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Bidyut B. Chaudhuri

Bidyut B. Chaudhuri

D-Index & Metrics

Computer Science

D-Index
61
Citations
18733
World Ranking
3023
National Ranking
25

Research.com Recognitions

  • 2011 - Fellow, The World Academy of Sciences
  • 2001 - IEEE Fellow For contributions to pattern recognition, especially Indian language script OCR, document processing and natural language processing.

Overview

Bidyut B. Chaudhuri is affiliated with the Indian Statistical Institute in India. Their research primarily spans the fields of Computer Science and Engineering, with notable focus areas including Computer Vision and Pattern Recognition, Artificial Intelligence, Media Technology, Signal Processing, and Neurology.

The scientist's work involves various topics such as Handwritten Text Recognition Techniques, Advanced Neural Network Applications, Machine Learning and Extreme Learning Machines (ELM), Digital Media Forensic Detection, Advanced Image Fusion Techniques, Brain Tumor Detection and Classification, and Currency Recognition and Detection.

Among the recent papers authored, the following stand out:

  • "Activation functions in deep learning: A comprehensive survey and benchmark," 2022, Neurocomputing
  • "Lightweight Spectral-Spatial Squeeze-and-Excitation Residual Bag-of-Features Learning for Hyperspectral Classification," 2020, IEEE Transactions on Geoscience and Remote Sensing
  • "FuSENet: fused squeeze-and-excitation network for spectral-spatial hyperspectral image classification," 2020, IET Image Processing
  • "68 landmarks are efficient for 3D face alignment: what about more?" 2023, Multimedia Tools and Applications
  • "AngularGrad: A New Optimization Technique for Angular Convergence of Convolutional Neural Networks," 2021, arXiv (Cornell University)

The frequent co-authors who collaborated with the scientist include Shiv Ram Dubey, Jay Rajasekera, Satish Kumar Singh, Parag Kulkarni, and Swalpa Kumar Roy.

Publication venues where the scientist has been frequently published are:

  • arXiv (Cornell University)
  • Multimedia Tools and Applications
  • IEEE Transactions on Artificial Intelligence
  • Neurocomputing
  • IEEE Transactions on Geoscience and Remote Sensing

In addition to articles, the scientist has contributed to book publications, including a forthcoming title titled AI Empowered Digital Business Innovation scheduled for 2025, published by Springer Nature.

The scientist has been recognized with several awards, including being named an IEEE Fellow in 2001 for contributions to pattern recognition, especially in Indian language script OCR, document processing, and natural language processing, as well as a Fellow of The World Academy of Sciences in 2011.

Best Publications

  • HybridSN: Exploring 3-D–2-D CNN Feature Hierarchy for Hyperspectral Image Classification

    Swalpa Kumar Roy;Gopal Krishna;Shiv Ram Dubey;Bidyut B. Chaudhuri

  • An efficient differential box-counting approach to compute fractal dimension of image

    N. Sarkar;B.B. Chaudhuri

  • Activation functions in deep learning: A comprehensive survey and benchmark

    Unknown

  • Texture segmentation using fractal dimension

    B.B. Chaudhuri;N. Sarkar

  • Indian script character recognition: a survey

    U. Pal;B.B. Chaudhuri

  • A survey of Hough Transform

    Priyanka Mukhopadhyay;Bidyut B. Chaudhuri

  • An efficient approach to estimate fractal dimension of textural images

    Nirupam Sarkar;Bidyut Baran Chaudhuri

  • A complete printed Bangla OCR system

    B.B Chaudhuri;U Pal

  • Handwritten Numeral Databases of Indian Scripts and Multistage Recognition of Mixed Numerals

    U. Bhattacharya;B.B. Chaudhuri

  • An OCR system to read two Indian language scripts: Bangla and Devnagari (Hindi)

    B.B. Chaudhuri;U. Pal

  • Efficient training and improved performance of multilayer perceptron in pattern classification

    B. B. Chaudhuri;Ujjwal Bhattacharya

  • diffGrad: An Optimization Method for Convolutional Neural Networks

    Shiv Ram Dubey;Soumendu Chakraborty;Swalpa Kumar Roy;Snehasis Mukherjee

  • 3D Digital Topology under Binary Transformation with Applications

    P.K. Saha;B.B. Chaudhuri

  • A new shape preserving parallel thinning algorithm for 3D digital images

    Punam K. Saha;Bidyut Baran Chaudhuri;D. Dutta Majumder

  • Detection of 3-D simple points for topology preserving transformations with application to thinning

    P.K. Saha;B.B. Chaudhuri

  • Segmentation of touching characters in printed Devnagari and Bangla scripts using fuzzy multifactorial analysis

    U. Garain;B.B. Chaudhuri

  • A Modified LSTM Model for Continuous Sign Language Recognition Using Leap Motion

    Anshul Mittal;Pradeep Kumar;Partha Pratim Roy;Raman Balasubramanian

  • Handling data irregularities in classification: Foundations, trends, and future challenges

    Swagatam Das;Shounak Datta;Bidyut B. Chaudhuri

  • A Rough-Set-Based Inference Engine for ECG Classification

    S. Mitra;M. Mitra;B.B. Chaudhuri

  • Automatic recognition of printed Oriya script

    B. B. Chaudhuri;U. Pal;M. Mitra

  • Skew angle detection of digitized Indian script documents

    B.B. Chaudhuri;U. Pal

  • Script Line Separation from Indian Multi-Script Documents

    U Pal;B B Chaudhuri

Frequent Co-Authors

Umapada Pal
Umapada Pal Indian Statistical Institute
Bhabatosh Chanda
Bhabatosh Chanda Indian Statistical Institute
Michael Blumenstein
Michael Blumenstein University of Technology Sydney
Mandar Mitra
Mandar Mitra Indian Statistical Institute
C. A. Murthy
C. A. Murthy Indian Statistical Institute
Kaushik Roy
Kaushik Roy Purdue University West Lafayette
Malay K. Kundu
Malay K. Kundu Indian Statistical Institute
Punam K. Saha
Punam K. Saha University of Iowa
Azriel Rosenfeld
Azriel Rosenfeld University of Maryland, College Park
Soumitro Banerjee
Soumitro Banerjee Indian Institute of Science Education and Research Kolkata

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