Research on Pedestrian Detection Method Based on the Intersection with Fixed Camera

Xinyu Xu; Zhaosheng Zhang; Wenliang Li; Huachun Tan

doi:10.1109/ISCID.2016.1078

Research on Pedestrian Detection Method Based on the Intersection with Fixed Camera

Xinyu Xu, Zhaosheng Zhang, Wenliang Li, Huachun Tan

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

2 Citations (Scopus)

Abstract

This paper proposed a new pedestrian detection method with depth information based on Histogram of Oriented Gradient and Support Vector Machin. According to the principle of perspective, use the different classifier with different scale in different position of the image to reduce the detection time. At the same time, Adding the Hard Examples to negative sample to decrease the false positive rate and improve the accuracy of detection.

Original language	English
Title of host publication	Proceedings - 2016 9th International Symposium on Computational Intelligence and Design, ISCID 2016
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	311-314
Number of pages	4
ISBN (Electronic)	9781509035588
DOIs	https://doi.org/10.1109/ISCID.2016.1078
Publication status	Published - 2 Jul 2016
Event	9th International Symposium on Computational Intelligence and Design, ISCID 2016 - Hangzhou, Zhejiang, China Duration: 10 Dec 2016 → 11 Dec 2016

Publication series

Name	Proceedings - 2016 9th International Symposium on Computational Intelligence and Design, ISCID 2016
Volume	1

Conference

Conference	9th International Symposium on Computational Intelligence and Design, ISCID 2016
Country/Territory	China
City	Hangzhou, Zhejiang
Period	10/12/16 → 11/12/16

Keywords

Feature extraction
Intersection
Pedestrian detection
classification and localization
depth information

Access to Document

10.1109/ISCID.2016.1078

Cite this

Xu, X., Zhang, Z., Li, W., & Tan, H. (2016). Research on Pedestrian Detection Method Based on the Intersection with Fixed Camera. In Proceedings - 2016 9th International Symposium on Computational Intelligence and Design, ISCID 2016 (pp. 311-314). Article 7830352 (Proceedings - 2016 9th International Symposium on Computational Intelligence and Design, ISCID 2016; Vol. 1). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISCID.2016.1078

Xu, Xinyu ; Zhang, Zhaosheng ; Li, Wenliang et al. / Research on Pedestrian Detection Method Based on the Intersection with Fixed Camera. Proceedings - 2016 9th International Symposium on Computational Intelligence and Design, ISCID 2016. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 311-314 (Proceedings - 2016 9th International Symposium on Computational Intelligence and Design, ISCID 2016).

@inproceedings{92cfc3f836d1425191d45107e08dd91d,

title = "Research on Pedestrian Detection Method Based on the Intersection with Fixed Camera",

abstract = "This paper proposed a new pedestrian detection method with depth information based on Histogram of Oriented Gradient and Support Vector Machin. According to the principle of perspective, use the different classifier with different scale in different position of the image to reduce the detection time. At the same time, Adding the Hard Examples to negative sample to decrease the false positive rate and improve the accuracy of detection.",

keywords = "Feature extraction, Intersection, Pedestrian detection, classification and localization, depth information",

author = "Xinyu Xu and Zhaosheng Zhang and Wenliang Li and Huachun Tan",

note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 9th International Symposium on Computational Intelligence and Design, ISCID 2016 ; Conference date: 10-12-2016 Through 11-12-2016",

year = "2016",

month = jul,

day = "2",

doi = "10.1109/ISCID.2016.1078",

language = "English",

series = "Proceedings - 2016 9th International Symposium on Computational Intelligence and Design, ISCID 2016",

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

pages = "311--314",

booktitle = "Proceedings - 2016 9th International Symposium on Computational Intelligence and Design, ISCID 2016",

address = "United States",

}

Xu, X, Zhang, Z, Li, W & Tan, H 2016, Research on Pedestrian Detection Method Based on the Intersection with Fixed Camera. in Proceedings - 2016 9th International Symposium on Computational Intelligence and Design, ISCID 2016., 7830352, Proceedings - 2016 9th International Symposium on Computational Intelligence and Design, ISCID 2016, vol. 1, Institute of Electrical and Electronics Engineers Inc., pp. 311-314, 9th International Symposium on Computational Intelligence and Design, ISCID 2016, Hangzhou, Zhejiang, China, 10/12/16. https://doi.org/10.1109/ISCID.2016.1078

Research on Pedestrian Detection Method Based on the Intersection with Fixed Camera. / Xu, Xinyu; Zhang, Zhaosheng; Li, Wenliang et al.
Proceedings - 2016 9th International Symposium on Computational Intelligence and Design, ISCID 2016. Institute of Electrical and Electronics Engineers Inc., 2016. p. 311-314 7830352 (Proceedings - 2016 9th International Symposium on Computational Intelligence and Design, ISCID 2016; Vol. 1).

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

TY - GEN

T1 - Research on Pedestrian Detection Method Based on the Intersection with Fixed Camera

AU - Xu, Xinyu

AU - Zhang, Zhaosheng

AU - Li, Wenliang

AU - Tan, Huachun

PY - 2016/7/2

Y1 - 2016/7/2

N2 - This paper proposed a new pedestrian detection method with depth information based on Histogram of Oriented Gradient and Support Vector Machin. According to the principle of perspective, use the different classifier with different scale in different position of the image to reduce the detection time. At the same time, Adding the Hard Examples to negative sample to decrease the false positive rate and improve the accuracy of detection.

AB - This paper proposed a new pedestrian detection method with depth information based on Histogram of Oriented Gradient and Support Vector Machin. According to the principle of perspective, use the different classifier with different scale in different position of the image to reduce the detection time. At the same time, Adding the Hard Examples to negative sample to decrease the false positive rate and improve the accuracy of detection.

KW - Feature extraction

KW - Intersection

KW - Pedestrian detection

KW - classification and localization

KW - depth information

UR - http://www.scopus.com/inward/record.url?scp=85013663204&partnerID=8YFLogxK

U2 - 10.1109/ISCID.2016.1078

DO - 10.1109/ISCID.2016.1078

M3 - Conference contribution

AN - SCOPUS:85013663204

T3 - Proceedings - 2016 9th International Symposium on Computational Intelligence and Design, ISCID 2016

SP - 311

EP - 314

BT - Proceedings - 2016 9th International Symposium on Computational Intelligence and Design, ISCID 2016

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 9th International Symposium on Computational Intelligence and Design, ISCID 2016

Y2 - 10 December 2016 through 11 December 2016

ER -

Xu X, Zhang Z, Li W, Tan H. Research on Pedestrian Detection Method Based on the Intersection with Fixed Camera. In Proceedings - 2016 9th International Symposium on Computational Intelligence and Design, ISCID 2016. Institute of Electrical and Electronics Engineers Inc. 2016. p. 311-314. 7830352. (Proceedings - 2016 9th International Symposium on Computational Intelligence and Design, ISCID 2016). doi: 10.1109/ISCID.2016.1078

Research on Pedestrian Detection Method Based on the Intersection with Fixed Camera

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this