Search Results - "Ayalew, Melese"

Self-Supervised Scene-Debiasing for Video Representation Learning via Background Patching by Assefa, Maregu, Jiang, Wei, Gedamu, Kumie, Yilma, Getinet, Kumeda, Bulbula, Ayalew, Melese

“…Self-supervised learning has considerably improved video representation learning by discovering supervisory signals automatically from unlabeled videos…”
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Audio-Visual Contrastive and Consistency Learning for Semi-Supervised Action Recognition by Assefa, Maregu, Jiang, Wei, Zhan, Jinyu, Gedamu, Kumie, Yilma, Getinet, Ayalew, Melese, Adhikari, Deepak

“…Semi-supervised video learning is an increasingly popular approach for improving video understanding tasks by utilizing large-scale unlabeled videos along with…”
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Actor-Aware Self-Supervised Learning for Semi-Supervised Video Representation Learning by Assefa, Maregu, Jiang, Wei, Gedamu, Kumie, Yilma, Getinet, Adhikari, Deepak, Ayalew, Melese, Mohammed, Abegaz, Erbad, Aiman

“…Self-supervised contrastive learning has shown a significant improvement in performance for action recognition tasks by discovering useful signals from…”
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Inv-AlxVGGNets: Cervical Spine Disease Classification Using Concatenated Involutional Neural Networks With Residual Net by Abuhayi, Biniyam Mulugeta, Agegnehu Bezabh, Yohannes, Melese Ayalew, Aleka

“…Cervical spine diseases, encompassing conditions like spondylolisthesis, disc degeneration, and cervical spinal stenosis, stand as significant contributors to…”
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Classification of Gastrointestinal Diseases Using Hybrid Recurrent Vision Transformers With Wavelet Transform by Mulugeta Abuhayi, Biniyam, Agegnehu Bezabh, Yohannes, Melese Ayalew, Aleka, Alemayehu Lakew, Miraf

“…Gastrointestinal (GI) diseases are a significant global health issue, causing millions of deaths annually. This study presents a novel method for classifying…”
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Magnitude of Cesarean Section Delivery and Its Associated Factors Among Mothers Who Gave Birth at Public Hospitals in Northern Ethiopia: Institution-Based Cross-Sectional Study by Ayalew, Melese, Mengistie, Bizatu, Dheressa, Merga, Demis, Asmamaw

“…Cesarean section is one of the most common surgeries around the world performed whenever abnormal conditions complicate labour and vaginal delivery,…”
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CPD-CCNN: classification of pepper disease using a concatenation of convolutional neural network models by Bezabh, Yohannes Agegnehu, Salau, Ayodeji Olalekan, Abuhayi, Biniyam Mulugeta, Mussa, Abdela Ahmed, Ayalew, Aleka Melese

“…Agricultural products are vital to the sustainability of the economies of developing countries. Most developing countries’ economies such as Ethiopia heavily…”
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Detection and classification of large bowel obstruction from X‐ray images using machine learning algorithms by Tamyalew, Yibeltal, Salau, Ayodeji Olalekan, Ayalew, Aleka Melese

“…Large bowel obstruction (LBO) occurs when there is a blockage or twisting in the large bowel that prevents wastes and gas from passing through. If left…”
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View-Invariant Spatiotemporal Attentive Motion Planning and Control Network for Autonomous Vehicles by Ayalew, Melese, Zhou, Shijie, Memon, Imran, Heyat, Md Belal Bin, Akhtar, Faijan, Zhang, Xiaojuan

“…Autonomous driving vehicles (ADVs) are sleeping giant intelligent machines that perceive their environment and make driving decisions. Most existing ADSs are…”
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Author Correction: CPD‑CCNN: classification of pepper disease using a concatenation of convolutional neural network models by Bezabh, Yohannes Agegnehu, Salau, Ayodeji Olalekan, Abuhayi, Biniyam Mulugeta, Mussa, Abdela Ahmed, Ayalew, Aleka Melese

