World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
79
Citations
45969
World Ranking
1117
National Ranking
597

Research.com Recognitions

  • 2020 - Edward J. McCluskey Technical Achievement Award, IEEE Computer Society For contributions to image search, retrieval, and bio-image informatics.
  • 2018 - ACM Fellow For contributions to image search and retrieval with applications in digital libraries, marine sciences, and biology

Overview

B.S. Manjunath is affiliated with the University of California, Santa Barbara in the United States. Their research primarily spans the field of Computer Science, with a focus on several subfields including Computer Vision and Pattern Recognition, Artificial Intelligence, Radiology, Nuclear Medicine and Imaging, Biophysics, and Signal Processing.

Their work covers a range of topics, notably Digital Media Forensic Detection, Anomaly Detection Techniques and Applications, Advanced Neuroimaging Techniques and Applications, Advanced Malware Detection Techniques, Generative Adversarial Networks and Image Synthesis, Image Processing Techniques and Applications, and Cell Image Analysis Techniques.

Manjunath has contributed to numerous publications, with frequent appearances in venues such as:

  • arXiv (Cornell University)
  • bioRxiv (Cold Spring Harbor Laboratory)
  • Frontiers in Neuroscience
  • Electronic Imaging
  • npj Computational Materials

Recent papers by Manjunath include:

  • Improving Patch-Based Convolutional Neural Networks for MRI Brain Tumor Segmentation by Leveraging Location Information, 2020, Frontiers in Neuroscience
  • Malware Detection Using Frequency Domain-Based Image Visualization and Deep Learning, 2021, Proceedings of the Annual Hawaii International Conference on System Sciences
  • Detection, Attribution and Localization of GAN Generated Images, 2021, Electronic Imaging
  • Context-Driven Detection of Invertebrate Species in Deep-Sea Video, 2023, International Journal of Computer Vision
  • SeeTheSeams: Localized Detection of Seam Carving based Image Forgery in Satellite Imagery, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Frequent co-authors who have collaborated extensively with Manjunath include:

  • Shivkumar Chandrasekaran
  • Lakshmanan Nataraj
  • Tajuddin Manhar Mohammed
  • S. Shailja
  • Michael Goebel

Among their recognitions, Manjunath was awarded the Edward J. McCluskey Technical Achievement Award by the IEEE Computer Society in 2020, attributed to contributions in image search, retrieval, and bio-image informatics.

In 2018, Manjunath was named an ACM Fellow for work related to image search and retrieval, especially in applications involving digital libraries, marine sciences, and biology.

Best Publications

  • Texture features for browsing and retrieval of image data

    B.S. Manjunath;W.Y. Ma

  • Multisensor image fusion using the wavelet transform

    H. Li;B. S. Manjunath;S. K. Mitra

  • Color and texture descriptors

    B.S. Manjunath;J.-R. Ohm;V.V. Vasudevan;A. Yamada

  • Introduction to MPEG-7: Multimedia Content Description Interface

    Phillipe Salembier;Thomas Sikora;B.S. Manjunath

  • Multi-sensor image fusion using the wavelet transform

    Hui Li;B.S. Manjunath;S.K. Mitra

  • Unsupervised segmentation of color-texture regions in images and video

    Y. Deng;B.S. Manjunath

  • Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge

    Spyridon Bakas;Mauricio Reyes;Andras Jakab;Stefan Bauer

  • NeTra: a toolbox for navigating large image databases

    Wei-Ying Ma;B. S. Manjunath

  • NeTra: a toolbox for navigating large image databases

    W.Y. Ma;B.S. Manjunath

  • Malware images: visualization and automatic classification

    L. Nataraj;S. Karthikeyan;G. Jacob;B. S. Manjunath

  • A contour-based approach to multisensor image registration

    Hui Li;B.S. Manjunath;S.K. Mitra

  • Biological imaging software tools

    Kevin W. Eliceiri;Michael R. Berthold;Ilya G. Goldberg;Luis Ibáñez

  • Unsupervised texture segmentation using Markov random field models

    B.S. Manjunath;R. Chellappa

  • EdgeFlow: a technique for boundary detection and image segmentation

    Wei-Ying Ma;B.S. Manjunath

  • A feature based approach to face recognition

    B.S. Manjunath;R. Chellappa;C. von der Malsburg

  • The iPlant Collaborative: Cyberinfrastructure for Plant Biology.

    Stephen A Goff;Matthew Vaughn;Sheldon McKay;Eric Lyons

  • An efficient color representation for image retrieval

    Yining Deng;B.S. Manjunath;C. Kenney;M.S. Moore

  • Color image segmentation

    Yining Deng;B.S. Manjunath;H. Shin

  • Registration Techniques for Multisensor Remotely Sensed Imagery

    Leila M. G. Fonseca;B. S. Manjunath

  • Hybrid LSTM and Encoder–Decoder Architecture for Detection of Image Forgeries

    Jawadul H. Bappy;Cody Simons;Lakshmanan Nataraj;B. S. Manjunath

  • Texture features and learning similarity

    W.Y. Ma;B.S. Manjunath

Frequent Co-Authors

Upamanyu Madhow
Upamanyu Madhow University of California, Santa Barbara
Kenneth Rose
Kenneth Rose University of California, Santa Barbara
Rama Chellappa
Rama Chellappa Johns Hopkins University
Wei-Ying Ma
Wei-Ying Ma Tsinghua University
Sanjit K. Mitra
Sanjit K. Mitra University of California, Santa Barbara
Amit K. Roy-Chowdhury
Amit K. Roy-Chowdhury University of California, Riverside
Steven K. Fisher
Steven K. Fisher University of California, Santa Barbara
Leslie Wilson
Leslie Wilson University of California, San Francisco
Scott T. Grafton
Scott T. Grafton University of California, Santa Barbara
Mudhakar Srivatsa
Mudhakar Srivatsa IBM (United States)

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