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24 Results Found

  • Article
  • Open Access
10 Citations
4,175 Views
32 Pages

9 March 2023

In the combat system, infrared target detection is an important issue worthy of study. However, due to the small size of the target in the infrared image, the low signal-to-noise ratio of the image and the uncertainty of motion, how to detect the tar...

  • Article
  • Open Access
11 Citations
2,515 Views
35 Pages

A Spatial–Temporal Block-Matching Patch-Tensor Model for Infrared Small Moving Target Detection in Complex Scenes

  • Aersi Aliha,
  • Yuhan Liu,
  • Yapeng Ma,
  • Yuxin Hu and ,
  • Zongxu Pan and
  • Guangyao Zhou
  • + 1 author+ 0 author

1 September 2023

Detecting infrared (IR) small moving targets in complex scenes quickly, accurately, and robustly remains a challenging problem in the current research field. To address this issue, this paper proposes a novel spatial–temporal block-matching pat...

(This article belongs to the Section Remote Sensing Image Processing)
  • Article
  • Open Access
4 Citations
2,326 Views
20 Pages

9 May 2024

Infrared (IR) imaging-based detection systems are of vital significance in the domains of early warning and security, necessitating a high level of precision and efficiency in infrared small moving target detection. IR targets often appear dim and sm...

  • Article
  • Open Access
12 Citations
4,409 Views
25 Pages

Infrared Moving Small Target Detection Based on Space–Time Combination in Complex Scenes

  • Yao Wang,
  • Lihua Cao,
  • Keke Su,
  • Deen Dai and ,
  • Ning Li and
  • Di Wu
  • + 1 author+ 0 author

16 November 2023

In the infrared small target images with complex backgrounds, there exist various interferences that share similar characteristics with the target (such as building edges). The accurate detection of small targets is crucial in applications involving...

  • Article
  • Open Access
4 Citations
4,092 Views
25 Pages

An Infrared Small Moving Target Detection Method in Complex Scenes Based on Dual-Region Search

  • Huazhao Cao,
  • Yuxin Hu,
  • Ziming Wang,
  • Jianwei Yang and ,
  • Guangyao Zhou,
  • Wenzhi Wang and
  • Yuhan Liu
  • + 2 authors+ 0 author

17 January 2025

Infrared (IR) small target detection is a crucial component of infrared imaging systems and is vital for applications in surveillance, security, and early warning systems. However, most existing algorithms for detecting small targets in infrared imag...

  • Article
  • Open Access
467 Views
21 Pages

4 August 2026

Infrared dim and small target detection has drawn increasing attention due to its importance in both military and civil applications. Multi-frame approaches exploit temporal information across consecutive frames and generally achieve better performan...

(This article belongs to the Special Issue Infrared Small Target Detection: Methods and Applications)
  • Article
  • Open Access
13 Citations
3,981 Views
21 Pages

8 July 2022

Robust detection of infrared slow-moving small targets is crucial in infrared search and tracking (IRST) applications such as infrared guidance and low-altitude security; however, existing methods easily cause missed detection and false alarms when d...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
38 Citations
5,973 Views
18 Pages

Infrared Small Moving Target Detection via Saliency Histogram and Geometrical Invariability

  • Minjie Wan,
  • Kan Ren,
  • Guohua Gu,
  • Xiaomin Zhang and ,
  • Weixian Qian,
  • Qian Chen and
  • Shuai Yu
  • + 2 authors+ 0 author

1 June 2017

In order to detect both bright and dark small moving targets effectively in infrared (IR) video sequences, a saliency histogram and geometrical invariability based method is presented in this paper. First, a saliency map that roughly highlights the s...

(This article belongs to the Special Issue Novel Ideas for Infrared Thermography also Applied in Integrated Approaches)
  • Article
  • Open Access
57 Citations
5,164 Views
23 Pages

9 December 2020

The detection of small moving objects in long-range infrared videos is challenging due to background clutter, air turbulence, and small target size. In this paper, we summarize the investigation of efficient ways to enhance the performance of small t...

(This article belongs to the Section Remote Sensing Image Processing)
  • Article
  • Open Access
1 Citations
767 Views
24 Pages

FeedbackSTS-Det: Sparse-Frames-Based Spatio-Temporal Semantic Feedback Network for Moving Infrared Small Target Detection

  • Yian Huang,
  • Qing Qin,
  • Aji Mao,
  • Xiangyu Qiu and ,
  • Han Guo,
  • Liang Xu,
  • Xian Zhang and
  • Zhenming Peng
  • + 3 authors+ 0 author

18 June 2026

Infrared small target detection (ISTD) has been a critical technology in various civilian and industrial applications over the past several decades, such as civilian patrol missions aboard UAVs or shipboard systems, and industrial inspection tasks li...

(This article belongs to the Special Issue Advanced Artificial Intelligence and Deep Learning for Remote Sensing (4th Edition))
  • Article
  • Open Access
17 Citations
6,725 Views
18 Pages

5 March 2021

Thermal infrared imaging provides an effective sensing modality for detecting small moving objects at long range. Typical challenges that limit the efficiency and robustness of the detection performance include sensor noise, minimal target contrast a...

(This article belongs to the Section Sensing and Imaging)
  • Article
  • Open Access
5 Citations
1,797 Views
24 Pages

Memory-Based Temporal Transformer U-Net for Multi-Frame Infrared Small Target Detection

  • Zicheng Feng,
  • Wenlong Zhang,
  • Donghui Liu,
  • Xingfu Tao and ,
  • Ang Su and
  • Yixin Yang
  • + 1 author+ 0 author

23 November 2025

In the field of infrared small target detection (ISTD), single-frame ISTD (SISTD), using only spatial features, cannot deal well with dim targets in cluttered backgrounds. In contrast, multi-frame ISTD (MISTD), utilizing spatio-temporal information f...

