Zobrazeno 1 - 10 of 67 pro vyhledávání: '"Romulus Terebes"'
1
Akademický článek
Convolutional Neural Networks for Texture Feature Extraction. Applications to Leaf Disease Classification in Precision Agriculture
Autor: Stefania Barburiceanu, Serban Meza, Bogdan Orza, Raul Malutan, Romulus Terebes
Publikováno v: IEEE Access, Vol 9, Pp 160085-160103 (2021)
This paper studies the use of deep-learning models (AlexNet, VggNet, ResNet) pre-trained on object categories (ImageNet) in applied texture classification problems such as plant disease detection tasks. Research related to precision agriculture is of
Externí odkaz: https://doaj.org/article/0632f652f7234c44b02637ffa43d589b
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2
Akademický článek
3D Texture Feature Extraction and Classification Using GLCM and LBP-Based Descriptors
Autor: Stefania Barburiceanu, Romulus Terebes, Serban Meza
Publikováno v: Applied Sciences, Vol 11, Iss 5, p 2332 (2021)
Lately, 3D imaging techniques have achieved a lot of progress due to recent developments in 3D sensor technologies. This leads to a great interest regarding 3D image feature extraction and classification techniques. As pointed out in literature, one
Externí odkaz: https://doaj.org/article/e30fcd6bcf36473abbe35ba5f61314e0
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6
Convolutional Neural Networks for Texture Feature Extraction. Applications to Leaf Disease Classification in Precision Agriculture
Autor: Raul Malutan, Bogdan Orza, Serban Meza, Stefania Barburiceanu, Romulus Terebes
Publikováno v: IEEE Access, Vol 9, Pp 160085-160103 (2021)
This paper studies the use of deep-learning models (AlexNet, VggNet, ResNet) pre-trained on object categories (ImageNet) in applied texture classification problems such as plant disease detection tasks. Research related to precision agriculture is of
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::92ea76193cfbcc178c698f67832fb562
https://ieeexplore.ieee.org/document/9627678/
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7
Automatic detection of melanoma by deep learning models-based feature extraction and fine-tuning strategy
Autor: Stefania Barburiceanu, Romulus Terebes
Publikováno v: Stefania Barburiceanu
Skin cancer is one of the most common and lethal cancers in the world. Even though melanoma accounts for a small fraction of all skin cancer types, it is currently the leading cause of skin cancer fatalities. In order to accurately identify the disea
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::76436110dee73d778aa18c9076878067
https://doi.org/10.1088/1757-899x/1254/1/012035
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8
3D Texture Feature Extraction and Classification Using GLCM and LBP-Based Descriptors
Autor: Serban Meza, Stefania Barburiceanu, Romulus Terebes
Publikováno v: Applied Sciences
Volume 11
Issue 5
Applied Sciences, Vol 11, Iss 2332, p 2332 (2021)
Lately, 3D imaging techniques have achieved a lot of progress due to recent developments in 3D sensor technologies. This leads to a great interest regarding 3D image feature extraction and classification techniques. As pointed out in literature, one
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1f4467b09e36903b0041b12deb7f0fdc
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