Results 21 to 30 of about 1,075,591 (257)
CourtNet for Infrared Small-Target Detection
, 2022 Infrared small-target detection (ISTD) is an important computer vision task. ISTD aims at separating small targets from complex background clutter. The infrared radiation decays over distances, making the targets highly dim and prone to confusion with the background clutter, which makes the detector challenging to balance the precision and recall rate.
Peng, Jingchao +4 more
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Flying small target detection in IR images based on adaptive toggle operator
IET Computer Vision, 2018 Automatic detection and tracking of a small target in infrared (IR) images are of great importance. Toggle operator (TO) is the newest class of non‐linear operator morphology that has been widely used in detection and tracking the target in IR images ...
Fereshteh Seyed Marvasti +2 more
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Prior-Guided Data Augmentation for Infrared Small Target Detection
IEEE 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
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Survey of Small Target Detection on Roads Based on Deep Learning [PDF]
Jisuanji gongcheng, 2023 Small target detection in complex road scenes can improve the vehicle's perception of the surrounding environment. Thus, it is an important research direction in the field of computer vision and intelligent transportation.
Jian CAO, Yimei CHEN, Haisheng LI, Qiang CAI
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An Improved SSD for small target detection [PDF]
2021 6th International Conference on Multimedia and Image Processing, 2021 SSD is one of heuristic one-stage target detection approaches. Although it has got impressive results in general target detection, it still struggles in small-size object detection and precise location. In this paper, we proposed an improved SSD which forces on the small-size target detection.
Xiang Li, HaiBo Luo
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Thermodynamics-Inspired Multi-Feature Network for Infrared Small Target Detection
Remote 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
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Infrared Single-Frame Small Target Detection Based on Block-Matching
Sensors, 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
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SDDNet: Infrared small and dim target detection network
CAAI 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
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Robust Small Target Co-Detection from Airborne Infrared Image Sequences
Sensors, 2017 In this paper, a novel infrared target co-detection model combining the self-correlation features of backgrounds and the commonality features of targets in the spatio-temporal domain is proposed to detect small targets in a sequence of infrared images ...
Jingli Gao, Chenglin Wen, Meiqin Liu
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YOLOv5s_2E: Improved YOLOv5s for Aerial Small Target Detection
IEEE Access, 2023 To address the issues of low accuracy in existing small object detection algorithms, an improved network model algorithm called YOLOv5s_2E is proposed.
Tao Shi, Yao Ding, Wenxu Zhu
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