Publications

IRRISIGHT: A Large-Scale Multimodal Dataset and Scalable Pipeline to Address Irrigation and Water Management in Agriculture

Nibir Chandra Mandal^*, Oishee Bintey Hoque^*, Mandy L. Wilson, Samarth Swarup, Sayjro K. Nouwakpo, Abhijin Adiga, Madhav Marathe

NeurIPS 2025

IGraSS: Learning to Identify Infrastructure Networks from Satellite Imagery by Iterative Graph-constrained Semantic Segmentation

Oishee Bintey Hoque, Abhijin Adiga, Aniruddha Adiga, Siddharth Chaudhary, Madhav V. Marathe, S. S. Ravi, Kirti Rajagopalan, Amanda Wilson, Samarth Swarup

IJCAI 2025

Knowledge-Informed Deep Learning for Irrigation Type Mapping from Remote Sensing

Oishee Bintey Hoque^* Nibir Chandra Mandal^*, Abhijin Adiga, Samarth Swarup, Sayjro K. Nouwakpo, Amanda Wilson, Madhav Marathe

IJCAI 2025

IrrMap: A Large-Scale Comprehensive Dataset for Irrigation Method Mapping

Nibir Chandra Mandal^*, Oishee Bintey Hoque^*, Abhijin Adiga, Samarth Swarup, Mandy L. Wilson, Lu Feng, Yangfeng Ji, Miaomiao Zhang, Geoffrey Fox, Madhav Marathe

KDD 2025

CAFOSat: A Strongly Annotated Dataset for Infrastructure-Aware CAFO Mapping Using High-Resolution Imagery

Oishee Bintey Hoque^*, Nibir Chandra Mandal^*, Mandy L. Wilson, Samarth Swarup, Madhav Marathe, Abhijin Adiga,

Under Review (2025)

PRISM-CAFO: Prior-conditioned remote-sensing infrastructure segmentation and mapping for CAFOs

Oishee Bintey Hoque, Nibir Chandra Mandal, Kyle Luong, Mandy L. Wilson, Samarth Swarup, Madhav Marathe, Abhijin Adiga

Under Review (2025)

IrrNet: Advancing Irrigation Mapping with Incremental Patch Size Training on Remote Sensing Imagery

COVID-19 non-pharmaceutical interventions: data annotation for rapidly changing local policy information

Automated COVID-19 Detection from Chest X-Ray Images: A High Resolution Network (HRNet) Approach

Sifat Ahmed, Tonmoy Hossain, Oishee Bintey Hoque, Sujan Sarker, Sejuti Rahman, Faisal Muhammad Shah

SN Computer Science 2021

BdSL36: A Dataset for Bangladeshi Sign Letters Recognition

Real Time Bangladeshi Sign Language Detection using Faster R-CNN

Oishee Bintey Hoque, Mohammad Imrul Jubair, Al-Farabi Akash, Md. Saiful Islam

ICIET 2018