TVPCF: A Spatial and Temporal Filter for Small Target Detection in IR Images

被引：0

作者：

Gao, Jinyan ^{[1
]}

Lin, Zaiping ^{[1
]}

Guo, Yulan ^{[1
,2
]}

An, Wei ^{[1
]}

机构：

[1] Natl Univ Def Technol, Coll Elect Sci & Engn, Changsha, Hunan, Peoples R China

[2] Chinese Acad Sci, Inst Comp Technol, Beijing, Peoples R China

来源：

2017 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING - TECHNIQUES AND APPLICATIONS (DICTA) | 2017年

基金：

中国国家自然科学基金;

关键词：

infrared image; moving target detection; cloud edge removal; clutter removal; POINT TARGET; DETECTION ALGORITHM; SEQUENCES;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

Small infrared target detection in complex backgrounds is a challenging task. Due to dynamic background clutter and low signal-to-clutter ratio, most conventional methods fail to produce satisfactory results. In this paper, an effective spatial and temporal filter is proposed. The spatial filter is used to remove cloud edge, and the temporal filter is used to remove point-like background clutter. Experimental results demonstrate that the proposed method can effectively detect dim small targets with a very low false alarm rate and an acceptable detection rate.

引用

页码：361 / 367

页数：7

共 50 条

[1] A method for IR point target detection based on spatial-temporal bilateral filter
Pei, Jihong
Lu, Zongqing
Xie, Weixin
[J]. 18TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 3, PROCEEDINGS, 2006, : 846 - +
[2] Small target detection using bilateral filter and temporal cross product in infrared images
Bae, Tae-Wuk
[J]. INFRARED PHYSICS & TECHNOLOGY, 2011, 54 (05) : 403 - 411
[3] Infrared Small Target Detection Using a Temporal Variance and Spatial Patch Contrast Filter
Gao, Jinyan
Lin, Zaiping
An, Wei
[J]. IEEE ACCESS, 2019, 7 : 32217 - 32226
[4] Spatial and temporal bilateral filter for infrared small target enhancement
Bae, Tae-Wuk
[J]. INFRARED PHYSICS & TECHNOLOGY, 2014, 63 : 42 - 53
[5] Small target detection based on correlation detection in IR sequences images
College of Engineering, Air Force Engineering University, Xi'an 710038, China
[J]. Guangdian Gongcheng, 2008, 10 (48-53): : 48 - 53
[6] Motion estimation and spatial-temporal filter-based infrared small target detection algorithm
Wang, Zhonghua
Liao, Yuan
Liu, Qingping
Li, Chunyong
[J]. International Journal of Wireless and Mobile Computing, 2015, 8 (03) : 256 - 261
[7] Moving point target detection using temporal variance filter in IR imagery
Sun, Xiechang
Zhang, Tianxu
Li, Meng
[J]. MIPPR 2007: AUTOMATIC TARGET RECOGNITION AND IMAGE ANALYSIS; AND MULTISPECTRAL IMAGE ACQUISITION, PTS 1 AND 2, 2007, 6786
[8] ST-Trans: Spatial-Temporal Transformer for Infrared Small Target Detection in Sequential Images
Tong, Xiaozhong
Zuo, Zhen
Su, Shaojing
Wei, Junyu
Sun, Xiaoyong
Wu, Peng
Zhao, Zongqing
[J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 62 : 1 - 19
[9] A new spatial and temporal infrared small target detection method
Gao, Jinyan
Yu, Jiyang
Pan, Zhongshi
Liu, Xiaolei
Li, Ke
[J]. GLOBAL INTELLIGENT INDUSTRY CONFERENCE 2020, 2021, 11780
[10] Algorithm of IR small targets detection based on spatial filter and its application
Luo Jun-Hui
Ji Hong-Bing
Liu Jin
[J]. JOURNAL OF INFRARED AND MILLIMETER WAVES, 2007, 26 (03) : 209 - 212

← 1 2 3 4 5 →