Infrared Dim and Small Target Detection Algorithm Combining Multiway Gradient Regularized Principal Component Decomposition Model
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3164184
Abstract: In complex non-smooth backgrounds, infrared dim and small target targets generally have lower energy and occupy fewer pixels, and are easily swamped by clutter. To improve the detection capability of dim and small targets in… read more here.
Keywords: component decomposition; small target; principal component; dim small ... See more keywords
Moving Dim and Small Target Detection in Multiframe Infrared Sequence With Low SCR Based on Temporal Profile Similarity
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3168568
Abstract: Research about infrared dim and small target detection (DSTD) is concentrated on single-frame algorithms, which are limited by the contrast between target and background and face with the problems of low detection probability, high false… read more here.
Keywords: similarity; small target; target detection; dim small ... See more keywords
Detecting Dim Small Target in Infrared Images via Subpixel Sampling Cuneate Network
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3189225
Abstract: Infrared dim small target (IDST) detection is regarded as a critical technology for the interpretation of space-based remote sensing images. In recent years, driven by deep learning technology and the surge of data, remarkable effects… read more here.
Keywords: cuneate network; infrared images; small target; subpixel sampling ... See more keywords
Spatial–Temporal Stochastic Resonance Model for Dim-Small Target Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3202533
Abstract: Stochastic resonance (SR) is usually used to enhance the signal with the help of noise. Inspired by this, we find that the SR can also handle the problem of dim-small target detection under the low… read more here.
Keywords: small target; target detection; dim small; model ... See more keywords
An Intelligent Particle Filter for Infrared Dim Small Target Detection and Tracking
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Aerospace and Electronic Systems"
DOI: 10.1109/taes.2022.3169447
Abstract: With consideration of low tracking accuracy and even losing target when the track-before-detect method based on particle filter (PF-TBD) tracks infrared dim small target in the complex background. In this article, a track-before-detect method based… read more here.
Keywords: particle; dim small; small target; particle filter ... See more keywords
Investigation of infrared dim and small target detection algorithm based on the visual saliency feature
Sign Up to like & getrecommendations! Published in 2020 at "Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering"
DOI: 10.1177/0954410020980955
Abstract: Infrared dim and small target detection has an important role in the infrared thermal imaging seeker, infrared search and tracking system, space-based infrared system and other applications. Inspired by human visual system (HVS), based on… read more here.
Keywords: detection; target detection; target; small target ... See more keywords