Conference
FryNet: Dual-Stream Adversarial Fusion for Non-Destructive Frying Oil Oxidation Assessment
Khaled R. Ahmed, Toqi Tahamid Sarker, Taminul Islam, Tamany M. Alanezi, and Amer AbuGhazaleh
CVPR WorkshopsOral Presentation
Publications
Peer-reviewed papers, posters, and preprints across computer-vision venues.
Year
Type
2026
3 papersConference
WeedRepFormer: Reparameterizable Vision Transformers for Real-Time Waterhemp Segmentation and Gender Classification
T. T. Sarker, T. Islam, K. R. Ahmed, C. B. Rankrape, K. E. Creager, and K. Gage
arXiv preprint arXiv:2601.03431
Conference
FUME: Fused Unified Multi-Gas Emission Network for Livestock Rumen Acidosis Detection
T. Islam, T. T. Sarker, M. Embaby, K. R. Ahmed, and A. AbuGhazaleh
HARVEST-Vision @ WACV
2025
6 papersConference
GasTwinFormer: A Hybrid Vision Transformer for Livestock Methane Emission Segmentation and Dietary Classification in Optical Gas Imaging
T. T. Sarker, M. G. Embaby, T. Islam, A. AbuGhazaleh, and K. Ahmed
ICCV WorkshopOral PresentationBest Paper Nomination
Conference
WeedSense: Multi-Task Learning for Weed Segmentation, Height Estimation, and Growth Stage Classification
T. T. Sarker, K. Ahmed, T. Islam, C. B. Rankrape, and K. Gage
ICCV WorkshopOral Presentation
Conference
CarboFormer: A Lightweight Semantic Segmentation Architecture for Efficient Carbon Dioxide Detection Using Optical Gas Imaging
T. Islam, T. T. Sarker, M. G. Embaby, K. R. Ahmed, and A. AbuGhazaleh
ISVC
Conference
SoyStageNet: Balancing Accuracy and Efficiency for Real-Time Soybean Growth Stage Detection
A. Lakhssassi, T. T. Sarker, K. Ahmed, N. Lakhssassi, and K. Meksem
CVPR Workshop
Journal
WeedSwin hierarchical vision transformer with SAM-2 for multi-stage weed detection and classification
T. Islam, T. T. Sarker, K. R. Ahmed, C. B. Rankrape, and K. Gage
Scientific Reports
Journal
Optical gas imaging and deep learning for quantifying enteric methane emissions from rumen fermentation in vitro
M. G. Embaby, T. T. Sarker, A. AbuGhazaleh, and K. R. Ahmed
IET Image Processing
2024
4 papersConference
WeedVision: Multi-Stage Growth and Classification of Weeds using DETR and RetinaNet for Precision Agriculture
T. Islam, T. T. Sarker, K. R. Ahmed, C. B. Rankrape, and K. Gage
ICMLA
Conference
Gasformer: A Transformer-based Architecture for Segmenting Methane Emissions from Livestock in Optical Gas Imaging
T. T. Sarker, M. G. Embaby, K. R. Ahmed, and A. AbuGhazaleh
CVPR WorkshopOral Presentation
Journal
Detection and Classification of Cannabis Seeds Using RetinaNet and Faster R-CNN
T. Islam, T. T. Sarker, K. R. Ahmed, and N. Lakhssassi
Seeds
Conference
Cannabis Seed Variant Detection Using Faster R-CNN
T. T. Sarker, T. Islam, and K. R. Ahmed
ICACCS