Hardware-aware Moving Objects Detection in Satellite Image

被引：0

作者：

Lee, Pei-Jun ^{[1
]}

Chiu, Zheng-Kai ^{[1
]}

Liu, Kuang-Zhe ^{[1
]}

Lin, Albert ^{[2
]}

Chen, Chia-Ray ^{[2
]}

机构：

[1] Natl Chi Nan Univ, Elect Engn Dept, Puli, Taiwan

[2] Natl Space Org, Hsinchu, Taiwan

来源：

2018 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS-TAIWAN (ICCE-TW) | 2018年

关键词：

image processing; Harris detection; optical flow; Kalman filter;

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：

This paper proposes an effective way to detect the moving objects in the satellite image. Since the moving objects cannot determine first in the satellite, the corner detection algorithm is applied to obtain the feature of objects. Next, the optical flow algorithm is used to estimate motion vector of objects. In order to speed up the computation and reduce the resource of the hardware, Kalman filter is utilized after the optical flow results. According to the result, objects motion can be detected effectively.

引用

页数：2

共 50 条

[1] T-RexNet-A Hardware-Aware Neural Network for Real-Time Detection of Small Moving Objects
Canepa, Alessio
Ragusa, Edoardo
Zunino, Rodolfo
Gastaldo, Paolo
SENSORS, 2021, 21 (04) : 1 - 18
[2] An hardware-aware image polarity detector enhanced with visual attention
Ragusa, Edoardo
Apicella, Tommaso
Gianoglio, Christian
Zunino, Rodolfo
Gastaldo, Paolo
2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2020,
[3] Hardware-Aware Affordance Detection for Application in Portable Embedded Systems
Ragusa, Edoardo
Gianoglio, Christian
Dosen, Strahinja
Gastaldo, Paolo
IEEE ACCESS, 2021, 9 : 123178 - 123193
[4] HAPI: Hardware-Aware Progressive Inference
Laskaridis, Stefanos
Venieris, Stylianos, I
Kim, Hyeji
Lane, Nicholas D.
2020 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER AIDED-DESIGN (ICCAD), 2020,
[5] Hardware-Aware Evolutionary Filter Pruning
Heidorn, Christian
Meyerhoefer, Nicolai
Schinabeck, Christian
Hannig, Frank
Teich, Juergen
EMBEDDED COMPUTER SYSTEMS: ARCHITECTURES, MODELING, AND SIMULATION, SAMOS 2022, 2022, 13511 : 283 - 299
[6] Hardware-Aware design for edge intelligence
Gross W.J.
Meyer B.H.
Ardakani A.
IEEE Open Journal of Circuits and Systems, 2021, 2 : 113 - 127
[7] Hardware-Aware Quadrature Spatial Modulation
Celik, Yasin
Colak, Sultan Aldirmaz
2022 30TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE, SIU, 2022,
[8] A Hardware-Aware Sampling Parameter Search for Efficient Probabilistic Object Detection
Hoefer, Julian
Hotfilter, Tim
Kress, Fabian
Qiu, Chen
Harbaum, Tanja
Becker, Juergen
COMPUTER VISION SYSTEMS, ICVS 2023, 2023, 14253 : 299 - 309
[9] Hardware-Aware Color-Distorted Image Classifier for Intelligent White Balance
Huang, Chengqiang
Zhu, Yongxin
Wang, Hui
Feng, Songlin
INTERNATIONAL JOURNAL OF IMAGE AND GRAPHICS, 2025,
[10] On Hardware-Aware Design and Optimization of Edge Intelligence
Huai, Shuo
Kong, Hao
Luo, Xiangzhong
Liu, Di
Subramaniam, Ravi
Makaya, Christian
Lin, Qian
Liu, Weichen
IEEE DESIGN & TEST, 2023, 40 (06) : 149 - 162

← 1 2 3 4 5 →