Publications

Peer-reviewed papers, posters, and preprints across computer-vision venues.

Year

Type

2026

6 papers

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 @ ECCV2026

PDF Code Dataset

Journal

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 Technology2026

PDF Code DOI

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 @ CVPR2026

PDF arXiv Code

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 Workshops2026Oral Presentation

PDF arXiv

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 @ ICPR2026

arXiv Website Code

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 @ WACV2026

PDF arXiv Code

2025

6 papers

Conference

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 Workshop2025Oral PresentationBest Paper Nomination

PDF arXiv Website Code

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 Workshop2025Oral Presentation

PDF arXiv Website Code Dataset

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

ISVC2025

PDF arXiv Code

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 Workshop2025

PDF

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 Reports2025

Code DOI

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 Processing2025

Website Code Dataset DOI

2024

4 papers

Conference

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

ICMLA2024

arXiv DOI

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 Workshop2024Oral Presentation

arXiv Website Code DOI

Journal

Detection and Classification of Cannabis Seeds Using RetinaNet and Faster R-CNN

Taminul Islam, Toqi Tahamid Sarker, Khaled R. Ahmed, and Naoufal Lakhssassi

Seeds2024

DOI

Conference

Cannabis Seed Variant Detection Using Faster R-CNN

Toqi Tahamid Sarker, Taminul Islam, and Khaled R. Ahmed

ICACCS2024

arXiv DOI

2019

1 paper

Conference

Solar Event Tracking with Deep Regression Networks: A Proof of Concept Evaluation

Toqi Tahamid Sarker and Juan M. Banda

IEEE Big Data2019

arXiv Code DOI