World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
37
Citations
6368
World Ranking
10685
National Ranking
94

Overview

Shih-Chia Huang is affiliated with the National Taipei University of Technology in Taiwan and specializes in computer science, with a primary focus on computer vision and pattern recognition. Their research encompasses various subfields including artificial intelligence, signal processing, industrial and manufacturing engineering, and computational mechanics.

Their scholarly contributions cover a range of topics such as advanced neural network applications, machine learning and data classification, anomaly detection techniques and applications, generative adversarial networks and image synthesis, image enhancement techniques, human pose and action recognition, and image processing and 3D reconstruction.

Huang's recent papers include:

  • Self-Adaptive Feature Transformation Networks for Object Detection in low luminance Images, 2022, ACM Transactions on Intelligent Systems and Technology
  • Introduction to the Minitrack on Social Robots - Robotics and Toy Computing, 2021, Proceedings of the Annual Hawaii International Conference on System Sciences
  • SFG-Net: an Efficient Image to Image Translation Approach for Synthetic Fog Generation, 2022, 2022 IEEE International Conference on Consumer Electronics - Taiwan
  • On the Effectiveness of Incremental Training of Large Language Models, 2024, arXiv (Cornell University)
  • Training Dynamics of a 1.7B LLaMa Model: A Data-Efficient Approach, 2024, arXiv (Cornell University)

Frequent coauthors collaborating with Huang include:

  • Trung-Hieu Le
  • Patrick C. K. Hung
  • Sarajane Marques Peres
  • Miles Q. Li
  • Benjamin C. M. Fung

Huang's work has been published in venues such as:

  • Proceedings of the Annual Hawaii International Conference on System Sciences
  • arXiv (Cornell University)
  • ACM Transactions on Intelligent Systems and Technology
  • 2022 IEEE International Conference on Consumer Electronics - Taiwan
  • SSRN Electronic Journal

Best Publications

  • Efficient Contrast Enhancement Using Adaptive Gamma Correction With Weighting Distribution

    Shih-Chia Huang;Fan-Chieh Cheng;Yi-Sheng Chiu

  • DesnowNet: Context-Aware Deep Network for Snow Removal

    Y-Fu. Liu;D-Wei. Jaw;S-Chia. Huang;J-Neng. Hwang

  • An Advanced Motion Detection Algorithm With Video Quality Analysis for Video Surveillance Systems

    Shih-Chia Huang

  • Visibility Restoration of Single Hazy Images Captured in Real-World Weather Conditions

    Shih-Chia Huang;Bo-Hao Chen;Wei-Jheng Wang

  • DSNet: Joint Semantic Learning for Object Detection in Inclement Weather Conditions

    Shih-Chia Huang;Trung-Hieu Le;Da-Wei Jaw

  • An Efficient Visibility Enhancement Algorithm for Road Scenes Captured by Intelligent Transportation Systems

    Shih-Chia Huang;Bo-Hao Chen;Yi-Jui Cheng

  • Unobtrusive Activity Recognition of Elderly People Living Alone Using Anonymous Binary Sensors and DCNN

    Munkhjargal Gochoo;Tan-Hsu Tan;Shing-Hong Liu;Fu-Rong Jean

  • A Genetic-Algorithm-Based Approach to Solve Carpool Service Problems in Cloud Computing

    Shih-Chia Huang;Ming-Kai Jiau;Chih-Hsiang Lin

  • Image contrast enhancement for preserving mean brightness without losing image features

    Shih-Chia Huang;Chien-Hui Yeh

  • Illumination-Sensitive Background Modeling Approach for Accurate Moving Object Detection

    Fan-Chieh Cheng;Shih-Chia Huang;Shanq-Jang Ruan

  • An Advanced Single-Image Visibility Restoration Algorithm for Real-World Hazy Scenes

    Shih-Chia Huang;Jian-Hui Ye;Bo-Hao Chen

  • Efficient contrast enhancement using adaptive gamma correction and cumulative intensity distribution

    Yi-Sheng Chiu;Fan-Chieh Cheng;Shih-Chia Huang

  • Novel IoT-Based Privacy-Preserving Yoga Posture Recognition System Using Low-Resolution Infrared Sensors and Deep Learning

    Munkhjargal Gochoo;Tan-Hsu Tan;Shih-Chia Huang;Tsedevdorj Batjargal

  • Multimedia Services in Cloud-Based Vehicular Networks

    Ming-Kai Jiau;Shih-Chia Huang;Jenq-Neng Hwang;Athanasios V. Vasilakos

  • Underwater Fish Tracking for Moving Cameras Based on Deformable Multiple Kernels

    Meng-Che Chuang;Jenq-Neng Hwang;Jian-Hui Ye;Shih-Chia Huang

  • An Advanced Moving Object Detection Algorithm for Automatic Traffic Monitoring in Real-World Limited Bandwidth Networks

    Bo-Hao Chen;Shih-Chia Huang

  • Highly Accurate Moving Object Detection in Variable Bit Rate Video-Based Traffic Monitoring Systems

    Shih-Chia Huang;Bo-Hao Chen

  • DesnowGAN: An Efficient Single Image Snow Removal Framework Using Cross-Resolution Lateral Connection and GANs

    Da-Wei Jaw;Shih-Chia Huang;Sy-Yen Kuo

  • Efficient Histogram Modification Using Bilateral Bezier Curve for the Contrast Enhancement

    Fan-Chieh Cheng;Shih-Chia Huang

  • Radial Basis Function Based Neural Network for Motion Detection in Dynamic Scenes

    Shih-Chia Huang;Ben-Hsiang Do

  • Multi-Resident Activity Recognition in a Smart Home Using RGB Activity Image and DCNN

    Tan-Hsu Tan;Munkhjargal Gochoo;Shih-Chia Huang;Yi-Hung Liu

  • Scene Analysis for Object Detection in Advanced Surveillance Systems Using Laplacian Distribution Model

    Fan-Chieh Cheng;Shih-Chia Huang;Shanq-Jang Ruan

Frequent Co-Authors

Sy-Yen Kuo
Sy-Yen Kuo National Taiwan University
Patrick C. K. Hung
Patrick C. K. Hung University of Ontario Institute of Technology
Jenq-Neng Hwang
Jenq-Neng Hwang University of Washington
Benjamin C. M. Fung
Benjamin C. M. Fung McGill University
Haluk Demirkan
Haluk Demirkan University of Washington
Meikang Qiu
Meikang Qiu Augusta University
Athanasios V. Vasilakos
Athanasios V. Vasilakos University of Agder

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