Deponker Sarker Depto

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

Conferences

TRB 2027

A Modular Video Analytics Framework for Quantifying Pedestrian1 Responses to Vehicle Non-Yielding at Crosswalks

Deponker Sarker Depto, Mina Sartipi, Hoang H. Nguyen

Transportation Research Board (TRB) Annual Meeting, 2027. Poster Presentation.

Poster
TRB 2026

Toward Safer Streets: Novel Federated Learning Strategies for Vulnerable Road User Trajectory Forecasting

Deponker Sarker Depto, Emiliano de la Garza Villarreal, Tam Bang, Mina Sartipi, Toru Hirano, Yunfei Xu, Hoang H. Nguyen

Transportation Research Board (TRB) Annual Meeting, 2026. Poster Presentation.

PDF Poster TRB Online Archive
TRB 2026

Real-Time Edge-Based Multi-Sensor Fusion for Vulnerable Road User Safety at Urban Intersections

Tam Bang, Hoang H. Nguyen, Deponker Sarker Depto, Lei Cheng, Lihao Guo, Siyang Cao, Tianya Zhang, Austin Harris, Mina Sartipi,

Transportation Research Board (TRB) Annual Meeting, 2026. (Lectern Session).

TRB Online Archive

Journals

Engineering Reports

Understanding When Attention Helps: A Systematic Empirical Study of Attention Mechanisms in Medical Image Classification
Nujhat Raisa Arpa, Mahtab Newaz, Md. Mazharul Islam Nibir, Ramisa Lamya, Deponker Sarker Depto, M. R. C. Mahdy
Engineering Reports, 2026.
PDF Code

CIBM

Quantifying imbalanced classification methods for leukemia detection
Deponker Sarker Depto, Md Mashfiq Rizvee, Aimon Rahman, Hasib Zunair, M Sohel Rahman, MRC Mahdy
Computers in Biology and Medicine, 2022.
PDF Code

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