Conference
Reference-Conditioned Distance Intervals on Unseen Camera Traps
Toqi Tahamid Sarker, Taminul Islam, Seth J. Morelock, Guillaume Bastille-Rousseau, and Khaled R. Ahmed
CV4E @ ECCV
Publications
Peer-reviewed papers, posters, and preprints across computer-vision venues.
Year
Type
2026
6 papersJournal
VLMDual: A Vision-Language Distillation Framework for Joint Classification and Plume Segmentation in Rumen Acidosis Detection
Taminul Islam, Toqi Tahamid Sarker, Mohamed G. Embaby, Khaled R. Ahmed, and Amer AbuGhazaleh
Smart Agricultural Technology
Conference
TRACE: Thermal Recognition Attentive-Framework for CO2 Emissions from Livestock
Taminul Islam, Abdellah Lakhssassi, Toqi Tahamid Sarker, Mohamed G. Embaby, Khaled R. Ahmed, and Amer AbuGhazaleh
V4A @ CVPR
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
Conference
WeedRepFormer: Reparameterizable Vision Transformers for Real-Time Waterhemp Segmentation and Gender Classification
Toqi Tahamid Sarker, Taminul Islam, Khaled R. Ahmed, Cristiana Bernardi Rankrape, Kaitlin E. Creager, and Karla Gage
CVBMC @ ICPR
Conference
FUME: Fused Unified Multi-Gas Emission Network for Livestock Rumen Acidosis Detection
Taminul Islam, Toqi Tahamid Sarker, Mohamed G. Embaby, Khaled R. Ahmed, and Amer AbuGhazaleh
HARVEST-Vision @ WACV
2025
6 papersConference
GasTwinFormer: A Hybrid Vision Transformer for Livestock Methane Emission Segmentation and Dietary Classification in Optical Gas Imaging
Toqi Tahamid Sarker, Mohamed G. Embaby, Taminul Islam, Amer AbuGhazaleh, and Khaled R. Ahmed
ICCV WorkshopOral PresentationBest Paper Nomination
Conference
WeedSense: Multi-Task Learning for Weed Segmentation, Height Estimation, and Growth Stage Classification
Toqi Tahamid Sarker, Khaled R. Ahmed, Taminul Islam, Cristiana Bernardi Rankrape, and Karla Gage
ICCV WorkshopOral Presentation
Conference
CarboFormer: A Lightweight Semantic Segmentation Architecture for Efficient Carbon Dioxide Detection Using Optical Gas Imaging
Taminul Islam, Toqi Tahamid Sarker, Mohamed G. Embaby, Khaled R. Ahmed, and Amer AbuGhazaleh
ISVC
Conference
SoyStageNet: Balancing Accuracy and Efficiency for Real-Time Soybean Growth Stage Detection
Abdellah Lakhssassi, Toqi Tahamid Sarker, Khaled R. Ahmed, Naoufal Lakhssassi, and Khalid Meksem
CVPR Workshop
Journal
WeedSwin hierarchical vision transformer with SAM-2 for multi-stage weed detection and classification
Taminul Islam, Toqi Tahamid Sarker, Khaled R. Ahmed, Cristiana Bernardi Rankrape, and Karla Gage
Scientific Reports
Journal
Optical gas imaging and deep learning for quantifying enteric methane emissions from rumen fermentation in vitro
Mohamed G. Embaby, Toqi Tahamid Sarker, Amer AbuGhazaleh, and Khaled R. Ahmed
IET Image Processing
2024
4 papersConference
WeedVision: Multi-Stage Growth and Classification of Weeds using DETR and RetinaNet for Precision Agriculture
Taminul Islam, Toqi Tahamid Sarker, Khaled R. Ahmed, Cristiana Bernardi Rankrape, and Karla Gage
ICMLA
Conference
Gasformer: A Transformer-based Architecture for Segmenting Methane Emissions from Livestock in Optical Gas Imaging
Toqi Tahamid Sarker, Mohamed G. Embaby, Khaled R. Ahmed, and Amer AbuGhazaleh
CVPR WorkshopOral Presentation
Journal
Detection and Classification of Cannabis Seeds Using RetinaNet and Faster R-CNN
Taminul Islam, Toqi Tahamid Sarker, Khaled R. Ahmed, and Naoufal Lakhssassi
Seeds
Conference
Cannabis Seed Variant Detection Using Faster R-CNN
Toqi Tahamid Sarker, Taminul Islam, and Khaled R. Ahmed
ICACCS