Detecting Changes in Spatial-Temporal Image Data Based on Quadratic Forms

被引：4

作者：

Prause, Annabel ^{[1
]}

Steland, Ansgar ^{[1
]}

机构：

[1] Rhein Westfal TH Aachen, Inst Stat, Wuellnerstr 3, Aachen, Germany

来源：

STOCHASTIC MODELS, STATISTICS AND THEIR APPLICATIONS | 2015年 / 122卷

关键词：

D O I：

10.1007/978-3-319-13881-7_16

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

We consider the problem to monitor a sequence of images that may be affected by spatial as well as temporal dependencies. In order to detect a change, we consider a detector based on linear combinations of quadratic forms, thus allowing to consider linear contrasts of subimages in terms of their average grey value. We derive the asymptotic distribution of the proposed detector and the underlying empirical processes under the no-change null hypothesis and general alternatives.

引用

页码：139 / 147

页数：9

共 50 条

[1] Spatial-temporal Data Interpolation Based on Spatial-temporal Kriging Method
Xu M.-L.
Xing T.
Han M.
[J]. Zidonghua Xuebao/Acta Automatica Sinica, 2020, 46 (08): : 1681 - 1688
[2] Detecting Ionospheric Threat for GBAS Based on Spatial-temporal Method
Zhao, Peng
Zhang, Jun
Xue, Rui
[J]. PROCEEDINGS OF THE 26TH INTERNATIONAL TECHNICAL MEETING OF THE SATELLITE DIVISION OF THE INSTITUTE OF NAVIGATION (ION GNSS 2013), 2013, : 1428 - 1434
[3] Motion-based spatial-temporal image repairing
Zhao, WY
[J]. ICIP: 2004 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1- 5, 2004, : 291 - 294
[4] SPATIAL-TEMPORAL REASONING OF GEOVIDEO DATA BASED ON ONTOLOGY
Zhou, Yan
Wang, Zhe
He, Di
[J]. 2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2016, : 4470 - 4473
[5] Hotspots Extraction Based on Spatial-Temporal Trajectory Data
Wang K.
Mei K.-J.
Zhu J.-H.
Niu X.-Z.
[J]. Dianzi Keji Daxue Xuebao/Journal of the University of Electronic Science and Technology of China, 2019, 48 (06): : 925 - 930
[6] Spatial-temporal difference equations and their application in spatial-temporal data model especially for big data
Zhu, Dingju
[J]. JOURNAL OF DIFFERENCE EQUATIONS AND APPLICATIONS, 2017, 23 (1-2) : 66 - 87
[7] Spatial-Temporal Attention for Image Captioning
Zhou, Junwei
Wang, Xi
Han, Jizhong
Hu, Songlin
Gao, Hongchao
[J]. 2018 IEEE FOURTH INTERNATIONAL CONFERENCE ON MULTIMEDIA BIG DATA (BIGMM), 2018,
[8] Detecting and Analysing Spatial-temporal Aggregation of Flight Turbulence with the QAR Big Data
Wu, Mengyue
Sun, Huabo
Wang, Chun
Lu, Binbin
[J]. 2018 26TH INTERNATIONAL CONFERENCE ON GEOINFORMATICS (GEOINFORMATICS 2018), 2018,
[9] Remote sensing image recommendation based on spatial-temporal model
Chen, Xu
Liu, Yixian
Li, Feng
Li, Xiangxiang
Jia, Xiangyang
[J]. COMPUTERS & GEOSCIENCES, 2021, 157
[10] Cloud parallel spatial-temporal data model with intelligent parameter adaptation for spatial-temporal big data
Zhu, Dingju
[J]. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2018, 30 (22):

← 1 2 3 4 5 →