avatar

Deponker Sarker Depto

M.S. Student
The University of Tennessee at Chattanooga
fhh758@mocs.utc.edu


About Me

I am an M.S. student in Computer Science with a concentration in Data Science at the University of Tennessee at Chattanooga, where I also work as a Graduate Research Assistant at the Center for Urban Informatics and Progress (CUIP).

Research Interests

My research interests are in computer vision and visual intelligence. I view images, videos, 3D scenes, and multimodal sensor data as different forms of visual evidence, and I aim to design algorithms/ frameworks that can extract meaningful information, reason about complex scenes, and make reliable predictions. Rather than being tied to a single application domain, my broader goal is to develop generalizable visual learning methods for reliable perception and decision-making across real-world environments.

News

Publications

  1. CIBM
    Quantifying imbalanced classification methods for leukemia detection
    Deponker Sarker Depto, Shazidur Rahman, Md Mekayel Hosen, Mst Shapna Akter, Tamanna Rahman Reme, Aimon Rahman, Hasib Zunair, M Sohel Rahman, MRC Mahdy
    Computers in Biology and Medicine, 2022.
    PDF Code

  2. Tissue and Cell
    Automatic segmentation of blood cells from microscopic slides: a comparative analysis
    Deponker Sarker Depto, Shazidur Rahman, Md Mekayel Hosen, Mst Shapna Akter, Tamanna Rahman Reme, Aimon Rahman, Hasib Zunair, M Sohel Rahman, MRC Mahdy
    Tissue and Cell , 2020.
    PDF Code

Services

Conference Reviewers