Md. Farhadul Islam

17 papers C 2Journal 8Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Comparative Performance Analysis of Classification and Segmentation Models on Bangladeshi Pothole Dataset. CoRR Antara Firoz Parsa, S. M. Abdullah, Anika Hasan Talukder, Md. Asif Shahidullah Kabbya, Shakib Al Hasan, Md. Farhadul Islam, Jannatun Noor
2025	—	`conf`	BAMPolyp: Bi-Axial Mamba Bottleneck for Gastrointestinal Polyp Segmentation. ICCVW Md. Farhadul Islam, Tashik Ahmed, Partho Chanda, Joyanta Jyoti Mondal, Meem Arafat Manab, Sarah Zabeen, Jannatun Noor
2025	J	`jnl`	Involution fused convolution for classifying eye-tracking patterns of children with Autism Spectrum Disorder. Eng. Appl. Artif. Intell. Md. Farhadul Islam, Meem Arafat Manab, Joyanta Jyoti Mondal, Sarah Zabeen, Fardin Bin Rahman, Md. Zahidul Hasan, Farig Sadeque, Jannatun Noor
2025	J	`jnl`	Involution-Infused DenseNet with Two-Step Compression for Resource-Efficient Plant Disease Classification. CoRR Tashik Ahmed, Sumaitha Jannat, Md. Farhadul Islam, Jannatun Noor
2025	J	`jnl`	Involution-based efficient autoencoder for denoising histopathological images with enhanced hybrid feature extraction. Comput. Biol. Medicine Md. Farhadul Islam, Md. Tanzim Reza, Meem Arafat Manab, Sarah Zabeen, Md. Fahim-Ul Islam, Md. Fahim Shahriar, Mohammad Kaykobad, Md. Golam Zel Asmaul Husna, Jannatun Noor
2024	—	`conf`	Fog-Resilient Bangla Car Plate Recognition Using Dark Channel Prior and YOLO. WACV (Workshops) Hamim Ibne Nasim, Fateha Jannat Printia, Mahamudul Hasan Himel, Rubaba Rashid, Iffat Jahan Chowdhury, Joyanta Jyoti Mondal, Md. Farhadul Islam, Jannatun Noor
2024	J	`jnl`	Involution Fused ConvNet for Classifying Eye-Tracking Patterns of Children with Autism Spectrum Disorder. CoRR Md. Farhadul Islam, Meem Arafat Manab, Joyanta Jyoti Mondal, Sarah Zabeen, Fardin Bin Rahman, Md. Zahidul Hasan, Farig Sadeque, Jannatun Noor
2024	—	`conf`	Knowledge Distillation and Weight Pruning for Two-step Compression of ConvNets in Rice Leaf Disease Classification. NSysS Tashik Ahmed, Sumaitha Jannat, Abdullah Rahat, Jarin Akter Mou, Md. Farhadul Islam, Jannatun Noor
2024	J	`jnl`	Med-IC: Fusing a Single Layer Involution with Convolutions for Enhanced Medical Image Classification and Segmentation. CoRR Md. Farhadul Islam, Sarah Zabeen, Meem Arafat Manab, Mohammad Rakibul Hasan Mahin, Joyanta Jyoti Mondal, Md. Tanzim Reza, Md. Zahidul Hasan, Munima Haque, Farig Sadeque, Jannatun Noor
2024	J	`jnl`	Spatially Optimized Compact Deep Metric Learning Model for Similarity Search. CoRR Md. Farhadul Islam, Md. Tanzim Reza, Meem Arafat Manab, Mohammad Rakibul Hasan Mahin, Sarah Zabeen, Jannatun Noor
2023	—	`conf`	Classifying Corn Leaf Diseases using Ensemble Learning with Dropout and Stochastic Depth Based Convolutional Networks. ICMLT Md. Shamsul Rayhan Chy, Mohammad Rakibul Hasan Mahin, Md. Farhadul Islam, Md Sabbir Hossain, Annajiat Alim Rasel
2023	—	`conf`	Exploring Node Classification Uncertainty in Graph Neural Networks. ACM Southeast Regional Conference Md. Farhadul Islam, Sarah Zabeen, Fardin Bin Rahman, Md. Azharul Islam, Fahmid Bin Kibria, Meem Arafat Manab, Dewan Ziaul Karim, Annajiat Alim Rasel
2023	—	`conf`	Forecasting Meteorological Solar Irradiation Using Machine Learning and N-BEATS Architecture. ICMLT Md. Tawhid Anwar, Md. Farhadul Islam, Md. Golam Rabiul Alam
2023	J	`jnl`	Unmasking the Invisible: Finding Location-Specific Aggregated Air Quality Index with Smartphone-Captured Images. CoRR Joyanta Jyoti Mondal, Md. Farhadul Islam, Raima Islam, Nowsin Kabir Rhidi, A. B. M. Alim Al Islam, Meem Arafat Manab, Jannatun Noor
2022	C	`conf`	How certain are tansformers in image classification: uncertainty analysis with Monte Carlo dropout. ICMV Md. Farhadul Islam, Sarah Zabeen, Md. Azharul Islam, Fardin Bin Rahman, Anushua Ahmed, Dewan Ziaul Karim, Annajiat Alim Rasel, Meem Arafat Manab
2022	—	`conf`	Monte Carlo Dropout for Uncertainty Analysis and ECG Trace Image Classification. S+SSPR Md. Farhadul Islam, Sarah Zabeen, Md. Humaion Kabir Mehedi, Shadab Iqbal, Annajiat Alim Rasel
2022	C	`conf`	Note: Plant Leaf Disease Network (PLeaD-Net): Identifying Plant Leaf Diseases through Leveraging Limited-Resource Deep Convolutional Neural Network. COMPASS Joyanta Jyoti Mondal, Md. Farhadul Islam, Sarah Zabeen, A. B. M. Alim Al Islam, Jannatun Noor