Electronic Image Stabilization based on Laplacian Bit Plane and Matching Block Classification

Feng Tian; Hongguang Li; Yijia Zeng

doi:10.1109/IAEAC47372.2019.8998003

Electronic Image Stabilization based on Laplacian Bit Plane and Matching Block Classification

Feng Tian
, Hongguang Li
, Yijia Zeng

China Aviation Industry Corporation
Beijing Aerospace University
Xidian University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

In this paper, an electronic image stabilization method based on Laplacian bit plane and matching block classification is proposed. The method uses Laplacian to extract the edge information of the image to construct bit plane. Weight is used to measure the feasibility of the vector becoming local motion vector and global motion vector. The matching result of each matching block and the global motion vector of the previous frames are combined to obtain the global motion of the current frame, which is used to compensate for frame motion to obtain a stable image. Finally, it is proved by experiment that the algorithm proposed in this paper requires a small amount of calculation and can eliminate the interference of small objects in the field of view. For CIF images, the algorithm can achieve real-time image processing, removing and reducing the jitter of the image. Compared with traditional bit plane matching electronic image stabilization methods, this algorithm lays stress on the full utilization of gray information and the adaptability of the algorithm when there is a small foreground object in the field of view.

Original language	English
Title of host publication	Proceedings of 2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019
Editors	Bing Xu, Kefen Mou
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	787-793
Number of pages	7
ISBN (Electronic)	9781728119076
DOIs	https://doi.org/10.1109/IAEAC47372.2019.8998003
State	Published - Dec 2019
Externally published	Yes
Event	4th IEEE Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019 - Chengdu, China Duration: 20 Dec 2019 → 22 Dec 2019

Publication series

Name	Proceedings of 2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019

Conference

Conference	4th IEEE Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019
Country/Territory	China
City	Chengdu
Period	20/12/19 → 22/12/19

Keywords

bit plane
electronic image stabilization
laplacian

Access to Document

10.1109/IAEAC47372.2019.8998003

Cite this

Tian, F., Li, H., & Zeng, Y. (2019). Electronic Image Stabilization based on Laplacian Bit Plane and Matching Block Classification. In B. Xu, & K. Mou (Eds.), Proceedings of 2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019 (pp. 787-793). Article 8998003 (Proceedings of 2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IAEAC47372.2019.8998003

Tian, Feng ; Li, Hongguang ; Zeng, Yijia. / Electronic Image Stabilization based on Laplacian Bit Plane and Matching Block Classification. Proceedings of 2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019. editor / Bing Xu ; Kefen Mou. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 787-793 (Proceedings of 2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019).

@inproceedings{09442f2cc0724a8783cb627999a7bffb,

title = "Electronic Image Stabilization based on Laplacian Bit Plane and Matching Block Classification",

abstract = "In this paper, an electronic image stabilization method based on Laplacian bit plane and matching block classification is proposed. The method uses Laplacian to extract the edge information of the image to construct bit plane. Weight is used to measure the feasibility of the vector becoming local motion vector and global motion vector. The matching result of each matching block and the global motion vector of the previous frames are combined to obtain the global motion of the current frame, which is used to compensate for frame motion to obtain a stable image. Finally, it is proved by experiment that the algorithm proposed in this paper requires a small amount of calculation and can eliminate the interference of small objects in the field of view. For CIF images, the algorithm can achieve real-time image processing, removing and reducing the jitter of the image. Compared with traditional bit plane matching electronic image stabilization methods, this algorithm lays stress on the full utilization of gray information and the adaptability of the algorithm when there is a small foreground object in the field of view.",

keywords = "bit plane, electronic image stabilization, laplacian",

author = "Feng Tian and Hongguang Li and Yijia Zeng",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 4th IEEE Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019 ; Conference date: 20-12-2019 Through 22-12-2019",

year = "2019",

month = dec,

doi = "10.1109/IAEAC47372.2019.8998003",

language = "英语",

series = "Proceedings of 2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "787--793",

editor = "Bing Xu and Kefen Mou",

booktitle = "Proceedings of 2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019",

address = "美国",

}

Tian, F, Li, H & Zeng, Y 2019, Electronic Image Stabilization based on Laplacian Bit Plane and Matching Block Classification. in B Xu & K Mou (eds), Proceedings of 2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019., 8998003, Proceedings of 2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019, Institute of Electrical and Electronics Engineers Inc., pp. 787-793, 4th IEEE Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019, Chengdu, China, 20/12/19. https://doi.org/10.1109/IAEAC47372.2019.8998003

Electronic Image Stabilization based on Laplacian Bit Plane and Matching Block Classification. / Tian, Feng; Li, Hongguang; Zeng, Yijia.
Proceedings of 2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019. ed. / Bing Xu; Kefen Mou. Institute of Electrical and Electronics Engineers Inc., 2019. p. 787-793 8998003 (Proceedings of 2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Electronic Image Stabilization based on Laplacian Bit Plane and Matching Block Classification

AU - Tian, Feng

AU - Li, Hongguang

AU - Zeng, Yijia

PY - 2019/12

Y1 - 2019/12

N2 - In this paper, an electronic image stabilization method based on Laplacian bit plane and matching block classification is proposed. The method uses Laplacian to extract the edge information of the image to construct bit plane. Weight is used to measure the feasibility of the vector becoming local motion vector and global motion vector. The matching result of each matching block and the global motion vector of the previous frames are combined to obtain the global motion of the current frame, which is used to compensate for frame motion to obtain a stable image. Finally, it is proved by experiment that the algorithm proposed in this paper requires a small amount of calculation and can eliminate the interference of small objects in the field of view. For CIF images, the algorithm can achieve real-time image processing, removing and reducing the jitter of the image. Compared with traditional bit plane matching electronic image stabilization methods, this algorithm lays stress on the full utilization of gray information and the adaptability of the algorithm when there is a small foreground object in the field of view.

AB - In this paper, an electronic image stabilization method based on Laplacian bit plane and matching block classification is proposed. The method uses Laplacian to extract the edge information of the image to construct bit plane. Weight is used to measure the feasibility of the vector becoming local motion vector and global motion vector. The matching result of each matching block and the global motion vector of the previous frames are combined to obtain the global motion of the current frame, which is used to compensate for frame motion to obtain a stable image. Finally, it is proved by experiment that the algorithm proposed in this paper requires a small amount of calculation and can eliminate the interference of small objects in the field of view. For CIF images, the algorithm can achieve real-time image processing, removing and reducing the jitter of the image. Compared with traditional bit plane matching electronic image stabilization methods, this algorithm lays stress on the full utilization of gray information and the adaptability of the algorithm when there is a small foreground object in the field of view.

KW - bit plane

KW - electronic image stabilization

KW - laplacian

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U2 - 10.1109/IAEAC47372.2019.8998003

DO - 10.1109/IAEAC47372.2019.8998003

M3 - 会议稿件

AN - SCOPUS:85081182136

T3 - Proceedings of 2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019

SP - 787

EP - 793

BT - Proceedings of 2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019

A2 - Xu, Bing

A2 - Mou, Kefen

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 4th IEEE Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019

Y2 - 20 December 2019 through 22 December 2019

ER -

Tian F, Li H, Zeng Y. Electronic Image Stabilization based on Laplacian Bit Plane and Matching Block Classification. In Xu B, Mou K, editors, Proceedings of 2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019. Institute of Electrical and Electronics Engineers Inc. 2019. p. 787-793. 8998003. (Proceedings of 2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019). doi: 10.1109/IAEAC47372.2019.8998003

Electronic Image Stabilization based on Laplacian Bit Plane and Matching Block Classification

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