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Handcrafted Features Can Boost Performance and Data-Efficiency for Deep Detection of Lung Nodules From CT Imaging

• Authors : Panagiotis Gonidakis; Alexander Sonora-Mengana; Bart Jansen

Subjects: 3D CNN; convolutional neural networks; deep learning

• Source: IEEE Access, Vol 11, Pp 126221-126231 (2023)

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Anomaly Detection for Skin Lesion Images Using Convolutional Neural Network and Injection of Handcrafted Features: A Method That Bypasses the Preprocessing of Dermoscopic Images

• Authors : Flavia Grignaffini; Maurizio Troiano; Francesco Barbuto

Subjects: skin cancer; melanoma classification; artificial intelligence

• Source: Algorithms, Vol 16, Iss 466, p 466 (2023)

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Combining deep learning, handcrafted features, and metadata for the classification of dermoscopy images

• Authors : Tselios, Dimitrios; Τσέλιος, Δημήτριος;

Subjects: Μelanoma; Convolutional neural networks; Handcrafted features

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Detection of mitotic cells in breast cancer histopathological images using deep versus handcrafted features

• Authors : Sığırcı, İ. Onur; Albayrak, Abdülkadir; Bilgin, Gökhan

Subjects: Digital histopathology; Mitosis detection; Deep learning

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Recognition of Urban Sound Events Using Deep Context-Aware Feature Extractors and Handcrafted Features

• Authors : Giannakopoulos, Theodore; Spyrou, Evaggelos; Perantonis, Stavros ...

Subjects: Soundscape classification; Context-aware feature extractors; Convolutional Neural NetworksHersonissos; Greece

• Source: IFIP Advances in Information and Communication Technology ; 15th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI) ; https://hal.inria.fr/hal-02363844 ; 15th

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Local Learning With Deep and Handcrafted Features for Facial Expression Recognition

• Authors : Mariana-Iuliana Georgescu; Radu Tudor Ionescu; Marius Popescu

Subjects: Facial expression recognition; local learning; convolutional neural networks

• Source: IEEE Access, Vol 7, Pp 64827-64836 (2019)

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Feature learning to automatically assess radiographic knee osteoarthritis severity

• Authors : Antony, Joseph; McGuinness, Kevin; Moran, Kieran ...

Subjects: Algorithms; Artificial intelligence; Image processing

• Source: Antony, Joseph orcid:0000-0001-6493-7829 , McGuinness, Kevin orcid:0000-0003-1336-6477 , Moran, Kieran orcid:0000-0003-2015-8967 and O'Connor, Noel E. orcid:0000-0002-4033-9135 (2020) Feature learning

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Contactless Multispectral Palm-Vein Recognition With Lightweight Convolutional Neural Network

• Authors : Yung-Yao Chen; Chih-Hsien Hsia; Ping-Han Chen

Subjects: Biometric; palm-vein recognition; convolutional neural networks

• Source: IEEE Access, Vol 9, Pp 149796-149806 (2021)

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Handcrafted versus CNN Features for Ear Recognition

• Authors : Hammam Alshazly; Christoph Linse; Erhardt Barth

Subjects: ear recognition; handcrafted features; CNN features

• Source: Symmetry; Volume 11; Issue 12; Pages: 1493

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Ship classification based on convolutional neural networks

• Authors : Li Zhenzhen; Zhao Baojun; Tang Linbo

Subjects: learning (artificial intelligence); ships; image classification

• Source: The Journal of Engineering (2019)

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