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Computer Science

D-Index
35
Citations
5412
World Ranking
11677
National Ranking
458

Overview

Mrinal Mandal is affiliated with the University of Alberta in Canada. Their research spans multiple fields with a focus on Computer Science, Engineering, and Medicine. The subfields in which they have contributed include Computer Vision and Pattern Recognition, Artificial Intelligence, Biophysics, Oncology, and Geology.

Their work covers various main research topics such as AI in cancer detection, Cell Image Analysis Techniques, Cutaneous Melanoma Detection and Management, 3D Surveying and Cultural Heritage, Digital Imaging for Blood Diseases, Remote Sensing and LiDAR Applications, and Advanced Image and Video Retrieval Techniques.

Mrinal Mandal's recent publications reflect their focus on medical imaging and deep learning techniques, particularly in skin lesion analysis and cancer detection. Some of their recent papers include:

  • Skin Lesion Segmentation Using Deep Learning with Auxiliary Task, 2021, Journal of Imaging
  • Automatic skin lesion classification based on mid-level feature learning, 2020, Computerized Medical Imaging and Graphics
  • Review of ASIC accelerators for deep neural network, 2022, Microprocessors and Microsystems
  • An unsupervised method for histological image segmentation based on tissue cluster level graph cut, 2021, Computerized Medical Imaging and Graphics
  • Detection of malignant melanoma in H&E-stained images using deep learning techniques, 2021, Tissue and Cell

Frequent co-authors in their collaborations include:

  • Naresh Jha (11 joint publications)
  • Salah Alheejawi (7 joint publications)
  • Santi P. Maity (6 joint publications)
  • Syed Mehadi (6 joint publications)
  • Richard Berendt (5 joint publications)

Mrinal Mandal's research has been published prominently in venues such as:

  • Computerized Medical Imaging and Graphics (3 publications)
  • Journal of Imaging (2 publications)
  • Automation in Construction (2 publications)
  • Microprocessors and Microsystems (1 publication)
  • Tissue and Cell (1 publication)

Best Publications

  • Efficient magnetic localization and orientation technique for capsule endoscopy

    Chao Hu;Max Qinghu Meng;M. Mandal

  • Image indexing using moments and wavelets

    M.K. Mandal;T. Aboulnasr;S. Panchanathan

  • Error resiliency schemes in H.264/AVC standard

    Sunil Kumar;Liyang Xu;Mrinal K. Mandal;Sethuraman Panchanathan

  • A critical evaluation of image and video indexing techniques in the compressed domain

    Mrinal K. Mandal;Fayez M. Idris;Sethuraman Panchanathan;Sethuraman Panchanathan

  • VLSI implementation of discrete wavelet transform

    A. Grzeszczak;M.K. Mandal;S. Panchanathan

  • Efficient architectures for 1-D and 2-D lifting-based wavelet transforms

    Unknown

  • Computer-Aided Bleeding Detection in WCE Video

    Yanan Fu;Wei Zhang;Mrinal Mandal;Max Q.-H Meng

  • A Linear Algorithm for Tracing Magnet Position and Orientation by Using Three-Axis Magnetic Sensors

    Chao Hu;M.Q.-H. Meng;M. Mandal

  • Fast Wavelet Histogram Techniques for Image Indexing

    M.K. Mandal;T. Aboulnasr;S. Panchanathan

  • Continuous and Discrete Time Signals and Systems

    Mrinal Mandal

  • Prioritized region of interest coding in JPEG2000

    V. Sanchez;A. Basu;M.K. Mandal

  • An edge-region force guided active shape approach for automatic lung field detection in chest radiographs

    Tao Xu;Mrinal K. Mandal;Richard Long;Irene Cheng

  • Multimedia Signals and Systems

    Mrinal Kr Mandal

  • Human Activity Recognition Based on Silhouette Directionality

    M. Singh;A. Basu;M.K. Mandal

  • Skin Lesion Segmentation Using Deep Learning with Auxiliary Task

    Lina Liu;Ying Y. Tsui;Mrinal Mandal

  • Automatic Nuclei Detection Based on Generalized Laplacian of Gaussian Filters

    Hongming Xu;Cheng Lu;Richard Berendt;Naresh Jha

  • An efficient technique for nuclei segmentation based on ellipse descriptor analysis and improved seed detection algorithm.

    Hongming Xu;Cheng Lu;Mrinal K. Mandal

  • Toward Automatic Mitotic Cell Detection and Segmentation in Multispectral Histopathological Images

    Cheng Lu;Mrinal Mandal

  • Efficient Linear Algorithm for Magnetic Localization and Orientation in Capsule Endoscopy

    Chao Hu;M.Q.-H. Meng;M. Mandal

  • Automated analysis and diagnosis of skin melanoma on whole slide histopathological images

    Cheng Lu;Mrinal Mandal

  • The Calibration of 3-Axis Magnetic Sensor Array System for Tracking Wireless Capsule Endoscope

    Chao Hu;M.Q.H. Meng;M. Mandal

  • Novel coarse-to-fine dual scale technique for tuberculosis cavity detection in chest radiographs

    Tao Xu;Irene Cheng;Richard Long;Mrinal K. Mandal

Frequent Co-Authors

Anup Basu
Anup Basu University of Alberta
Sethuraman Panchanathan
Sethuraman Panchanathan Arizona State University
Max Q.-H. Meng
Max Q.-H. Meng Southern University of Science and Technology
Thomas Sikora
Thomas Sikora Technical University of Berlin
Lichao Mou
Lichao Mou Technical University of Munich
Xiao Xiang Zhu
Xiao Xiang Zhu Technical University of Munich
Ajoy Kumar Ray
Ajoy Kumar Ray Indian Institute of Technology Kharagpur
Peter X. Liu
Peter X. Liu Carleton University
Yindi Jing
Yindi Jing University of Alberta
Anant Madabhushi
Anant Madabhushi Emory University

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