Selected publications,
Google Scholars (full publication list)
Belay, Birhanu Hailu., Guyon, I., Mengiste, T., Tilahun, B., Liwicki, M., Tegegne, T. and Egele, R., A Historical Handwritten Dataset for Ethiopic OCR with Baseline Models and Human-Level Performance. In International Conference on Document Analysis and Recognition (ICDAR) (pp. 23-38), 2024.
Belay, Birhanu Hailu., Baizen., B., Belay., G., & Gebeyehu, S. (2023). Deep and Factored Recurrent Neural Network for Language Identification and Content Detection. ACM Transactions on Asian and Low-Resource Language Information Processing.
Belay, Birhanu Hailu, Habtegebrial, T., Liwicki, M., Belay, G., & Stricker, D. Blended Attention-CTC network Architecture for Amharic Text-image Recognition. In: 2021 International Conference on Pattern Recognition Applications and Methods (ICPRAM), INSTICC. 2021.
Belay, Birhanu Hailu., Habtegebrial., T., Belay., G., & Stricker., D. Using Automatic Features for Text-image Classification in Amharic Documents. In: 2020 International Conference on Pattern Recognition Applications and Methods - volume 1:, (ICPRAM-2020, Malta). SciTePress, 2020, 440–445.
Belay, Birhanu Hailu , Habtegebrial, T., Meshesha, M., Liwicki, M., Belay, G., & Stricker, D. (2020b). Amharic OCR: An End-to-End Learning. MDPI-Applied Sciences,10(3), 1117.
Belay, Birhanu Hailu, Habtegebirial, T., Liwicki, M., Belay, G., & Stricker, D. Amharic Text Image Recognition: Database, Algorithm, and Analysis. In: 2019 international Conference on Document Analysis and Recognition. (ICDAR), IEEE. 2019, 1268–1273.
Belay, Birhanu Hailu, Habtegebrial, T., Liwicki, M., Belay, G., & Stricker, D. Factored Convolutional Neural Network for Amharic Character Image Recognition. In: 2019 ieee International Conference on Image processing. (ICIP), IEEE. 2019, 2906–2910.
Belay, Birhanu Hailu, & Meshesha, M. (2016). Applying image processing for malt-barley seed identification. Ethiopian the 9th ICT Annual Conference (EICTAC 2016), Addis Ababa.