(This article belongs to the Section AI Remote Sensing)
  • Article
  • Open Access
3,064 Views
19 Pages

16 January 2023

Infrared point-target detection is one of the key technologies in infrared guidance systems. Due to the long observation distance, the point target is often submerged in the background clutter and large noise in the process of atmospheric transmissio...

(This article belongs to the Special Issue Artificial Intelligence in Complex Networks)
  • Article
  • Open Access
26 Citations
4,734 Views
19 Pages

16 September 2021

Detection of small moving objects in long range infrared (IR) videos is challenging due to background clutter, air turbulence, and small target size. In this paper, we present two unsupervised, modular, and flexible frameworks to detect small moving...

(This article belongs to the Special Issue Near- and Mid-Infrared Photonics Technologies)
  • Article
  • Open Access
3 Citations
2,762 Views
26 Pages

LSTT: Long-Term Spatial–Temporal Tensor Model for Infrared Small Target Detection under Dynamic Background

  • Deyong Lu,
  • Wei An,
  • Qiang Ling,
  • Dong Cao and ,
  • Haibo Wang,
  • Miao Li and
  • Zaiping Lin
  • + 2 authors+ 0 author

27 July 2024

Infrared small target detection is an important and core problem in infrared search and track systems. Many infrared small target detection methods work well under the premise of a static background; however, the detection effect decreases seriously...

(This article belongs to the Special Issue Remote Sensing: 15th Anniversary)
  • Article
  • Open Access
10 Citations
2,851 Views
17 Pages

24 February 2023

It is a big challenge to detect and track small infrared marine targets in non-stationary and time-varying sea clutter because the signal is too strong to be estimated. Based on the phenomenon that sea clutter spreads not only in the temporal domain...

(This article belongs to the Special Issue Advances in Radar, Optical, Hyperspectral, Infrared, and Sonar Technology: Data Acquisition, Processing, and Applications)
  • Article
  • Open Access
861 Views
20 Pages

Infrared Small Target Detection Method Fusing Accurate Registration and Weighted Difference

  • Quan Liang,
  • Teng Wang,
  • Kefang Wang,
  • Lixing Zhao and ,
  • Xiaoyan Li and
  • Fansheng Chen
  • + 1 author+ 0 author

14 April 2026

Low-orbit thermal infrared bidirectional whisk-broom imaging offers wide-swath coverage and high spatial resolution for monitoring moving targets such as aircraft, but large scan angles and terrain undulation cause non-rigid geometric distortion and...

(This article belongs to the Topic Recent Progress and Applications in Quantitative Remote Sensing)
  • Article
  • Open Access
4 Citations
1,944 Views
13 Pages

Infrared small target detection, especially under low SCR conditions and complex backgrounds, is still a challenging research task. Considering the scale change caused by small targets rapidly moving, in this paper, a nonparametric regression-based m...

  • Article
  • Open Access
9 Citations
3,748 Views
17 Pages

2 June 2022

Flying bird detection has recently attracted increasing attention in computer vision. However, compared to conventional object detection tasks, it is much more challenging to trap flying birds in infrared videos due to small target size, complex back...

  • Article
  • Open Access
3 Citations
2,379 Views
21 Pages

Infrared Bionic Compound-Eye Camera: Long-Distance Measurement Simulation and Verification

  • Xiaoyu Wang,
  • Linhan Li,
  • Jie Liu,
  • Zhen Huang and ,
  • Yuhan Li,
  • Huicong Wang,
  • Yimin Zhang,
  • Yang Yu,
  • Xiupeng Yuan and
  • Sili Gao
  • + 6 authors+ 1 author

To achieve rapid distance estimation and tracking of moving targets in a large field of view, this paper proposes an innovative simulation method. Using a low-cost approach, the imaging and distance measurement performance of the designed cooling-typ...

  • Article
  • Open Access
4 Citations
2,646 Views
18 Pages

24 August 2023

Space-based infrared target detection can provide full-time and full-weather observation of targets, thus it is of significance in space security. However, the presence of stars in the background can severely affect the accuracy and real-time perform...

(This article belongs to the Special Issue Remote Sensing of Target Object Detection and Identification II)
  • Article
  • Open Access
6 Citations
2,362 Views
20 Pages

Adaptive Differential Event Detection for Space-Based Infrared Aerial Targets

  • Lan Guo,
  • Peng Rao,
  • Cong Gao,
  • Yueqi Su and ,
  • Fenghong Li and
  • Xin Chen
  • + 1 author+ 0 author

27 February 2025

Space resources are of economic and strategic value. Infrared (IR) remote sensing, unaffected by geography and weather, is widely used in weather forecasting and defense. However, detecting small IR targets is challenging due to their small size and...

(This article belongs to the Special Issue Recent Advances in Infrared Target Detection)
  • Article
  • Open Access
36 Citations
5,416 Views
36 Pages

6 May 2022

Infrared imaging plays an important role in space-based early warning and anti-missile guidance due to its particular imaging mechanism. However, the signal-to-noise ratio of the infrared image is usually low and the target is moving, which makes mos...

  • Article
  • Open Access
20 Citations
6,964 Views
17 Pages

20 July 2021

Infrared (IR) thermal imaging can detect the warm temperature of the human body regardless of the light conditions, thus small drones equipped with the IR thermal camera can be utilized to recognize human activity for smart surveillance, road safety,...

(This article belongs to the Special Issue Advances in Civil Applications of Unmanned Aircraft Systems)