Kwabena Sarpong

According to our database, Kwabena Sarpong authored at least 18 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Advances in machine learning for wetland classification: a comprehensive survey of methods and applications.

Derrick Effah, Ali Zia, Mohammad Awrangjeb, Yongsheng Gao, Kwabena Sarpong

Artif. Intell. Rev., January, 2026

LCMDSCov: A lightweight hybrid COVID-19 classification framework using chest X-ray and CT medical images.

Daniel Addo, Mugahed A. Al-antari, Kun She, Weidong Wang, Obed Tettey Nartey, Ali Alqahtani, Kwabena Sarpong, Chiagoziem Chima Ukwuoma

Biomed. Signal Process. Control., 2026

2025

Masked hybrid attention with Laplacian query fusion and tripartite sequence matching for medical image segmentation.

Favour Ekong, Yongbin Yu, Rutherford Agbeshi Patamia, Kwabena Sarpong, Chiagoziem Chima Ukwuoma, Xiangxiang Wang, Akpanika Robert Ukot, Jingye Cai

Neural Comput. Appl., March, 2025

Self-Correlation Network With Triple Contrastive Learning for Hyperspectral Image Classification With Noisy Labels.

Kwabena Sarpong, Mohammad Awrangjeb, Md. Saiful Islam, Islam Helmy

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

Dual spectral-spatial residual adaptive network for hyperspectral image classification in the presence of noisy labels.

Kwabena Sarpong, Mohammad Awrangjeb, Md. Saiful Islam

Eng. Appl. Artif. Intell., 2025

Enhancing histopathological medical image classification for Early cancer diagnosis using deep learning and explainable AI - LIME & SHAP.

Chiagoziem Chima Ukwuoma, Dongsheng Cai, Ebere Eziefuna, Ariyo Oluwasanmi, Sabirin F. Abdi, Gladys Wavinya Muoka, Dara Thomas, Kwabena Sarpong

Biomed. Signal Process. Control., 2025

Pixel-Wise Shuffling with Collaborative Sparsity for Melanoma Hyperspectral Image Classification.

Favour Ekong, Jun Zhou, Kwabena Sarpong, Yongsheng Gao

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Weakly Supervised Pixel-Wise Classification of Hyperspectral Images with Noise-Adaptive Hybrid Attention and Triple Contrastive Learning.

Derrick Effah, Ali Zia, Mohammad Awrangjeb, Yongsheng Gao, Sarpong Kwabena

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2025

2024

Hyperspectral image classification using Second-Order Pooling with Graph Residual Unit Network.

Kwabena Sarpong, Zhiguang Qin, Rajab Ssemwogerere, Rutherford Agbeshi Patamia, Asha Mzee Khamis, Enoch Opanin Gyamfi, Favour Ekong, Chiagoziem Chima Ukwuoma

Expert Syst. Appl., March, 2024

Recent methodological advances in federated learning for healthcare.

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

Patterns, 2024

Hazy to hazy free: A comprehensive survey of multi-image, single-image, and CNN-based algorithms for dehazing.

Jehoiada Kofi Jackson, Kwame Opuni-Boachie Obour Agyekum, Kwabena Sarpong, Chiagoziem Chima Ukwuoma, Rutherford Agbeshi Patamia, Zhiguang Qin

Comput. Sci. Rev., 2024

CNN-GRU-FF: a double-layer feature fusion-based network intrusion detection system using convolutional neural network and gated recurrent units.

Yakubu Imrana, Yanping Xiang, Liaqat Ali, Adeeb Noor, Kwabena Sarpong, Muhammed Amin Abdullah

Complex Intell. Syst., 2024

RetVes segmentation: A pseudo-labeling and feature knowledge distillation optimization technique for retinal vessel channel enhancement.

Favour Ekong, Yongbin Yu, Rutherford Agbeshi Patamia, Kwabena Sarpong, Chiagoziem Chima Ukwuoma, Akpanika Robert Ukot, Jingye Cai

Comput. Biol. Medicine, 2024

2023

Reseed Skipping of Linear Congruential Generator for Multi-level Image Steganography Security of Financial Data.

Juliana Mantebea Danso, Yaw Marfo Missah, Enoch Opanin Gyamfi, Stephen Dankwa, Kwabena Sarpong

SN Comput. Sci., March, 2023

PiCovS: Pixel-Level With Covariance Pooling Feature and Superpixel-Level Feature Fusion for Hyperspectral Image Classification.

Obed Tettey Nartey, Kwabena Sarpong, Daniel Addo, Yunbo Rao, Zhiguang Qin

IEEE Trans. Geosci. Remote. Sens., 2023

Multimodal Speech Emotion Recognition Using Modality-Specific Self-Supervised Frameworks.

Rutherford Agbeshi Patamia, Paulo E. Santos, Kingsley Nketia Acheampong, Favour Ekong, Kwabena Sarpong, She Kun

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

2022

Classification from Sky: A Robust Remote Sensing Time Series Image Classification Using Spatial Encoder and Multi-Fast Channel Attention.

Kwabena Sarpong, Jehoiada Kofi Jackson, Derrick Effah, Daniel Addo, Sophyani Banaamwini Yussif, Mohammad Awrangjeb, Rutherford Agbeshi Patamia, Juliana Mantebea Danso, Zhiguang Qin

J. King Saud Univ. Comput. Inf. Sci., November, 2022

2021

Perfecting Short-term Stock Predictions with Multi-Attention Networks in Noise-free Settings.

Kwabena Sarpong, Bei Hui, Xue Zhou, Rutherford Agbeshi Patamia, Edwin Kwadwo Tenagyei

Proceedings of the CONF-CDS 2021: The 2nd International Conference on Computing and Data Science, 2021