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D-Index & Metrics

Computer Science

D-Index
58
Citations
29243
World Ranking
3525
National Ranking
214

Overview

Iain Matthews is affiliated with the University of East Anglia in the United Kingdom. Their research spans multiple disciplines, with a primary focus on medicine and computer science. This interdisciplinary approach is reflected in the varied topics and fields covered in their published work.

The main fields of study in Iain Matthews' research include:

  • Medicine
  • Computer Science

The subfields of study they have contributed to encompass:

  • Hematology
  • Control and Systems Engineering
  • Developmental and Educational Psychology
  • Genetics
  • Signal Processing

Key topics within their research include:

  • Iron Metabolism and Disorders
  • Erythropoietin and Anemia Treatment
  • Human Motion and Animation
  • Hearing Impairment and Communication
  • Hemoglobinopathies and Related Disorders
  • Hand Gesture Recognition Systems
  • Heart Failure Treatment and Management

Iain Matthews has published papers in various reputable venues. Frequent publication venues are:

  • Journal of Cardiac Failure
  • European Heart Journal
  • European Journal of Heart Failure
  • 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • Proceedings of the AAAI Conference on Artificial Intelligence

Their recent papers include:

  • Intravenous iron for heart failure, iron deficiency definitions, and clinical response: the IRONMAN trial (2024), European Heart Journal
  • Speech Driven Tongue Animation (2022), 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • Characterizing Multi-Agent Team Behavior from Partial Team Tracings: Evidence from the English Premier League (2021), Proceedings of the AAAI Conference on Artificial Intelligence
  • Effect of correcting iron deficiency on the risk of serious infection in heart failure: Insights from the IRONMAN trial (2024), European Journal of Heart Failure
  • The UEA Digital Humans entry to the GENEA Challenge 2023 (2023), INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION

Collaborative work is a notable aspect of their career, with frequent co-authors including:

  • Fraser J Graham
  • Paul R. Kalra
  • Philip A. Kalra
  • Pierpaolo Pellicori
  • Mark C. Petrie

Best Publications

  • The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression

    Patrick Lucey;Jeffrey F. Cohn;Takeo Kanade;Jason Saragih

  • Lucas-Kanade 20 Years On: A Unifying Framework

    Simon Baker;Iain Matthews

  • Multi-PIE

    Ralph Gross;Iain Matthews;Jeffrey Cohn;Takeo Kanade

  • Active Appearance Models Revisited

    Iain Matthews;Simon Baker

  • Hand Keypoint Detection in Single Images Using Multiview Bootstrapping

    Tomas Simon;Hanbyul Joo;Iain Matthews;Yaser Sheikh

  • The template update problem

    L. Matthews;T. Ishikawa;S. Baker

  • Extraction of visual features for lipreading

    I. Matthews;T.F. Cootes;J.A. Bangham;S. Cox

  • Painful data: The UNBC-McMaster shoulder pain expression archive database

    Patrick Lucey;Jeffrey F. Cohn;Kenneth M. Prkachin;Patricia E. Solomon

  • Real-time combined 2D+3D active appearance models

    Jing Xiao;S. Baker;I. Matthews;T. Kanade

  • Equivalence and efficiency of image alignment algorithms

    S. Baker;I. Matthews

  • Detecting depression from facial actions and vocal prosody

    Jeffrey F. Cohn;Tomas Simon Kruez;Iain Matthews;Ying Yang

  • Panoptic Studio: A Massively Multiview System for Social Motion Capture

    Hanbyul Joo;Hao Liu;Lei Tan;Lin Gui

  • BioTIME: A database of biodiversity time series for the Anthropocene

    Maria Dornelas;Laura H. Antão;Laura H. Antão;Faye Moyes;Amanda E. Bates;Amanda E. Bates

  • Audio-Visual Automatic Speech Recognition: An Overview

    Gerasimos Potamianos;Chalapathy Neti;Juergen Luettin;Iain Matthews

  • Generic vs. person specific active appearance models

    Ralph Gross;Iain Matthews;Simon Baker

  • Appearance-based face recognition and light-fields

    R. Gross;I. Matthews;S. Baker

  • Panoptic Studio: A Massively Multiview System for Social Interaction Capture

    Hanbyul Joo;Tomas Simon;Xulong Li;Hao Liu

  • Audio-visual speech recognition

    C. Neti;G. Potamianos;Juergen Luettin;I. Matthews

  • Automatically Detecting Pain in Video Through Facial Action Units

    P Lucey;J F Cohn;I Matthews;S Lucey

  • A deep learning approach for generalized speech animation

    Sarah Taylor;Taehwan Kim;Yisong Yue;Moshe Mahler

Frequent Co-Authors

Simon Baker
Simon Baker Microsoft (United States)
Patrick Lucey
Patrick Lucey Stats Perform
Jeffrey F. Cohn
Jeffrey F. Cohn University of Pittsburgh
Yaser Sheikh
Yaser Sheikh Facebook (United States)
Takeo Kanade
Takeo Kanade Carnegie Mellon University
Tomas Simon
Tomas Simon META Group
Ralph Gross
Ralph Gross Carnegie Mellon University
Yisong Yue
Yisong Yue California Institute of Technology
Sridha Sridharan
Sridha Sridharan Queensland University of Technology
Simon Lucey
Simon Lucey University of Adelaide

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