Surveillance and activity recognition with depth information

Frank Wallhojf; Martin Ruß; Gerhard Rigoll; Johann Göbel; Hermann Diehl

Surveillance and activity recognition with depth information

Frank Wallhojf, Martin Ruß, Gerhard Rigoll, Johann Göbel, Hermann Diehl

Chair of Human-Machine Communication

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

9 Scopus citations

Abstract

In the present, treatise an image sensor acquiring additional depth information is applied to extend regular computer vision algorithms. The so called Photonic Mixer Device (PMD) basing on the time-of-flight principle can measure the distance between a smart pixel on the image sensor and the object being recorded. Since the resolution of such a sensor is rather low, they are not intended to replace existing image acquisition technologies, i.e. CMOS or CCD cameras, but can rather be employed to assist and speed up several tasks, especially image segmentation or object detection tasks.

Original language	English
Title of host publication	Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007
Pages	1103-1106
Number of pages	4
State	Published - 2007
Event	IEEE International Conference onMultimedia and Expo, ICME 2007 - Beijing, China Duration: 2 Jul 2007 → 5 Jul 2007

Publication series

Name	Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007

Conference

Conference	IEEE International Conference onMultimedia and Expo, ICME 2007
Country/Territory	China
City	Beijing
Period	2/07/07 → 5/07/07

Keywords

3D surveillance
Computer vision
Photonic mixer device
Segmentation

Cite this

@inproceedings{a6a82111316d4c849fb81f84e789c6e2,

title = "Surveillance and activity recognition with depth information",

abstract = "In the present, treatise an image sensor acquiring additional depth information is applied to extend regular computer vision algorithms. The so called Photonic Mixer Device (PMD) basing on the time-of-flight principle can measure the distance between a smart pixel on the image sensor and the object being recorded. Since the resolution of such a sensor is rather low, they are not intended to replace existing image acquisition technologies, i.e. CMOS or CCD cameras, but can rather be employed to assist and speed up several tasks, especially image segmentation or object detection tasks.",

keywords = "3D surveillance, Computer vision, Photonic mixer device, Segmentation",

author = "Frank Wallhojf and Martin Ru{\ss} and Gerhard Rigoll and Johann G{\"o}bel and Hermann Diehl",

year = "2007",

language = "English",

isbn = "1424410177",

series = "Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007",

pages = "1103--1106",

booktitle = "Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007",

note = "IEEE International Conference onMultimedia and Expo, ICME 2007 ; Conference date: 02-07-2007 Through 05-07-2007",

}

Wallhojf, F, Ruß, M, Rigoll, G, Göbel, J & Diehl, H 2007, Surveillance and activity recognition with depth information. in Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007., 4284847, Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007, pp. 1103-1106, IEEE International Conference onMultimedia and Expo, ICME 2007, Beijing, China, 2/07/07.

Surveillance and activity recognition with depth information. / Wallhojf, Frank; Ruß, Martin; Rigoll, Gerhard et al.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007. 2007. p. 1103-1106 4284847 (Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007).

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

TY - GEN

T1 - Surveillance and activity recognition with depth information

AU - Wallhojf, Frank

AU - Ruß, Martin

AU - Rigoll, Gerhard

AU - Göbel, Johann

AU - Diehl, Hermann

PY - 2007

Y1 - 2007

N2 - In the present, treatise an image sensor acquiring additional depth information is applied to extend regular computer vision algorithms. The so called Photonic Mixer Device (PMD) basing on the time-of-flight principle can measure the distance between a smart pixel on the image sensor and the object being recorded. Since the resolution of such a sensor is rather low, they are not intended to replace existing image acquisition technologies, i.e. CMOS or CCD cameras, but can rather be employed to assist and speed up several tasks, especially image segmentation or object detection tasks.

AB - In the present, treatise an image sensor acquiring additional depth information is applied to extend regular computer vision algorithms. The so called Photonic Mixer Device (PMD) basing on the time-of-flight principle can measure the distance between a smart pixel on the image sensor and the object being recorded. Since the resolution of such a sensor is rather low, they are not intended to replace existing image acquisition technologies, i.e. CMOS or CCD cameras, but can rather be employed to assist and speed up several tasks, especially image segmentation or object detection tasks.

KW - 3D surveillance

KW - Computer vision

KW - Photonic mixer device

KW - Segmentation

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M3 - Conference contribution

AN - SCOPUS:46449136419

SN - 1424410177

SN - 9781424410170

T3 - Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007

SP - 1103

EP - 1106

BT - Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007

T2 - IEEE International Conference onMultimedia and Expo, ICME 2007

Y2 - 2 July 2007 through 5 July 2007

ER -

Surveillance and activity recognition with depth information

Abstract

Publication series

Conference

Keywords

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