World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
91
Citations
52943
World Ranking
560
National Ranking
297

Research.com Recognitions

  • 2016 - Fellow of the American Association for the Advancement of Science (AAAS)
  • 2003 - ACM Fellow For contributions to computer vision and multimedia information systems.
  • 1993 - SPIE Fellow
  • 1992 - IEEE Fellow For contributions to computer vision in the estimation of structure and motion from images.

Overview

Ramesh Jain is affiliated with the University of California, Irvine in the United States. Their research spans multiple fields with a primary focus on computer science and psychology, including significant work in artificial intelligence, experimental and cognitive psychology, applied psychology, signal processing, and information systems.

The scientist's publication record features numerous papers covering a range of interdisciplinary topics. Key main topics of their work include:

  • Mental Health Research Topics
  • Digital Mental Health Interventions
  • Data Mining Algorithms and Applications
  • Mobile Health and mHealth Applications
  • Time Series Analysis and Forecasting
  • Emotion and Mood Recognition
  • COVID-19 and Mental Health

Ramesh Jain's recent publications demonstrate involvement in both healthcare and technology-oriented research. Notable papers include:

  • "Foundation metrics for evaluating effectiveness of healthcare conversations powered by generative AI" (2024) published in npj Digital Medicine
  • "ChatDiet: Empowering personalized nutrition-oriented food recommender chatbots through an LLM-augmented framework" (2024) published in Smart Health
  • "Driver Emotion Recognition With a Hybrid Attentional Multimodal Fusion Framework" (2023) published in IEEE Transactions on Affective Computing
  • "Isotropic Self-Supervised Learning for Driver Drowsiness Detection With Attention-Based Multimodal Fusion" (2021) published in IEEE Transactions on Multimedia
  • "Multimodal driver distraction detection using dual-channel network of CNN and Transformer" (2023) published in Expert Systems with Applications

The scientist frequently collaborates with several coauthors including Laleh Jalali, Amir M. Rahmani, Mahyar Abbasian, Iman Azimi, and Sina Labbaf, each having multiple joint publications.

Publication venues where Ramesh Jain's work regularly appears include:

  • arXiv (Cornell University)
  • IEEE Transactions on Multimedia
  • JMIR Formative Research
  • IEEE Transactions on Affective Computing
  • IEEE Multimedia

Ramesh Jain has also contributed to academic books, notably publishing with the Association for Computing Machinery, such as the book "Event Mining for Explanatory Modeling" in 2021.

Their contributions to the scientific community have been acknowledged through several honors, including:

  • Fellow of the American Association for the Advancement of Science (AAAS) in 2016
  • ACM Fellow in 2003 for contributions to computer vision and multimedia information systems
  • SPIE Fellow in 1993
  • IEEE Fellow in 1992 for contributions to computer vision in the estimation of structure and motion from images

Best Publications

  • Content-based image retrieval at the end of the early years

    A.W.M. Smeulders;M. Worring;S. Santini;A. Gupta

  • Machine vision

    Ramesh Jain;Rangachar Kasturi;Brian G. Schunck

  • Content-based multimedia information retrieval: State of the art and challenges

    Michael S. Lew;Nicu Sebe;Chabane Djeraba;Ramesh Jain

  • Segmentation through variable-order surface fitting

    P.J. Besl;R.C. Jain

  • Using dynamic programming for solving variational problems in vision

    A.A. Amini;T.E. Weymouth;R.C. Jain

  • Three-dimensional object recognition

    Paul J. Besl;Ramesh C. Jain

  • Virage image search engine: an open framework for image management

    Jeffrey R. Bach;Charles Fuller;Amarnath Gupta;Arun Hampapur

  • Machine dynamic selection of one video camera/image of a scene from multiple video cameras/images of the scene in accordance with a particular perspective on the scene, an object in the scene, or an event in the scene

    Ramesh Jain;Saied Moezzi;Arun Katkere

  • Similarity indexing with the SS-tree

    D.A. White;R. Jain

  • Visual information retrieval

    Amarnath Gupta;Ramesh Jain

  • Similarity measures

    S. Santini;R. Jain

  • Invariant surface characteristics for 3D object recognition in range images

    Paul J. Besl;Ramesh C. Jain

  • Immersive video, including video hypermosaicing to generate from multiple video views of a scene a three-dimensional video mosaic from which diverse virtual video scene images are synthesized, including panoramic, scene interactive and stereoscopic images

    Saied Moezzi;Arun Katkere;Ramesh Jain

  • Multi-perspective viewer for content-based interactivity

    Ramesh C Jain;Terry Randolph Hicks;Asquith A Bailey;Ryan B Mckinley

  • DECISION MAKING IN THE PRESENCE OF FUZZY VARIABLES

    R Jain

  • Finding Trajectories of Feature Points in a Monocular Image Sequence

    Ishwar K. Sethi;Ramesh Jain

  • Similarity engine for content-based retrieval of images

    Ramesh Jain;Bradley Horowitz;Charles E. Fuller;Amarnath Gupta

  • A survey on the use of pattern recognition methods for abstraction, indexing and retrieval of images and video

    Sameer K. Antani;Rangachar Kasturi;Ramesh C. Jain

  • On the Analysis of Accumulative Difference Pictures from Image Sequences of Real World Scenes

    Ramesh Jain;H.-H. Nagel

  • Obtaining 3-dimensional shape of textured and specular surfaces using four-source photometry

    E. North Coleman;Ramesh C. Jain

Frequent Co-Authors

Amarnath Gupta
Amarnath Gupta University of California, San Diego
Tat-Seng Chua
Tat-Seng Chua National University of Singapore
Mohan S. Kankanhalli
Mohan S. Kankanhalli National University of Singapore
Ishwar K. Sethi
Ishwar K. Sethi Oakland University
Shuicheng Yan
Shuicheng Yan National University of Singapore
Jinhui Tang
Jinhui Tang Nanjing University of Science and Technology
Marcel Worring
Marcel Worring University of Amsterdam
Arnold W. M. Smeulders
Arnold W. M. Smeulders University of Amsterdam
Susanne Boll
Susanne Boll Carl von Ossietzky University of Oldenburg
Alberto Del Bimbo
Alberto Del Bimbo University of Florence

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