Deep Supervised Hashing for Fast Image Retrieval
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Computer Vision"
DOI: 10.1007/s11263-019-01174-4
Abstract: In this paper, we present a new hashing method to learn compact binary codes for highly efficient image retrieval on large-scale datasets. While the complex image appearance variations still pose a great challenge to reliable… read more here.
Keywords: supervised hashing; image; hashing fast; image retrieval ... See more keywords
Deep binary constraint hashing for fast image retrieval
Sign Up to like & getrecommendations! Published in 2018 at "Electronics Letters"
DOI: 10.1049/el.2017.3620
Abstract: With the development of deep hashing learning, several end-to-end deep architectures have been proposed for fast image retrieval. However, learning to hash is essentially a mixed integer nonlinear optimisation problem with the non-deterministic polynomial-time (NP)-hard… read more here.
Keywords: image retrieval; fast image; binary constraint;
A Fast Image Dehazing Algorithm Using Morphological Reconstruction
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2018.2885490
Abstract: Outdoor images are used in a vast number of applications, such as surveillance, remote sensing, and autonomous navigation. The greatest issue with these types of images is the effect of environmental pollution: haze, smog, and… read more here.
Keywords: morphological reconstruction; fast image; image; transmission maps ... See more keywords
Algorithm and Architecture Design of FAST-C Image Corner Detection Engine
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Very Large Scale Integration (VLSI) Systems"
DOI: 10.1109/tvlsi.2020.3031294
Abstract: First-in–first-out (FIFO) line buffers occupy considerable logic gates and consume significant power of the feature from accelerated segment test (FAST) image corner detection engine. In this study, a FAST-Chip (FAST-C) engine is proposed to eliminate… read more here.
Keywords: image corner; line buffers; corner detection; fast image ... See more keywords
An Active Contour Model Based on Retinex and Pre-Fitting Reflectance for Fast Image Segmentation
Sign Up to like & getrecommendations! Published in 2022 at "Symmetry"
DOI: 10.3390/sym14112343
Abstract: In the present article, this paper provides a method for fast image segmentation for computer vision, which is based on a level set method. One dominating challenge in image segmentation is uneven illumination and inhomogeneous… read more here.
Keywords: image segmentation; segmentation; fast image; reflectance ... See more keywords