Md. Rayhan Ahmed

16 papers Journal 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Hybrid U-Net architecture with REASPP and DenseNet for robust medical image segmentation.
Neural Comput. Appl.
Apu Bhowmick, Md. Rayhan Ahmed, Md. Ashif Mahmud Joy, Mahmud Hasan
2026 J jnl
Remote Sensing Image Classification Using Deep Ensemble Learning.
CoRR
Niful Islam, Md. Rayhan Ahmed, Nur Mohammad Fahad, Salekul Islam, A. K. M. Muzahidul Islam, Saddam Hossain Mukta, Swakkhar Shatabda
2025 J jnl
A context-aware multi-stream attentive convolutional neural network for surface defect segmentation.
Inf. Sci.
Md. Rayhan Ahmed, Patricia Lasserre
2025 J jnl
FusionSegNet: A Hierarchical Multi-Axis Attention and gated feature fusion network for breast lesion segmentation with uncertainty modeling in ultrasound imaging.
Inf. Fusion
Md. Rayhan Ahmed, Patricia Lasserre
2025 J jnl
Integrating lightweight convolutional neural network with entropy-informed channel attention and adaptive spatial attention for OCT-based retinal disease classification.
Comput. Biol. Medicine
Md. Rayhan Ahmed, Mohamed S. Shehata, Patricia Lasserre
2025 J jnl
Polyp segmentation in colonoscopy images using DeepLabV3++.
Comput. Biol. Medicine
Al Mohimanul Islam, Sadia Shakiba Bhuiyan, Mysun Mashira, Md. Rayhan Ahmed, Salekul Islam, Swakkhar Shatabda
2024 J jnl
Enhanced Speech Emotion Recognition with Efficient Channel Attention Guided Deep CNN-BiLSTM Framework.
CoRR
Niloy Kumar Kundu, Sarah Kobir, Md. Rayhan Ahmed, Tahmina Aktar, Niloya Roy
2024 J jnl
Polyp segmentation in colonoscopy images using DeepLabV3++.
CoRR
Al Mohimanul Islam, Sadia Shakiba Bhuiyan, Mysun Mashira, Md. Rayhan Ahmed, Salekul Islam, Swakkhar Shatabda
2023 J jnl
An ensemble 1D-CNN-LSTM-GRU model with data augmentation for speech emotion recognition.
Expert Syst. Appl.
Md. Rayhan Ahmed, Salekul Islam, A. K. M. Muzahidul Islam, Swakkhar Shatabda
2023 J jnl
DOLG-NeXt: Convolutional neural network with deep orthogonal fusion of local and global features for biomedical image segmentation.
Neurocomputing
Md. Rayhan Ahmed, Md. Asif Iqbal Fahim, A. K. M. Muzahidul Islam, Salekul Islam, Swakkhar Shatabda
2023 J jnl
DoubleU-NetPlus: a novel attention and context-guided dual U-Net with multi-scale residual feature fusion network for semantic segmentation of medical images.
Neural Comput. Appl.
Md. Rayhan Ahmed, Adnan Ferdous Ashrafi, Raihan Uddin Ahmed, Swakkhar Shatabda, A. K. M. Muzahidul Islam, Salekul Islam
2022 J jnl
Blockchain-Based Identity Management System and Self-Sovereign Identity Ecosystem: A Comprehensive Survey.
IEEE Access
Md. Rayhan Ahmed, A. K. M. Muzahidul Islam, Swakkhar Shatabda, Salekul Islam
2022 J jnl
Classification of Human Monkeypox Disease Using Deep Learning Models and Attention Mechanisms.
CoRR
Md. Enamul Haque, Md. Rayhan Ahmed, Razia Sultana Nila, Salekul Islam
2022 J jnl
DoubleU-NetPlus: A Novel Attention and Context Guided Dual U-Net with Multi-Scale Residual Feature Fusion Network for Semantic Segmentation of Medical Images.
CoRR
Md. Rayhan Ahmed, Adnan Ferdous Ashrafi, Raihan Uddin Ahmed, Swakkhar Shatabda, A. K. M. Muzahidul Islam, Salekul Islam
2022 J jnl
MCFFA-Net: Multi-Contextual Feature Fusion and Attention Guided Network for Apple Foliar Disease Classification.
CoRR
Md. Rayhan Ahmed, Adnan Ferdous Ashrafi, Raihan Uddin Ahmed, Tanveer Ahmed
2021 J jnl
An Ensemble 1D-CNN-LSTM-GRU Model with Data Augmentation for Speech Emotion Recognition.
CoRR
Md. Rayhan Ahmed, Salekul Islam, A. K. M. Muzahidul Islam, Swakkhar Shatabda