H-Index & Metrics Top Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Computer Science H-index 76 Citations 40,701 344 World Ranking 566 National Ranking 346

Research.com Recognitions

Awards & Achievements

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

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Computer vision
  • Statistics

Artificial intelligence, Computer vision, Pattern recognition, Image texture and Image processing are his primary areas of study. Image segmentation, Feature extraction, Segmentation, Edge detection and Gabor wavelet are among the areas of Artificial intelligence where the researcher is concentrating his efforts. His biological study deals with issues like Search engine indexing, which deal with fields such as Motion estimation, Server and Multimedia.

His studies in Pattern recognition integrate themes in fields like Contextual image classification, Pixel, Color quantization and Feature. His Image texture research incorporates elements of Similarity, Content-based image retrieval, Image retrieval, Texture and Similitude. B.S. Manjunath has researched Image processing in several fields, including Video tracking, Biological imaging, Data mining and Focus.

His most cited work include:

  • Texture features for browsing and retrieval of image data (3401 citations)
  • Color and texture descriptors (1541 citations)
  • Multisensor image fusion using the wavelet transform (1418 citations)

What are the main themes of his work throughout his whole career to date?

B.S. Manjunath mainly focuses on Artificial intelligence, Computer vision, Pattern recognition, Image segmentation and Segmentation. Artificial intelligence is a component of his Image texture, Feature extraction, Feature, Image processing and Scale-space segmentation studies. His study looks at the intersection of Image texture and topics like Image retrieval with Information retrieval.

His Video tracking, Image registration, Object, Edge detection and Object detection investigations are all subjects of Computer vision research. The various areas that B.S. Manjunath examines in his Pattern recognition study include Contextual image classification, Image, Pixel and Deep learning. B.S. Manjunath works on Image segmentation which deals in particular with Region growing.

He most often published in these fields:

  • Artificial intelligence (74.43%)
  • Computer vision (45.21%)
  • Pattern recognition (42.47%)

What were the highlights of his more recent work (between 2015-2021)?

  • Artificial intelligence (74.43%)
  • Pattern recognition (42.47%)
  • Deep learning (4.11%)

In recent papers he was focusing on the following fields of study:

B.S. Manjunath spends much of his time researching Artificial intelligence, Pattern recognition, Deep learning, Feature extraction and Convolutional neural network. His Artificial intelligence research is multidisciplinary, relying on both Machine learning and Computer vision. B.S. Manjunath has included themes like Leverage and Automatic summarization in his Computer vision study.

The Pattern recognition study combines topics in areas such as Digital image, Feature, Representation, Image and Resampling. His Feature extraction research incorporates themes from Voxel, Noise reduction and Feature selection. His Convolutional neural network study incorporates themes from Smoothing, Nonlinear dimensionality reduction, Visualization, Data mining and Embedding.

Between 2015 and 2021, his most popular works were:

  • Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge (493 citations)
  • Exploiting Spatial Structure for Localizing Manipulated Image Regions (82 citations)
  • Weakly Supervised Localization Using Deep Feature Maps (69 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Statistics
  • Computer vision

B.S. Manjunath spends much of his time researching Artificial intelligence, Pattern recognition, Feature extraction, Convolutional neural network and Segmentation. His Artificial intelligence study frequently links to adjacent areas such as Machine learning. The study incorporates disciplines such as Cognitive neuroscience of visual object recognition, Digital image, Pixel, Computer vision and Co-occurrence in addition to Pattern recognition.

His studies deal with areas such as Hypergraph, Ranking and Representation as well as Computer vision. His Feature extraction study integrates concerns from other disciplines, such as Spatial intelligence, Image segmentation and Data mining. His work carried out in the field of Convolutional neural network brings together such families of science as Nonlinear dimensionality reduction, Correspondence problem, Embedding, Feature vector and Atlas.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Top Publications

Texture features for browsing and retrieval of image data

B.S. Manjunath;W.Y. Ma.
IEEE Transactions on Pattern Analysis and Machine Intelligence (1996)

5150 Citations

Multisensor image fusion using the wavelet transform

H. Li;B. S. Manjunath;S. K. Mitra.
Graphical Models and Image Processing (1995)

2449 Citations

Color and texture descriptors

B.S. Manjunath;J.-R. Ohm;V.V. Vasudevan;A. Yamada.
IEEE Transactions on Circuits and Systems for Video Technology (2001)

2322 Citations

Introduction to MPEG-7: Multimedia Content Description Interface

Phillipe Salembier;Thomas Sikora;B.S. Manjunath.
(2002)

2132 Citations

Multi-sensor image fusion using the wavelet transform

Hui Li;B.S. Manjunath;S.K. Mitra.
international conference on image processing (1994)

1981 Citations

Unsupervised segmentation of color-texture regions in images and video

Y. Deng;B.S. Manjunath.
IEEE Transactions on Pattern Analysis and Machine Intelligence (2001)

1875 Citations

NeTra: a toolbox for navigating large image databases

W.Y. Ma;B.S. Manjunath.
international conference on image processing (1997)

1405 Citations

A contour-based approach to multisensor image registration

Hui Li;B.S. Manjunath;S.K. Mitra.
IEEE Transactions on Image Processing (1995)

866 Citations

Unsupervised texture segmentation using Markov random field models

B.S. Manjunath;R. Chellappa.
IEEE Transactions on Pattern Analysis and Machine Intelligence (1991)

552 Citations

EdgeFlow: a technique for boundary detection and image segmentation

Wei-Ying Ma;B.S. Manjunath.
IEEE Transactions on Image Processing (2000)

528 Citations

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking h-index is inferred from publications deemed to belong to the considered discipline.

If you think any of the details on this page are incorrect, let us know.

Contact us

Top Scientists Citing B.S. Manjunath

Ebroul Izquierdo

Ebroul Izquierdo

Queen Mary University of London

Publications: 47

Hong-Jiang Zhang

Hong-Jiang Zhang

ByteDance

Publications: 45

Rama Chellappa

Rama Chellappa

Johns Hopkins University

Publications: 44

Moncef Gabbouj

Moncef Gabbouj

Tampere University

Publications: 43

Wei-Ying Ma

Wei-Ying Ma

Tsinghua University

Publications: 40

Mihai Datcu

Mihai Datcu

German Aerospace Center

Publications: 38

Jianping Fan

Jianping Fan

University of North Carolina at Charlotte

Publications: 38

James Z. Wang

James Z. Wang

Pennsylvania State University

Publications: 34

Shih-Fu Chang

Shih-Fu Chang

Columbia University

Publications: 34

Tao Mei

Tao Mei

Jingdong (China)

Publications: 33

Serkan Kiranyaz

Serkan Kiranyaz

Qatar University

Publications: 33

Ioannis Kompatsiaris

Ioannis Kompatsiaris

Information Technologies Institute, Greece

Publications: 33

Thomas S. Huang

Thomas S. Huang

University of Illinois at Urbana-Champaign

Publications: 31

Matti Pietikäinen

Matti Pietikäinen

University of Oulu

Publications: 31

Alan F. Smeaton

Alan F. Smeaton

Dublin City University

Publications: 31

Something went wrong. Please try again later.