Faculty Details

Area of Interest: Digital Image Processing, Pattern Recognition

Area of Expertise: C Programming, Data Structures, Database Management Systems

Area of Research: Medical Image Processing

Bijoyeta Roy is Assistant Professor (Selection Grade) in the Department of Computer Science and Engineering at SMIT.

Additionally she also handles the following:

• Movie-LSTM and Lexicon Technique-Based Movie Review Analysis

  2023 | Soumyadeep Das Bhowmik, Pratima Sarkar, Bijoyeta Roy, Sourav De

  Doctoral Symposium on Intelligence Enabled Research, Springer Nature Singapore

• Transforming Multiclass to Multilabel: Advanced Approaches in Image Classification

  2024 | Ipsit Singh, Chitrapriya Ningthoujam, Vishnu Prasad Verma, Bijoyeta Roy, Chingtham Tejbanta Singh

  14th International Conference on Cloud Computing, Data Science & Engineering (Confluence), IEEE, pp. 458-463

• Melanoma Cell Detection by Using K-means Clustering Segmentation and Abnormal Cell Detection Technique

  2022 | Pratima Sarkar, Bijoyeta Roy, Mousumi Gupta, Sourav De

  Artificial Intelligence on Medical Data: Proceedings of International Symposium, ISCMM 2021, Springer Nature Singapore, pp. 193-202

• Serial Section Histopathology Image Dataset of Colon and Pancreas Tissue Captured Through Light Microscope

  2024 | Bijoyeta Roy, Mousumi Gupta, Bidyut Krishna Goswami

  Data in Brief, Vol. 54, pp. 110429 [Indexed in E-SCI, Impact Factor: 1.48 (2023)]

• Revolutionizing Colon Histopathology Glandular Segmentation Using an Ensemble Network with Watershed Algorithm

  2024 | Bijoyeta Roy, Mousumi Gupta, Bidyut Krishna Goswami

  International Journal of Imaging Systems and Technology, Vol. 34, No. 5 [Indexed in SCI, Impact Factor: 3.0]

• 3D Reconstruction of Light Microscopic Images and Its Significance for Better Clinical Decisions: A Systematic Review Emphasizing Gastric Histopathology

  2024 | Bijoyeta Roy, Mousumi Gupta, Bidyut Krishna Goswami

  IEEE Access, Vol. 12, pp. 93957-93974 [Indexed in SCI, Impact Factor: 3.43 (2023)]

• Experimental Analysis of Feature-Based Image Registration Methods in Combination with Different Outlier Rejection Algorithms for Histopathological Images

  2023 | Pritika Adhikary, Bijoyeta Roy, Mousumi Gupta, Om Sinkar, Chitrapriya Ningthoujam

  Engineering Proceedings, MDPI, Vol. 59, Issue 1, pp. 121 [Proceedings Journal of MDPI, Indexed in Scopus]

• Enhancing Assamese Word Recognition for CBIR: A Comparative Study of Ensemble Methods and Feature Extraction Techniques

  2023 | Naiwrita Bora, Udayan Baruah, Barnali Dey, Merin Thomas, Bijoyeta Roy, Amrita Biswas

  International Journal of Advanced Computer Science & Applications, Vol. 14, No. 12

• Target Detection in Brain MRI and its Classification

  2020 | Bijoyeta Roy, Mousumi Gupta, Abhishek Kumar, Sweta

  4th International Conference on Communication, Devices and Networking (ICCDN 2020) - Accepted. International / Scopus Indexed. Yet to be published.

• Assessment of Object Oriented Metrics for Software Reliability

  June 29, 2015 | Bijoyeta Roy, Santanu Kumar Misra

  International Journal of Engineering Research & Technology (IJERT), Vol. 4 - Issue 01

• Design and strategies of online voting system

  May 30, 2016 | Bijoyeta Roy, Sayan Mazumdar

  International Journal of Computer Applications (0975 - 8887) Volume 142 - No.7

• SIMBA-Search Images By Appearance

  April 29, 2016 | Bijoyeta Roy, Mrinaldeep Chakraborty

  International Journal of Advanced Research in Computer and Communication Engineering (IJARCCE) Vol. 4, Issue 4

• Segmentation of images using density based clustering algorithms

  July 30, 2015 | Bijoyeta Roy, Atrayee Dhua, Debjani Nath Sharma, Sneha Singh

  International Journal of Advanced Research in Computer and Communication Engineering (IJARCCE) Vol. 4, Issue 5

