Taye Girma Debelee

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 23

Top Topics

Convolutional Neural Networks

Segmentation Algorithm

Brain Tumor Segmentation

Image Segmentation

Top Venues

PanAfriCon AI (1)

Int. J. Intell. Syst.

Publications

Yehualashet Megersa Ayano, Friedhelm Schwenker, Bisrat Derebssa Dufera, Taye Girma Debelee, Yitagesu Getachew Ejegu
Interpretable Hybrid Multichannel Deep Learning Model for Heart Disease Classification Using 12-Lead ECG Signal. IEEE Access 12 (2024)
Bereket Siraw Deneke, Rosa Tsegaye Aga, Mesay Samuel, Abel Mulat, Ashenafi Mulat, Abel Abebe, Rahel Mekonnen, Hiwot Mulugeta, Taye Girma Debelee, Worku Gachena
Typewritten OCR Model for Ethiopic Characters. PanAfriCon AI (1) (2023)
Hana Demma Wube, Sintayehu Zekarias Esubalew, Firesew Fayiso Weldesellasie, Taye Girma Debelee
Deep Learning and Machine Learning Techniques for Credit Scoring: A Review. PanAfriCon AI (2) (2023)
Degaga Wolde Feyisa, Yehualashet Megersa Ayano, Taye Girma Debelee, Friedhelm Schwenker
Weak Localization of Radiographic Manifestations in Pulmonary Tuberculosis from Chest X-ray: A Systematic Review. Sensors 23 (15) (2023)
Elbetel Taye Zewde, Mersibon Melese Motuma, Yehualashet Megersa Ayano, Taye Girma Debelee, Degaga Wolde Feyisa
Machine Learning Based Stroke Segmentation and Classification from CT-Scan: A Survey. PanAfriCon AI (1) (2023)
Martha Yifiru Tachbelie, Solomon Teferra Abate, Rosa Tsegaye Aga, Rahel Mekonnen, Hiwot Mulugeta, Abel Mulat, Ashenafi Mulat, Solomon Merkebu, Taye Girma Debelee, Worku Gachena
DNN-Based Supervised Spontaneous Court Hearing Transcription for Amharic. PanAfriCon AI (1) (2023)
Degaga Wolde Feyisa, Yehualashet Megersa Ayano, Taye Girma Debelee, Samuel Sisay Hailu
Multitask Deep Convolutional Neural Network with Attention for Pulmonary Tuberculosis Detection and Weak Localization of Pathological Manifestations in Chest X-Ray. PanAfriCon AI (1) (2023)
Taye Girma Debelee, Yehualashet Megersa Ayano
Deep Learning Models for Audio Processing Applications Under Resource-Constrained Devices: A Survey. PanAfriCon AI (2022)
Fraol Gelana Waldamichael, Taye Girma Debelee, Yehualashet Megersa Ayano
Back Cover: International Journal of Intelligent Systems, Volume 37 Issue 8 August 2022. Int. J. Intell. Syst. 37 (8) (2022)
Fraol Gelana Waldamichael, Samuel Rahimeto Kebede, Yehualashet Megersa Ayano, Messay Tesfaye Demissie, Taye Girma Debelee
A Multi-input Architecture for the Classification of Skin Lesions Using ResNets and Metadata. PanAfriCon AI (2022)
Sinshaw Bekele Habte, Achim Ibenthal, Ephrem Tehsale Bekele, Taye Girma Debelee
Convolution Filter Equivariance/Invariance in Convolutional Neural Networks: A Survey. PanAfriCon AI (2022)
Fraol Gelana Waldamichael, Taye Girma Debelee, Yehualashet Megersa Ayano
Coffee disease detection using a robust HSV color-based segmentation and transfer learning for use on smartphones. Int. J. Intell. Syst. 37 (8) (2022)
Taye Girma Debelee, Samuel Rahimeto Kebede, Fraol Gelana Waldamichael, Daniel Moges Tadesse
Wheat Yield Prediction Using Machine Learning: A Survey. PanAfriCon AI (2022)
Amsalu Fentie Jember, Yehualashet Megersa Ayano, Taye Girma Debelee
Robust Cough Analysis System for Diagnosis of Tuberculosis Using Artificial Neural Network. PanAfriCon AI (2022)
Worku Gachena Negera, Friedhelm Schwenker, Taye Girma Debelee, Henock Mulugeta Melaku, Yehualashet Megeresa Ayano
Review of Botnet Attack Detection in SDN-Enabled IoT Using Machine Learning. Sensors 22 (24) (2022)
Fraol Gelana Waldamichael, Taye Girma Debelee, Friedhelm Schwenker, Yehualashet Megersa Ayano, Samuel Rahimeto Kebede
Machine Learning in Cereal Crops Disease Detection: A Review. Algorithms 15 (3) (2022)
Samuel Rahimeto, Taye Girma Debelee, Dereje Yohannes, Friedhelm Schwenker
Automatic pectoral muscle removal in mammograms. Evol. Syst. 12 (2) (2021)
Erena Siyoum Biratu, Friedhelm Schwenker, Yehualashet Megersa, Taye Girma Debelee
A Survey of Brain Tumor Segmentation and Classification Algorithms. J. Imaging 7 (9) (2021)
Erena Siyoum Biratu, Friedhelm Schwenker, Taye Girma Debelee, Samuel Rahimeto Kebede, Worku Gachena Negera, Hasset Tamirat Molla
Enhanced Region Growing for Brain Tumor MR Image Segmentation. J. Imaging 7 (2) (2021)
Taye Girma Debelee, Friedhelm Schwenker, Achim Ibenthal, Dereje Yohannes
Survey of deep learning in breast cancer image analysis. Evol. Syst. 11 (1) (2020)
Taye Girma Debelee, Samuel Rahimeto Kebede, Friedhelm Schwenker, Zemene Matewos Shewarega
Deep Learning in Selected Cancers' Image Analysis - A Survey. J. Imaging 6 (11) (2020)
Taye Girma Debelee, Friedhelm Schwenker, Samuel Rahimeto, Dereje Yohannes
Evaluation of modified adaptive k-means segmentation algorithm. Comput. Vis. Media 5 (4) (2019)
Taye Girma Debelee, Mohammadreza Amirian, Achim Ibenthal, Günther Palm, Friedhelm Schwenker
Classification of Mammograms Using Convolutional Neural Network Based Feature Extraction. ICT4DA (2017)