Parallel hashing-based matching for real-time aerial image mosaicing
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Real-Time Image Processing"
DOI: 10.1007/s11554-020-00959-y
Abstract: This paper presents a GPU-based real-time approach for generating high-definition (HD) aerial image mosaics. The cumbersome process of registering HD images is addressed by a parallel scheme that rapidly matches binary features. The proposed feature… read more here.
Keywords: real time; aerial image; time; parallel hashing ... See more keywords
Kernelized product quantization
Sign Up to like & getrecommendations! Published in 2017 at "Neurocomputing"
DOI: 10.1016/j.neucom.2016.12.016
Abstract: There has been increasing interest in learning compact binary codes for large-scale image data representation and retrieval. In most existing hashing-based methods, high-dimensional vectors are hashed into Hamming space, and the similarity between two vectors… read more here.
Keywords: space; binary codes; quantization; hashing based ... See more keywords
Learning From Self-Supervised Features for Hashing-Based Remote Sensing Image Retrieval
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2023.3263498
Abstract: Image retrieval (IR) for practical remote sensing (RS) should have high accuracy, storage, and calculation efficiency, while not relying on big annotations. However, current supervised and unsupervised RSIR methods do not yet fully meet these… read more here.
Keywords: supervised features; remote sensing; self supervised; image retrieval ... See more keywords