• Performance Analysis of Subspace Clustering Algorithms in Biological Data

  June 29, 2015 | Bijoyeta Roy, Shilpi Chakraborty

  International Journal of Advanced Research in Computer and Communication Engineering (IJARCCE) Vol. 4, Issue 2

• Assessment of Object Oriented Metrics for Software Reliability

  June 29, 2015 | Bijoyeta Roy, Santanu Kumar Misra

  International Journal of Engineering Research & Technology (IJERT), Vol. 4 - Issue 01

• Software Project Selection Under Requirement Perspective

  June 29, 2014 | Bijoyeta Roy, Santanu Kumar Misra

  International Journal For Research In Applied Science and Engineering Technology (IJRASET), Vol 2, Issue 3

• A Quantitative Analysis of NHPP Based Software Reliability Growth Models

  July 30, 2014 | Bijoyeta Roy, Santanu Kumar Misra, Aradhana Basak, Aparupa Roy, Deyasini Hazra

  International Journal of Innovative Research in Computer and Communication Engineering (IJIRCCE), Vol. 2, Issue 1

• A Decision Support System for Project Selection in the Utopian Environment

  September 29, 2013 | Bijoyeta Roy, Santanu Kumar Misra, Amitava Roy

  International Journal of Computer Information Systems (IJCIS), Vol. 6, No.3

• An Integrated DEMATEL and AHP Approach for Personnel Estimation

  October 30, 2012 | Bijoyeta Roy, Santanu Kumar Misra, Preeti Gupta, Neha Akangsha Goswami

  International Journal of Computer Science and Information Technology & Security (IJCSITS), ISSN: 2249-9555 Vol. 2, No.6

• A Survey on Dynamic Hand Gesture for Number Recognition

  Bijoyeta Roy, Manju Agarwal, Ratika Pradhan, Bijoyeta Roy

  IJCA Proceedings on International Conference on Computing and Communication ICCC 2016 (1):31-34, September 2016

• A Brief Survey on Data Integrity and Compression in Cloud Computing

  Bijoyeta Roy, Abhijit Choudhury, Santanu Kr. Misra, Bijoyeta Roy

  IJCA, Volume 156 - No.13, December 2016

• Data Integrity and Compression in Cloud Computing

  Bijoyeta Roy, Abhijit Choudhury, Santanu Kr. Misra, Bijoyeta Roy

  IJCA, Volume 168 - No.13, June 2017

• Target Detection in Brain MRI and its Classification

  Bijoyeta Roy, Bijoyeta Roy, Mousumi Gupta, Abhishek Kumar, Sweta

  4th International Conference on Communication, Devices and Networking (ICCDN 2020) (Accepted). International/Scopus Indexed Yet to be published

• MUS EMO: An Automated Facial Recognition Based Music Recommendation System Using CNN

  Bijoyeta Roy, Shubham Mittal, Anand Ranjan, Bijoyeta Roy

  4th International Conference on Communication, Devices and Networking (ICCDN 2020) (Accepted). International/Scopus Indexed Yet to be published

• MRI Image Reconstruction through Contour Interpolation

  Bijoyeta Roy, Bijoyeta Roy, Shivank Goel, Mousumi Gupta

  International Conference on Innovation in Modern Science and Technology, Learning and Analytics in Intelligent Systems (LAIS, Springer, 2019). International/Scopus Indexed | DOI: 10.1007/978-3-030-42363-6_36

• Macroscopic Reconstruction of Histopathology Images-A Survey

  Bijoyeta Roy, Bijoyeta Roy, Mousumi Gupta

  International Symposium on Computer Vision and Machine Intelligence in Medical Image Analysis, 2019. International/Scopus | DOI: 10.1007/978-981-13-8798-2_11

• Fish Classification Using CNN and Logistic Regression from Underwater Images

  Bijoyeta Roy, Gupta, Pratick, Pratima Sarkar, Shivam Kumar

  International Conference on Advanced Computational and Communication Paradigms, pp. 415-424. Singapore: Springer Nature Singapore, 2023

• Automated Nuclei Analysis from Digital Histopathology

  Bijoyeta Roy, Pratima Sarkar, Mousumi Gupta

  2023 International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC). IEEE, 2023