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Martin D. Levine

Martin D. Levine

D-Index & Metrics

Computer Science

D-Index
44
Citations
12804
World Ranking
7407
National Ranking
295

Research.com Recognitions

  • 1994 - Fellow of the International Association for Pattern Recognition (IAPR) For contributions in computer vision and biomedical image processing and outstanding leadership in the IAPR

Overview

Martin D. Levine is affiliated with McGill University in Canada. Their research activity spans several areas within computer science, engineering, and biochemistry, genetics, and molecular biology. The primary focus includes work in computer vision and pattern recognition, artificial intelligence, civil and structural engineering, biomedical engineering, and economics and econometrics.

The scientist's research topics cover a range of subjects such as anomaly detection techniques and applications, video analysis and summarization, water systems and optimization, artificial immune systems applications, sports analytics and performance, human pose and action recognition, and multimodal machine learning applications.

Frequent co-authors working with Martin D. Levine include:

  • Yaxiang Fan
  • Gongjian Wen
  • Deren Li
  • Shaohua Qiu
  • Fei Xiao

Common publication venues for their work consist of:

  • Computer Vision and Image Understanding
  • Expert Systems with Applications
  • 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Recent notable papers by Martin D. Levine include:

  • Video anomaly detection and localization via Gaussian Mixture Fully Convolutional Variational Autoencoder, 2020, Computer Vision and Image Understanding
  • Player Identification in Hockey Broadcast Videos, 2020, Expert Systems with Applications
  • Interaction Classification with Key Actor Detection in Multi-Person Sports Videos, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

In 1994, Martin D. Levine was awarded the title of Fellow of the International Association for Pattern Recognition (IAPR) for contributions in computer vision and biomedical image processing and for leadership roles within the association.

Best Publications

  • Vision in Man and Machine

    Martin D. Levine

  • Tracking deformable objects in the plane using an active contour model

    F. Leymarie;M.D. Levine

  • Registering multiview range data to create 3D computer objects

    G. Blais;M.D. Levine

  • Face Recognition Using the Discrete Cosine Transform

    Ziad M. Hafed;Martin D. Levine

  • Visual Saliency Based on Scale-Space Analysis in the Frequency Domain

    Jian Li;M. D. Levine;Xiangjing An;Xin Xu

  • Dynamic Measurement of Computer Generated Image Segmentations

    Martin D. Levine;Ahmed M. Nazif

  • Low Level Image Segmentation: An Expert System

    Ahmed M. Nazif;Martin D. Levine

  • Simulating the grassfire transform using an active contour model

    F. Leymarie;M.D. Levine

  • Range image segmentation based on differential geometry: a hybrid approach

    N. Yokoya;M.D. Levine

  • Live cell image segmentation

    Kenong Wu;D. Gauthier;M.D. Levine

  • Geometric primitive extraction using a genetic algorithm

    G. Roth;M.D. Levine

  • Extracting geometric primitives

    Gerhard Roth;Martin D. Levine

  • Computer determination of depth maps

    Martin D. Levine;Douglas A. O'Handley;Gary M. Yagi

  • Video Anomaly Detection and Localization via Gaussian Mixture Fully Convolutional Variational Autoencoder

    Yaxiang Fan;Yaxiang Fan;Gongjian Wen;Deren Li;Shaohua Qiu;Shaohua Qiu

  • The background primal sketch: an approach for tracking moving objects

    Yee-Hong Yang;Martin D. Levine

  • Feature extraction: A survey

    M.D. Levine

  • Generic object recognition: building and matching coarse descriptions from line drawings

    R. Bergevin;M.D. Levine

  • Online Dominant and Anomalous Behavior Detection in Videos

    Mehrsan Javan Roshtkhari;Martin D. Levine

  • An on-line, real-time learning method for detecting anomalies in videos using spatio-temporal compositions

    Mehrsan Javan Roshtkhari;Martin D. Levine

  • System for transmitting secure data between a sender and a recipient over a computer network using a virtual envelope and method for using the same

    Sal Khan;Martin Levine

Frequent Co-Authors

Naokazu Yokoya
Naokazu Yokoya Nara Institute of Science and Technology
Csaba Szabó
Csaba Szabó University of Fribourg
Samuel Kadoury
Samuel Kadoury Polytechnique Montréal
Qiang Zhang
Qiang Zhang Dalian University of Technology
Gordon W. Roberts
Gordon W. Roberts McGill University
Bhavin J. Shastri
Bhavin J. Shastri Queen's University
Nancy D. Denslow
Nancy D. Denslow University of Florida
Ziad M. Hafed
Ziad M. Hafed University of Tübingen
Long Wang
Long Wang Peking University
Bruce A. Roe
Bruce A. Roe University of Oklahoma

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