Results 1 to 10 of about 151,906 (116)

Cross-Frequency Context-Guided Mamba Network for Infrared Small Target Detection [PDF]

open access: yesSensors
Infrared small target detection remains challenging because small targets, cloud edges, sea reflections, building heat sources, and sensor noise often share similar high-frequency responses.
Hongxin Li, Nan Li, Lin Tian
doaj   +2 more sources

CCRANet: A Two-Stage Local Attention Network for Single-Frame Low-Resolution Infrared Small Target Detection

open access: yesRemote Sensing, 2023
Infrared small target detection technology is widely used in infrared search and tracking, infrared precision guidance, low and slow small aircraft detection, and other projects. Its detection ability is very important in terms of finding unknown targets
Wenjing Wang   +7 more
doaj   +3 more sources

Deep asymmetric extraction and aggregation for infrared small target detection [PDF]

open access: yesScientific Reports, 2023
Infrared small target detection is widely applied in military and civilian fields. Due to the small size of infrared targets, textural detail is missing.
Zhongwu Lin   +6 more
doaj   +2 more sources

Infrared Small Target Detection Method with Trajectory Correction Fuze Based on Infrared Image Sensor [PDF]

open access: yesSensors, 2021
Due to the complexity of background and diversity of small targets, robust detection of infrared small targets for the trajectory correction fuze has become a challenge.
Cong Zhang   +4 more
doaj   +2 more sources

Infrared Small Maritime Target Detection Based on Integrated Target Saliency Measure

open access: yesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021
Robust and effective detection of a small target in an infrared maritime image is a key technology of maritime target search and tracking applications. Infrared small target detection is a challenging task due to the factors such as dim small targets and
Ping Yang, Lili Dong, Wenhai Xu
doaj   +1 more source

Prior-Guided Data Augmentation for Infrared Small Target Detection

open access: yesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022
Recently, a lot of deep learning (DL) methods have been proposed for infrared small target detection (ISTD). A DL-based model for the ISTD task needs large amounts of samples.
Ao Wang   +5 more
doaj   +1 more source

Infrared Small Target Tracking Based on OSTrack Model

open access: yesIEEE Access, 2023
Infrared small target tracking plays an important role in military reconnaissance, early warning, video surveillance, and civil applications. For tracking small infrared targets in this paper, a one-stream deep learning model is utilized.
Jianhua Shan, Yu Yang, Heng Liu, Tao Liu
doaj   +1 more source

SDDNet: Infrared small and dim target detection network

open access: yesCAAI Transactions on Intelligence Technology, 2023
This study focuses on developing deep learning methods for small and dim target detection. We model infrared images as the union of the target region and background region.
Ma Long   +5 more
doaj   +1 more source

Thermodynamics-Inspired Multi-Feature Network for Infrared Small Target Detection

open access: yesRemote Sensing, 2023
Infrared small target detection (IRSTD) is widely used in many fields such as detection and guidance systems and is of great research importance. However, small targets in infrared images are typically small, blurry, feature-poor, and prone to being ...
Mingjin Zhang   +5 more
doaj   +1 more source

Infrared Single-Frame Small Target Detection Based on Block-Matching

open access: yesSensors, 2022
The robust detection of small targets is one of the crucial techniques in an infrared system. It is still a challenge to detect small targets under complex backgrounds.
Yi Man, Qingyun Yang, Tao Chen
doaj   +1 more source

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