Kwabena Sarpong

18 papers A 1B 1Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Advances in machine learning for wetland classification: a comprehensive survey of methods and applications.
Artif. Intell. Rev.
Derrick Effah, Ali Zia, Mohammad Awrangjeb, Yongsheng Gao, Kwabena Sarpong
2026 J jnl
LCMDSCov: A lightweight hybrid COVID-19 classification framework using chest X-ray and CT medical images.
Biomed. Signal Process. Control.
Daniel Addo, Mugahed A. Al-antari, Kun She, Weidong Wang, Obed Tettey Nartey, Ali Alqahtani, Kwabena Sarpong, Chiagoziem Chima Ukwuoma
2025 J jnl
Dual spectral-spatial residual adaptive network for hyperspectral image classification in the presence of noisy labels.
Eng. Appl. Artif. Intell.
Kwabena Sarpong, Mohammad Awrangjeb, Md. Saiful Islam
2025 J jnl
Enhancing histopathological medical image classification for Early cancer diagnosis using deep learning and explainable AI - LIME & SHAP.
Biomed. Signal Process. Control.
Chiagoziem Chima Ukwuoma, Dongsheng Cai, Ebere Eziefuna, Ariyo Oluwasanmi, Sabirin F. Abdi, Gladys Wavinya Muoka, Dara Thomas, Kwabena Sarpong
2025 J jnl
Masked hybrid attention with Laplacian query fusion and tripartite sequence matching for medical image segmentation.
Neural Comput. Appl.
Favour Ekong, Yongbin Yu, Rutherford Agbeshi Patamia, Kwabena Sarpong, Chiagoziem Chima Ukwuoma, Xiangxiang Wang, Akpanika Robert Ukot, JingYe Cai
2025 A conf
Pixel-Wise Shuffling with Collaborative Sparsity for Melanoma Hyperspectral Image Classification.
WACV
Favour Ekong, Jun Zhou, Kwabena Sarpong, Yongsheng Gao
2025 J jnl
Self-Correlation Network With Triple Contrastive Learning for Hyperspectral Image Classification With Noisy Labels.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Kwabena Sarpong, Mohammad Awrangjeb, Md. Saiful Islam, Islam Helmy
2024 J jnl
CNN-GRU-FF: a double-layer feature fusion-based network intrusion detection system using convolutional neural network and gated recurrent units.
Complex Intell. Syst.
Yakubu Imrana, Yanping Xiang, Liaqat Ali, Adeeb Noor, Kwabena Sarpong, Muhammed Amin Abdullah
2024 J jnl
Hazy to hazy free: A comprehensive survey of multi-image, single-image, and CNN-based algorithms for dehazing.
Comput. Sci. Rev.
Jehoiada Kofi Jackson, Kwame Opuni-Boachie Obour Agyekum, Kwabena Sarpong, Chiagoziem Chima Ukwuoma, Rutherford Agbeshi Patamia, Zhiguang Qin
2024 J jnl
Hyperspectral image classification using Second-Order Pooling with Graph Residual Unit Network.
Expert Syst. Appl.
Kwabena Sarpong, Zhiguang Qin, Rajab Ssemwogerere, Rutherford Agbeshi Patamia, Asha Mzee Khamis, Enoch Opanin Gyamfi, Favour Ekong, Chiagoziem Chima Ukwuoma
2024 J jnl
Recent methodological advances in federated learning for healthcare.
Patterns
Fan Zhang, Daniel Kreuter, Yichen Chen, Sören Dittmer, Samuel Tull, Tolou Shadbahr, Martijn Schut, Folkert W. Asselbergs, Sujoy Kar, Suthesh Sivapalaratnam, Sophie Williams, Mickey Koh, Yvonne Henskens, Bart de Wit, Umberto D'alessandro, Bubacarr Bah, Ousman Secka, Parashkev Nachev, Rajeev Gupta, Sara Trompeter, Nancy Boeckx, Christine van Laer, Gordon A. Awandare, Kwabena Sarpong, Lucas Amenga-Etego, Mathie P. G. Leers, Mirelle Huijskens, Samuel McDermott, Willem H. Ouwehand, Jacobus Preller, James H. F. Rudd, John A. D. Aston, Carola-Bibiane Schönlieb, Nicholas S. Gleadall, Michael Roberts
2024 J jnl
RetVes segmentation: A pseudo-labeling and feature knowledge distillation optimization technique for retinal vessel channel enhancement.
Comput. Biol. Medicine
Favour Ekong, Yongbin Yu, Rutherford Agbeshi Patamia, Kwabena Sarpong, Chiagoziem Chima Ukwuoma, Akpanika Robert Ukot, JingYe Cai
2023 B conf
Multimodal Speech Emotion Recognition Using Modality-Specific Self-Supervised Frameworks.
SMC
Rutherford Agbeshi Patamia, Paulo E. Santos, Kingsley Nketia Acheampong, Favour Ekong, Kwabena Sarpong, She Kun
2023 J jnl
Multimodal Speech Emotion Recognition Using Modality-specific Self-Supervised Frameworks.
CoRR
Rutherford Agbeshi Patamia, Paulo E. Santos, Kingsley Nketia Acheampong, Favour Ekong, Kwabena Sarpong, She Kun
2023 J jnl
PiCovS: Pixel-Level With Covariance Pooling Feature and Superpixel-Level Feature Fusion for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Obed Tettey Nartey, Kwabena Sarpong, Daniel Addo, Yunbo Rao, Zhiguang Qin
2023 J jnl
Reseed Skipping of Linear Congruential Generator for Multi-level Image Steganography Security of Financial Data.
SN Comput. Sci.
Juliana Mantebea Danso, Yaw Marfo Missah, Enoch Opanin Gyamfi, Stephen Dankwa, Kwabena Sarpong
2022 J jnl
Classification from Sky: A Robust Remote Sensing Time Series Image Classification Using Spatial Encoder and Multi-Fast Channel Attention.
J. King Saud Univ. Comput. Inf. Sci.
Kwabena Sarpong, Jehoiada Kofi Jackson, Derrick Effah, Daniel Addo, Sophyani Banaamwini Yussif, Mohammad Awrangjeb, Rutherford Agbeshi Patamia, Juliana Mantebea Danso, Zhiguang Qin
2021 — conf
Perfecting Short-term Stock Predictions with Multi-Attention Networks in Noise-free Settings.
CONF-CDS
Kwabena Sarpong, Bei Hui, Xue Zhou, Rutherford Agbeshi Patamia, Edwin Kwadwo Tenagyei