart Rate Estimation From Face via Spatial-Temporal Representation

    Xuesong Niu;Shiguang Shan;Hu Han;Xilin Chen

  • SeqTrack: Sequence to Sequence Learning for Visual Object Tracking

    Unknown

  • Age estimation from face images: Human vs. machine performance

    Hu Han;Charles Otto;Anil K. Jain

  • Smooth Representation Clustering

    Han Hu;Zhouchen Lin;Jianjiang Feng;Jie Zhou

  • Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach

    Hu Han;Anil K. Jain;Fang Wang;Shiguang Shan

  • Unconstrained Face Recognition: Identifying a Person of Interest From a Media Collection

    Lacey Best-Rowden;Hu Han;Charles Otto;Brendan F. Klare

  • Matching Composite Sketches to Face Photos: A Component-Based Approach

    Hu Han;B. F. Klare;K. Bonnen;A. K. Jain

  • A comparative study on illumination preprocessing in face recognition

    Hu Han;Shiguang Shan;Xilin Chen;Wen Gao

  • Mean-Variance Loss for Deep Age Estimation from a Face

    Hongyu Pan;Hu Han;Shiguang Shan;Xilin Chen

  • WordSup: Exploiting Word Annotations for Character Based Text Detection

    Han Hu;Chengquan Zhang;Yuxuan Luo;Yuzhuo Wang

  • Cross-Domain Face Presentation Attack Detection via Multi-Domain Disentangled Representation Learning

    Guoqing Wang;Hu Han;Shiguang Shan;Xilin Chen

  • Video-based Remote Physiological Measurement via Cross-verified Feature Disentangling

    Xuesong Niu;Zitong Yu;Hu Han;Xiaobai Li

  • Cross-Database Face Antispoofing with Robust Feature Representation

    Keyurkumar Patel;Hu Han;Anil K. Jain

  • VIPL-HR: A Multi-modal Database for Pulse Estimation from Less-Constrained Face Video

    Xuesong Niu;Hu Han;Shiguang Shan;Xilin Chen

  • SynRhythm: Learning a Deep Heart Rate Estimator from General to Specific

    Xuesong Niu;Hu Han;Shiguang Shan;Xilin Chen

  • Dual-GAN: Joint BVP and Noise Modeling for Remote Physiological Measurement

    Hao Lu;Hu Han;S. Kevin Zhou

  • AgeNet: Deeply Learned Regressor and Classifier for Robust Apparent Age Estimation

    Xin Liu;Shaoxin Li;Meina Kan;Jie Zhang

  • Local Relationship Learning With Person-Specific Shape Regularization for Facial Action Unit Detection

    Xuesong Niu;Hu Han;Songfan Yang;Yan Huang

  • Continuous authentication of mobile user: Fusion of face image and inertial Measurement Unit data

    David Crouse;Hu Han;Deepak Chandra;Brandon Barbello

  • Live face video vs. spoof face video: Use of moiré patterns to detect replay video attacks

    Keyurkumar Patel;Hu Han;Anil. K. Jain;Greg Ott

Frequent Co-Authors

Shiguang Shan
Shiguang Shan Chinese Academy of Sciences
Xilin Chen
Xilin Chen University of Chinese Academy of Sciences
Anil K. Jain
Anil K. Jain Michigan State University
S. Kevin Zhou
S. Kevin Zhou University of Science and Technology of China
Wen Gao
Wen Gao Peking University
Guoying Zhao
Guoying Zhao University of Oulu
Shihong Lao
Shihong Lao SenseTime
Seong-Whan Lee
Seong-Whan Lee Korea University
François Brémond
François Brémond French Institute for Research in Computer Science and Automation - INRIA

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