Flood or Non-Flooded: A Comparative Study of State-of-the-Art Models for Flood Image Classification Using the FloodNet Dataset with Uncertainty Offset Analysis
Jackson, Jehoiada, Yussif, Sophyani Banaamwini, Patamia, Rutherford Agbeshi, Sarpong, Kwabena, Qin, Zhiguang
Published in Water (Basel) (01.03.2023)
Published in Water (Basel) (01.03.2023)
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Journal Article
Bayesian Depth-Wise Convolutional Neural Network Design for Brain Tumor MRI Classification
Ekong, Favour, Yu, Yongbin, Patamia, Rutherford Agbeshi, Feng, Xiao, Tang, Qian, Mazumder, Pinaki, Cai, Jingye
Published in Diagnostics (Basel) (07.07.2022)
Published in Diagnostics (Basel) (07.07.2022)
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Journal Article
EVAE-Net: An Ensemble Variational Autoencoder Deep Learning Network for COVID-19 Classification Based on Chest X-ray Images
Addo, Daniel, Zhou, Shijie, Jackson, Jehoiada Kofi, Nneji, Grace Ugochi, Monday, Happy Nkanta, Sarpong, Kwabena, Patamia, Rutherford Agbeshi, Ekong, Favour, Owusu-Agyei, Christyn Akosua
Published in Diagnostics (Basel) (22.10.2022)
Published in Diagnostics (Basel) (22.10.2022)
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Journal Article
Classification from Sky: A Robust Remote Sensing Time Series Image Classification Using Spatial Encoder and Multi-Fast Channel Attention
Sarpong, Kwabena, Jackson, Jehoiada Kofi, Effah, Derrick, Addo, Daniel, Yussif, Sophyani Banaamwini, Awrangjeb, Mohammad, Patamia, Rutherford Agbeshi, Danso, Juliana Mantebea, Qin, Zhiguang
Published in Journal of King Saud University. Computer and information sciences (01.11.2022)
Published in Journal of King Saud University. Computer and information sciences (01.11.2022)
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Journal Article
Joint Spatial Similarity-based Attention for Retina Vessel Segmentation with Super Resolution Encoding
Ekong, Favour, Yu, Yongbin, Patamia, Rutherford Agbeshi, Sarpong, Kwabena, Ukwuoma, Chiagoziem C., Cai, Jingye
Published in 2023 IEEE 4th International Conference on Pattern Recognition and Machine Learning (PRML) (04.08.2023)
Published in 2023 IEEE 4th International Conference on Pattern Recognition and Machine Learning (PRML) (04.08.2023)
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Conference Proceeding
Music Genre Classification using Deep Neural Networks
Yimer, Mekonen Hiwot, Yu, Yongbin, Adu, Kwabena, Favour, Ekong, Liyih, Sinishaw Melikamu, Patamia, Rutherford Agbeshi
Published in 2023 35th Chinese Control and Decision Conference (CCDC) (20.05.2023)
Published in 2023 35th Chinese Control and Decision Conference (CCDC) (20.05.2023)
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Conference Proceeding
Hyperspectral image classification using Second-Order Pooling with Graph Residual Unit Network
Sarpong, Kwabena, Qin, Zhiguang, Ssemwogerere, Rajab, Patamia, Rutherford Agbeshi, Khamis, Asha Mzee, Gyamfi, Enoch Opanin, Ekong, Favour, Ukwuoma, Chiagoziem C.
Published in Expert systems with applications (15.03.2024)
Published in Expert systems with applications (15.03.2024)
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Journal Article
RetVes segmentation: A pseudo-labeling and feature knowledge distillation optimization technique for retinal vessel channel enhancement
Ekong, Favour, Yu, Yongbin, Patamia, Rutherford Agbeshi, Sarpong, Kwabena, Ukwuoma, Chiagoziem C., Ukot, Akpanika Robert, Cai, Jingye
Published in Computers in biology and medicine (01.11.2024)
Published in Computers in biology and medicine (01.11.2024)
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Journal Article
Multimodal Speech Emotion Recognition Using Modality-specific Self-Supervised Frameworks
Patamia, Rutherford Agbeshi, Santos, Paulo E, Acheampong, Kingsley Nketia, Ekong, Favour, Sarpong, Kwabena, Kun, She
Year of Publication 03.12.2023
Year of Publication 03.12.2023
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Journal Article
Transformer Based Multimodal Speech Emotion Recognition with Improved Neural Networks
Patamia, Rutherford Agbeshi, Jin, Wu, Acheampong, Kingsley Nketia, Sarpong, Kwabena, Tenagyei, Edwin Kwadwo
Published in 2021 IEEE 2nd International Conference on Pattern Recognition and Machine Learning (PRML) (16.07.2021)
Published in 2021 IEEE 2nd International Conference on Pattern Recognition and Machine Learning (PRML) (16.07.2021)
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Conference Proceeding
Heart Sound Classification using Residual Neural Network and Convolution Block Attention Module
Frimpong, Enoch Adjei, Zhiguang, Qin, Kwadwo, Tenagyei Edwin, Rutherford, Patamia Agbeshi, Baagyere, Edward Y., Turkson, Regina Esi
Published in 2022 19th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) (16.12.2022)
Published in 2022 19th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) (16.12.2022)
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Conference Proceeding