Results 1 to 10 of about 88,744 (116)

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

A Scene Detection Complexity Metric for Infrared Small Target Detection [PDF]

open access: yesSensors
Infrared small target detection is widely used in aerospace surveillance, maritime search and rescue, and military reconnaissance. However, the performance of detection algorithms is highly dependent on scene characteristics, and methods that perform ...
Zhiyuan Huang, Zhiyong Zhang
doaj   +2 more sources

IR-WSANet: A lightweight network with frequency-spatial joint optimization for infrared small target detection [PDF]

open access: yesScientific Reports
Infrared Small Target Detection (IRSTD) holds significant application value in military operations, early warning and surveillance, aerospace, and other fields.
Zhan Jin, Haonan Chen, Jiaxiang Chen
doaj   +2 more sources

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

CA-U2-Net: Contour Detection and Attention in U2-Net for Infrared Dim and Small Target Detection

open access: yesIEEE Access, 2023
With the development of infrared technology, infrared dim and small target detection plays an essential role in precision guidance and early warning systems.
Leihong Zhang   +6 more
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

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

Small Aerial Target Detection for Airborne Infrared Detection Systems Using LightGBM and Trajectory Constraints

open access: yesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021
Factors, such as rapid relative motion, clutter background, etc., make robust small aerial target detection for airborne infrared detection systems a challenge. Existing methods are facing difficulties when dealing with such cases.
Xiaoliang Sun   +4 more
doaj   +1 more source

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