Orthogonal Local Image Descriptors with Convolutional Autoencoders
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DOI: 10.1007/978-3-030-49076-8_15
Abstract: This work proposes the use of deep learning architectures, and in particular Convolutional Autencoders (CAE’s), to incorporate an explicit component of orthogonality to the computation of local image descriptors. For this purpose we present a… read more here.
Keywords: methodology; descriptors convolutional; local image; image descriptors ... See more keywords
Efficient Local Image Descriptors Learned With Autoencoders
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DOI: 10.1109/access.2021.3138168
Abstract: Local image descriptors play a crucial role in many image processing tasks, such as object tracking, object recognition, panorama stitching, and image retrieval. In this paper, we focus on learning local image descriptors in an… read more here.
Keywords: local image; image; descriptors learned; image descriptors ... See more keywords