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Lumbar disease classification using an Involutional neural based VGG Nets (INVGG) by Abuhayi, Biniyam Mulugeta, Bezabh, Yohannes Agegnehu, Ayalew, Aleka Melese

“…Degenerative diseases of the lumbar spine, such as spondylolisthesis, disc degeneration, and lumbar spinal stenosis, are major contributors to global…”
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Smart Malaria Classification: A Novel Machine Learning Algorithms for Early Malaria Monitoring and Detecting Using IoT-Based Healthcare Environment by Ayalew, Aleka Melese, Admass, Wasyihun Sema, Abuhayi, Biniyam Mulugeta, Negashe, Girma Sisay, Bezabh, Yohannes Agegnehu

“…Malaria, caused by the Plasmodium parasite and transmitted by female Anopheles mosquitoes, poses a significant risk to nearly half of the global population,…”
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Classification of pumpkin disease by using a hybrid approach by Bezabh, Yohannes Agegnehu, Abuhayi, Biniyam Mulugeta, Ayalew, Aleka Melese, Asegie, Habtamu Ayenew

“…•In this study, a convolutional neural network was used to classify pumpkin leaf and fruit rot diseases using ResNet and LeNet hybrid method.•Our work differs…”
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Atelectasis detection in chest X-ray images using convolutional neural networks and transfer learning with anisotropic diffusion filter by Ayalew, Aleka Melese, Bezabh, Yohannes Agegnehu, Abuhayi, Biniyam Mulugeta, Ayalew, Asemrie Yemata

“…Atelectasis is the loss of volume caused by decreasing gas in a specific area of the lung. It occurs when the lung sacs (alveoli) do not fully inflate,…”
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Classification of mango disease using ensemble convolutional neural network by Bezabh, Yohannes Agegnehu, Ayalew, Aleka Melese, Abuhayi, Biniyam Mulugeta, Demlie, Tensay Nigussie, Awoke, Eshete Ayenew, Mengistu, Taye Endeshaw

“…•In this study, a convolutional neural network was used to classify mango leaf and fruit rot diseases using GoogLeNet, and VGG16 ensemble convolutional neural…”
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Sesame Disease Detection Using a Deep Convolutional Neural Network by Tadele, Abeje Bekalu, Olalekan, Salau Ayodeji, Melese, Ayalew Aleka, Gebremariam, Tadesse Esayas

“…- Sesame, along with coffee, is Ethiopia's most exported product and the country's main source of foreign exchange. It is mainly grown in the northern parts of…”
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Actor-Aware Contrastive Learning for Semi-Supervised Action Recognition by Assefa, Maregu, Jiang, Wei, Gedamu, Kumie, Yilma, Getinet, Ayalew, Melese, Seid, Mohammed

“…The unique features of existing video datasets have led self-supervised contrastive learning to scene correlations and background biases, resulting in poor…”
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Evaluation of the evapotranspiration rate of lacustrine wetland macrophytes in Lake Tana, Ethiopia by Wondim, Yirga Kebede, Melese, Ayalew Wondie

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Impact of physicochemical parameters on phytoplankton compositions and abundances in Selameko Manmade Reservoir, Debre Tabor, South Gondar, Ethiopia by Wassie, Tilahun Adugna, Melese, Ayalew Wondie

“…Impact of physicochemical parameters on 2 compositions and abundances in Selameko Reservoir, Debre Tabor, South Gondar from August 2009 to May 2010 was…”
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Magnitude of Cesarean Section Delivery and Its Associated Factors Among Mothers Who Gave Birth at Public Hospitals in Northern Ethiopia: Institution-Based Cross-Sectional Study by Ayalew, Melese, Mengistie, Bizatu, Dheressa, Merga, Demis, Asmamaw

“…Background: Cesarean section is one of the most common surgeries around the world performed whenever abnormal conditions complicate labour and vaginal…”
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