World's Best Scientists 2026 revealed!

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Computer Science

D-Index
54
Citations
9049
World Ranking
4653
National Ranking
2159

Research.com Recognitions

  • 2014 - SPIE Fellow
  • 2007 - IEEE Fellow For contributions to digital image content management systems

Overview

Alexander C. Loui is affiliated with the Rochester Institute of Technology in the United States. Their research primarily spans the field of Computer Science, with a focused interest in computer vision, artificial intelligence, and media technology.

The main subfields of study include:

  • Computer Vision and Pattern Recognition
  • Artificial Intelligence
  • Media Technology

Key topics explored in their work are:

  • Advanced Neural Network Applications
  • Video Surveillance and Tracking Methods
  • Anomaly Detection Techniques and Applications
  • Multimodal Machine Learning Applications
  • Domain Adaptation and Few-Shot Learning
  • Medical Image Segmentation Techniques
  • Advanced Image and Video Retrieval Techniques

The scientist has coauthored papers with frequent collaborators including Dongfang Liu, Tianfei Zhou, James Liang, Tony Geng, and Zheyun Qin.

Several publication venues have frequently featured their research, notably:

  • IEEE Transactions on Image Processing
  • Electronic Imaging
  • Journal of Electronic Imaging
  • IEEE Transactions on Circuits and Systems for Video Technology

Their recent papers are:

  • "Tripartite Feature Enhanced Pyramid Network for Dense Prediction," 2023, IEEE Transactions on Image Processing
  • "Reformulating Graph Kernels for Self-Supervised Space-Time Correspondence Learning," 2023, IEEE Transactions on Image Processing
  • "Rethinking Copy-Paste for Consistency Learning in Medical Image Segmentation," 2025, IEEE Transactions on Image Processing
  • "High-quality multispectral image generation using Conditional GANs," 2020, Electronic Imaging
  • "JEI Updates Research Topic Categories," 2023, Journal of Electronic Imaging

Alexander C. Loui has been recognized through fellowships awarded by professional organizations. They were named an IEEE Fellow in 2007 for contributions to digital image content management systems and a SPIE Fellow in 2014.

Best Publications

  • Consumer video understanding: a benchmark database and an evaluation of human and machine performance

    Yu-Gang Jiang;Guangnan Ye;Shih-Fu Chang;Daniel Ellis

  • Method for automatically classifying images into events

    Alexander C. Loui;Eric S. Pavie

  • Albuming method with automatic page layout

    Alexander C. Loui;John K. McBride;Stephen L. Shaffer;Mark D. Wood

  • Location based image classification with map segmentation

    Andrew Charles Gallagher;Bryan Daniel Kraus;Alexander C. Loui

  • Determining a particular person from a collection

    Andrew Charles Gallagher;Madirakshi Das;Alexander C. Loui

  • Using digital objects organized according to a histogram timeline

    Martin A. Parker;John K. McBride;Alexander C. Loui

  • AUTOMATIC LAYOUT SYSTEM AND METHOD FOR IMAGE IN DIGITAL ALBUM

    Geigel Joseph M;Loui Alexander C

  • Method for automatically comparing content of images for classification into events

    Alexander C. Loui;Eric S. Pavie

  • Method for generating customized photo album pages and prints based on people and gender profiles

    Madirakshi Das;Alexander C. Loui

  • Cross-domain learning methods for high-level visual concept classification

    Wei Jiang;E. Zavesky;Shih-Fu Chang;A. Loui

  • METHOD FOR PRESENTING SET OF DIGITAL MULTIMEDIA OBJECT

    Alexander C Loui;Frank Marino

  • METHOD AND SYSTEM FOR PRODUCING SLIDE SHOW

    Sun Zhaohui;Loui Alexander C;Riek Jonathan K

  • Event clustering of images using foreground/background segmentation

    Alexander C. Loui;Matthieu Jeanson;Zhaohui Sun

  • Identifying collection images with special events

    Andrew Charles Gallagher;Samuel M. Fryer;Alexander C. Loui;Jason Rey Oliver

  • Large-scale multimodal semantic concept detection for consumer video

    Shih-Fu Chang;Dan Ellis;Wei Jiang;Keansub Lee

  • Kodak's consumer video benchmark data set: concept definition and annotation

    Alexander Loui;Jiebo Luo;Shih-Fu Chang;Dan Ellis

  • Evaluation of image appeal in consumer photography

    Andreas E. Savakis;Stephen P. Etz;Alexander C. P. Loui

  • Group-of-block based video signal combining for multipoint continuous presence video conferencing

    Alexander C. P. Loui;Ming-Ting Sun;Ting-Chung Chen

  • Automated event clustering and quality screening of consumer pictures for digital albuming

    Alexander Loui;Andreas Savakis

  • Method and system for automated grouping of images

    Zhaohui Sun;Alexander C. Loui

Frequent Co-Authors

Andrew C. Gallagher
Andrew C. Gallagher Google (United States)
Shih-Fu Chang
Shih-Fu Chang Columbia University
Joseph A. Manico
Joseph A. Manico Kodak (United States)
Kenneth A. Parulski
Kenneth A. Parulski aKAP Innovation, LLC
Daniel P. W. Ellis
Daniel P. W. Ellis Google (United States)
Dale F. McIntyre
Dale F. McIntyre Kodak (France)
Amanda Stent
Amanda Stent Colby College
Jiebo Luo
Jiebo Luo University of Rochester
Daniel Gatica-Perez
Daniel Gatica-Perez Idiap Research Institute

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