World's Best Scientists 2026 revealed!

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Computer Science

D-Index
44
Citations
9267
World Ranking
7510
National Ranking
70

Electronics and Electrical Engineering

D-Index
43
Citations
9011
World Ranking
3851
National Ranking
61

Research.com Recognitions

  • 2003 - IEEE Fellow For contributions to the development of technology and standards for digital image and video coding.

Overview

Homer H. Chen is affiliated with National Taiwan University in Taiwan and has contributed extensively to research in the fields of Computer Science and Engineering. Their work mainly focuses on subfields including Computer Vision and Pattern Recognition, Biomedical Engineering, Media Technology, Biophysics, and Epidemiology.

Their research covers a range of topics, primarily concentrating on Optical Coherence Tomography Applications, Advanced Optical Imaging Technologies, Face Recognition and Analysis, Cell Image Analysis Techniques, Advanced Vision and Imaging, Face and Expression Recognition, and Retinal Imaging and Analysis.

Recent publications by Homer H. Chen include the following papers:

  • "Deep face recognition for dim images" (2022) published in Pattern Recognition
  • "Identification of Sex and Age from Macular Optical Coherence Tomography and Feature Analysis Using Deep Learning" (2021) published in American Journal of Ophthalmology
  • "Detecting mouse squamous cell carcinoma from submicron full-field optical coherence tomography images by deep learning" (2020) published in Journal of Biophotonics
  • "Dermal epidermal junction detection for full-field optical coherence tomography data of human skin by deep learning" (2020) published in Computerized Medical Imaging and Graphics
  • "Light Field Synthesis by Training Deep Network in the Refocused Image Domain" (2020) published in IEEE Transactions on Image Processing

Homer H. Chen has collaborated frequently with several researchers, including:

  • Sheng-Lung Huang
  • Chi-Jui Ho
  • Chin-Cheng Chan
  • Jeng-Wei Tjiu
  • Kuang-Tsu Shih

Their work has been published in various scientific journals, with frequent publication venues listed as:

  • IEEE Transactions on Image Processing
  • Pattern Recognition
  • Journal of Biophotonics
  • Computerized Medical Imaging and Graphics
  • Sensors and Materials

Among the recognitions received, Homer H. Chen was named an IEEE Fellow in 2003 for contributions to the development of technology and standards for digital image and video coding.

Best Publications

  • A Regression Approach to Music Emotion Recognition

    Yi-Hsuan Yang;Yu-Ching Lin;Ya-Fan Su;H.H. Chen

  • Machine Recognition of Music Emotion: A Review

    Yi-Hsuan Yang;Homer H. Chen

  • Programmable aperture photography: multiplexed light field acquisition

    Chia-Kai Liang;Tai-Hsu Lin;Bing-Yi Wong;Chi Liu

  • Analysis and Compensation of Rolling Shutter Effect

    Chia-Kai Liang;Li-Wen Chang;H.H. Chen

  • Pose determination from line-to-plane correspondences: existence condition and closed-form solutions

    H.H. Chen

  • Music emotion classification: a fuzzy approach

    Yi-Hsuan Yang;Chia-Chu Liu;Homer H. Chen

  • A screw motion approach to uniqueness analysis of head-eye geometry

    H.H. Chen

  • Error-resilient coding in JPEG-2000 and MPEG-4

    I. Moccagatta;S. Soudagar;J. Liang;H. Chen

  • A survey of construction and manipulation of octrees

    Homer H. Chen;Thomas S. Huang

  • Music Emotion Recognition

    Yi-Hsuan Yang;Homer H. Chen

  • Ranking-Based Emotion Recognition for Music Organization and Retrieval

    Yi-Hsuan Yang;Homer H Chen

  • A novel automatic white balance method for digital still cameras

    Ching-Chih Weng;H. Chen;Chiou-Shann Fuh

  • SSIM-Based Perceptual Rate Control for Video Coding

    Tao-Sheng Ou;Yi-Hsin Huang;Homer H Chen

  • Perceptual Rate-Distortion Optimization Using Structural Similarity Index as Quality Metric

    Yi-Hsin Huang;Tao-Sheng Ou;Po-Yen Su;H H Chen

  • Data compression for animated three dimensional objects

    Homer H. Chen;Thomas S. Huang;Tsae-Pyng Janice Shen;Hai Tao

  • Hardware-Efficient Belief Propagation

    Chia-Kai Liang;Chao-Chung Cheng;Yen-Chieh Lai;Liang-Gee Chen

  • A block transform coder for arbitrarily shaped image segments

    H.H. Chen;M. Reha Civanlar;B.G. Haskell

  • Image Enhancement for Backlight-Scaled TFT-LCD Displays

    Pei-Shan Tsai;Chia-Kai Liang;Tai-Hsiang Huang;H.H. Chen

  • Fast Decision of Block Size, Prediction Mode, and Intra Block for H.264 Intra Prediction

    Yi-Hsin Huang;Tao-Sheng Ou;H H Chen

  • Robust focus measure for low-contrast images

    Chun-Hung Shen;H.H. Chen

  • IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY Editor-in-Chief

    Chang Wen Chen;Hamid Gharavi;Thomas Sikora;Ishfaq Ahmad

Frequent Co-Authors

Yi-Hsuan Yang
Yi-Hsuan Yang National Taiwan University
Thomas S. Huang
Thomas S. Huang University of Illinois at Urbana-Champaign
Polly Huang
Polly Huang National Taiwan University
Liang-Gee Chen
Liang-Gee Chen National Taiwan University
Tsuhan Chen
Tsuhan Chen Cornell University
Thomas Sikora
Thomas Sikora Technical University of Berlin
Yao Wang
Yao Wang New York University
Hans Peter Graf
Hans Peter Graf NEC (United States)
Narendra Ahuja
Narendra Ahuja University of Illinois at Urbana-Champaign
Sy-Yen Kuo
Sy-Yen Kuo National Taiwan University

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