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Dipendra J. Mandal

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Dipendra J. Mandal

Postdoctoral Fellow
Department of Computer Science
Faculty of Information Technology and Electrical Engineering

dipendra.mandal@ntnu.no
+4796663410 A228, Ametystbygget, Gjøvik
Google Scholar
About Publications Outreach

About

Dipendra Mandal has a B.E. (2010) and M.S. (2017) degrees in Electrical and Electronic Engineering from Kathmandu University, Nepal. He was an Erasmus Mundus exchange student at University Lumière Lyon 2, France, from 2017 to 2018. In 2023, he completed his Ph.D. in Computer Science at the Norwegian University of Science and Technology (NTNU), Norway, under the Marie Curie Fellowship as part of the CHANGE-ITN program. 

Currently a Postdoctoral Fellow at Colorlab, Department of Computer Science, NTNU, his research focuses on image processing and perception, particularly texture analysis. This includes designing and developing psychovisual studies to explore human texture perception and its correlation with machine-based analysis.

Competencies

  • Cultural Heritage Digitization
  • Image Processing
  • Image Quality
  • Machine Learning.
  • Spectral Imaging
  • Texture Analysis

Publications

  • Chronological
  • By category
  • All publications registered in NVA

2025

  • Mandal, Dipendra Jee; Deborah, Hilda; Storeide, Markus Sebastian Bakken. (2025) Metrology-Based Statistical Framework for Monitoring Changes in Hyperspectral Datasets of Artworks. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article

2024

  • Mandal, Dipendra Jee; Deborah, Hilda; Tobing, Tabita Anggraini Meilita Lumban; Janiszewski, Mateusz; Tanaka, James W.; Lawrance, Anna. (2024) Comprehensive Evaluation of ImageNet-Trained CNNs for Texture-Based Rock Classification. IEEE Access
    Academic article

2023

  • Mandal, Dipendra Jee; Deborah, Hilda; George, Sony; Hardeberg, Jon Yngve. (2023) Unsupervised Clustering for Works of Art Using Hyperspectral Imaging: A Case Study on Edvard Munch's Self-Portrait (1905). Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Mandal, Dipendra Jee; Pedersen, Marius; George, Sony; Boust, Clotilde. (2023) Comparison of Pigment Classification Algorithms on Non-Flat Surfaces using Hyperspectral Imaging. Journal of Imaging Science and Technology
    Academic article
  • Mandal, Dipendra Jee; Pedersen, Marius; George, Sony; Deborah, Hilda; Boust, Clotilde. (2023) An Experiment-based Comparative Analysis of Pigment Classification Algorithms using Hyperspectral Imaging. Journal of Imaging Science and Technology
    Academic article
  • Mandal, Dipendra Jee; Pedersen, Marius; George, Sony; Boust, Clotilde. (2023) Image Quality Assessment of Hyperspectral and Conventional Imaging for Cultural Heritage Artifacts. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
    Doctoral dissertation
  • Mandal, Dipendra Jee; Deborah, Hilda; Pedersen, Marius. (2023) Subjective Quality Evaluation of Alternative Imaging Techniques for Microfiche Digitization. Journal of Cultural Heritage
    Academic article

2022

  • Kadyrova, Altynay; Pedersen, Marius; Ahmad, Bilal; Mandal, Dipendra Jee; Nguyen, Mathieu; Zimmermann, Pauline Hardeberg. (2022) Image enhancement dataset for evaluation of image quality metrics. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article

2021

  • Deborah, Hilda; Mandal, Dipendra Jee. (2021) Evaluation of Text Legibility in Alternative Imaging Approaches to Microfiche Digitization. Archiving Conference
    Academic article
  • Mandal, Dipendra Jee; George, Sony; Pedersen, Marius; Boust, Clotilde. (2021) Influence of acquisition parameters on pigment classification using hyperspectral imaging. Journal of Imaging Science and Technology
    Academic article

Journal publications

  • Mandal, Dipendra Jee; Deborah, Hilda; Storeide, Markus Sebastian Bakken. (2025) Metrology-Based Statistical Framework for Monitoring Changes in Hyperspectral Datasets of Artworks. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Mandal, Dipendra Jee; Deborah, Hilda; Tobing, Tabita Anggraini Meilita Lumban; Janiszewski, Mateusz; Tanaka, James W.; Lawrance, Anna. (2024) Comprehensive Evaluation of ImageNet-Trained CNNs for Texture-Based Rock Classification. IEEE Access
    Academic article
  • Mandal, Dipendra Jee; Deborah, Hilda; George, Sony; Hardeberg, Jon Yngve. (2023) Unsupervised Clustering for Works of Art Using Hyperspectral Imaging: A Case Study on Edvard Munch's Self-Portrait (1905). Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Mandal, Dipendra Jee; Pedersen, Marius; George, Sony; Boust, Clotilde. (2023) Comparison of Pigment Classification Algorithms on Non-Flat Surfaces using Hyperspectral Imaging. Journal of Imaging Science and Technology
    Academic article
  • Mandal, Dipendra Jee; Pedersen, Marius; George, Sony; Deborah, Hilda; Boust, Clotilde. (2023) An Experiment-based Comparative Analysis of Pigment Classification Algorithms using Hyperspectral Imaging. Journal of Imaging Science and Technology
    Academic article
  • Mandal, Dipendra Jee; Deborah, Hilda; Pedersen, Marius. (2023) Subjective Quality Evaluation of Alternative Imaging Techniques for Microfiche Digitization. Journal of Cultural Heritage
    Academic article
  • Kadyrova, Altynay; Pedersen, Marius; Ahmad, Bilal; Mandal, Dipendra Jee; Nguyen, Mathieu; Zimmermann, Pauline Hardeberg. (2022) Image enhancement dataset for evaluation of image quality metrics. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Deborah, Hilda; Mandal, Dipendra Jee. (2021) Evaluation of Text Legibility in Alternative Imaging Approaches to Microfiche Digitization. Archiving Conference
    Academic article
  • Mandal, Dipendra Jee; George, Sony; Pedersen, Marius; Boust, Clotilde. (2021) Influence of acquisition parameters on pigment classification using hyperspectral imaging. Journal of Imaging Science and Technology
    Academic article

Report

  • Mandal, Dipendra Jee; Pedersen, Marius; George, Sony; Boust, Clotilde. (2023) Image Quality Assessment of Hyperspectral and Conventional Imaging for Cultural Heritage Artifacts. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
    Doctoral dissertation

Outreach

2025

  • Academic lecture
    Lawrance, Anna; Janiszewski, Mateusz; Deborah, Hilda; Fraass, Andy J.; Johannessen, Duncan; Leonard, Lucinda J.. (2025) Vision and Semantics: Insights into Rock Category Learning Among Geology Undergraduates. Vision Sciences Society Annual Meeting , St. Pete Beach, Florida, USA 2025-05-15 - 2025-05-19

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