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
A Strategy for Training Dim and Small Infrared Targets Detection Networks Under Sequential Cloud Background Images
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3435872
Abstract: The existing open-source infrared dim and small target dataset have limited data capacity and insufficient scenarios. To improve the generalization and robustness of the network, it is usually needed to establish a new dataset for… read more here.
Keywords: training; dim small; target; detection networks ... See more keywords
Dim and Small Target Detection Based on Improved Bilateral Filtering and Gaussian Motion Probability Estimation
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Photonics Journal"
DOI: 10.1109/jphot.2024.3443239
Abstract: Dim and small target detection plays an important role in infrared target recognition systems. In this paper, we present a dim and small target detection algorithm based on improved bilateral filtering and Gaussian motion probability… read more here.
Keywords: detection; small target; target detection; dim small ... See more keywords
Temporal Evolution-Aware Network with Spatial Guidance for Dim and Small Space Target Detection
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2025.3629115
Abstract: As a core technology of space situational awareness, dim and small space target detection plays a critical role in satellite surveillance and space defense. However, it remains highly challenging due to low signal-to-noise ratios of… read more here.
Keywords: detection; target detection; space; small space ... See more keywords
Dim and Small Object Detection Using Transform-Based Feature Accumulative Enhancing in Astronomical Optical Image Sequences
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2025.3632105
Abstract: The challenging task of detecting dim and small objects in astronomy optical image sequences is to distinguish them from a large number of stars and different kinds of noise. To address this issue, dim and… read more here.
Keywords: detection; object detection; dim small; optical image ... 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