Comparative analysis of image projection-based descriptors in Siamese neural networks

• Published in: Advances in engineering software (1992) Vol. 154; p. 102963
• Main Authors: Kertész, Gábor, Szénási, Sándor, Vámossy, Zoltán
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.04.2021
• Subjects: Multi-directional image projections; Neural architecture generation; one-shot classification accuracy; Siamese neural networks; Vehicle re-identification; Multi-directional image projections; Neural architecture generation; Siamese neural networks; Vehicle re-identification; one-shot classification accuracy

•Siamese neural networks were trained on image projection matrices for a vehicle re-identification task.•A neural architecture generation method based on backtracking search is used for convolutional architecture generation.•The distributed training is done in a master/worker structure with LPT-heur...