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Toplam kayıt 18, listelenen: 11-18
Convolutional neural network based dictionary learning to create hash codes for content-based image retrieval
(Elsevier Science Bv, 2021)
This study investigates the suitability of sparse vectors in the dictionary learning (DL) method for content-based image retrieval (CBIR) tasks. Since DL usually performs the learning process in an unsupervised manner, it ...
A novel hybrid deep learning approach including combination of 1D power signals and 2D signal images for power quality disturbance classification
(Pergamon-Elsevier Science Ltd, 2021)
As a result of the widespread use of power electronic equipment and the increase in consumption, the importance of effective energy policies and the smart grid begins to increase. Nonlinear loads and other loads in electric ...
Dimension optimization of multi-band microstrip antennas using deep learning methods
(Pamukkale Univ, 2021)
The electromagnetic frequency spectrum is divided into different sub-frequency bands. These sub-frequency bands are allocated for different applications. In these days, devices operating in multiple sub-frequency bands ...
Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets
(Ieee-Inst Electrical Electronics Engineers Inc, 2022)
Melanoma is a fatal skin cancer that is curable and has dramatically increasing survival rate when diagnosed at early stages. Learning-based methods hold significant promise for the detection of melanoma from dermoscopic ...
Obtaining missing areas with exemplar inpainting in mosaic unmanned aerial vehicle images
(Geomatik Journal, 2021)
In this article, mosaic process was applied to use in digital elevation model of terrestrial images by using Unmanned Aerial Vehicle (UAV). Images acquired with an industrial UAV with a compact camera, rotary-wing, at 120 ...
Mozaiklenmiş insansız hava aracı görüntülerinde eksik bölgelerin örnek tabanlı iç boyaması ile elde edilmesi
(2021)
Bu makalede İnsansız Hava Aracı (İHA) kullanılarak elde edilen hava görüntüleri ile sayısalyükseklik modelinde kullanılmak üzere mozaikleme işlemi uygulanmıştır. Görüntülerkompakt kameralı, döner kanatlı, endüstriyel bir ...
An effective hashing method using W-Shaped contrastive loss for imbalanced datasets
(Pergamon-Elsevier Science Ltd, 2022)
The extraction of informative features from medical images and the retrieving of similar images from data repositories is vital for clinical decision support systems. Unlike general tasks such as medical image classification ...
Residual LSTM layered CNN for classification of gastrointestinal tract diseases
(Academic Press Inc Elsevier Science, 2021)
nowadays, considering the number of patients per specialist doctor, the size of the need for automatic medical image analysis methods can be understood. These systems, which are very advantageous compared to manual systems ...