Abstract
This paper proposes a diminished reality method for hiding a pedestrian from a hand-held camera sequence. In the proposed method, the pedestrian is extracted from each frame of input video sequence using HOG based people detector. The detected area is excluded from each frame by masking, and then two frames are stitched for generating a stitched background image. By using the stitched background image, the pedestrian's mask for hiding is made. It is used for overlaying the background pixel to the pedestrian in the original frame. The presented experimental result is demonstrate the effectiveness of the proposed method.
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the 2015 IEEE International Symposium on Mixed and Augmented Reality Workshops, ISMARW 2015 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 47-52 |
| Number of pages | 6 |
| ISBN (Print) | 9781467384711 |
| DOIs | |
| Publication status | Published - 2015 Dec 2 |
| Event | 14th IEEE International Symposium on Mixed and Augmented Reality Workshops, ISMARW 2015 - Fukuoka, Japan Duration: 2015 Sep 29 → 2015 Oct 3 |
Other
| Other | 14th IEEE International Symposium on Mixed and Augmented Reality Workshops, ISMARW 2015 |
|---|---|
| Country | Japan |
| City | Fukuoka |
| Period | 15/9/29 → 15/10/3 |
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Keywords
- And virtual realities; I.5.4 [IMAGE PROCESSING AND COMPUTER VISION]: Applications-Computer vision
- Augmented
- H.5.1 [INFORMATION INTERFACES AND PRESENTATION]: Multimedia Information Systems-Artificial
ASJC Scopus subject areas
- Computer Science Applications
- Computer Vision and Pattern Recognition
- Signal Processing
Cite this
Diminished reality for hiding a pedestrian using hand-held camera. / Hasegawa, Kunihiro; Saito, Hideo.
Proceedings of the 2015 IEEE International Symposium on Mixed and Augmented Reality Workshops, ISMARW 2015. Institute of Electrical and Electronics Engineers Inc., 2015. p. 47-52 7344756.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - Diminished reality for hiding a pedestrian using hand-held camera
AU - Hasegawa, Kunihiro
AU - Saito, Hideo
PY - 2015/12/2
Y1 - 2015/12/2
N2 - This paper proposes a diminished reality method for hiding a pedestrian from a hand-held camera sequence. In the proposed method, the pedestrian is extracted from each frame of input video sequence using HOG based people detector. The detected area is excluded from each frame by masking, and then two frames are stitched for generating a stitched background image. By using the stitched background image, the pedestrian's mask for hiding is made. It is used for overlaying the background pixel to the pedestrian in the original frame. The presented experimental result is demonstrate the effectiveness of the proposed method.
AB - This paper proposes a diminished reality method for hiding a pedestrian from a hand-held camera sequence. In the proposed method, the pedestrian is extracted from each frame of input video sequence using HOG based people detector. The detected area is excluded from each frame by masking, and then two frames are stitched for generating a stitched background image. By using the stitched background image, the pedestrian's mask for hiding is made. It is used for overlaying the background pixel to the pedestrian in the original frame. The presented experimental result is demonstrate the effectiveness of the proposed method.
KW - And virtual realities; I.5.4 [IMAGE PROCESSING AND COMPUTER VISION]: Applications-Computer vision
KW - Augmented
KW - H.5.1 [INFORMATION INTERFACES AND PRESENTATION]: Multimedia Information Systems-Artificial
UR - http://www.scopus.com/inward/record.url?scp=84960443826&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84960443826&partnerID=8YFLogxK
U2 - 10.1109/ISMARW.2015.18
DO - 10.1109/ISMARW.2015.18
M3 - Conference contribution
AN - SCOPUS:84960443826
SN - 9781467384711
SP - 47
EP - 52
BT - Proceedings of the 2015 IEEE International Symposium on Mixed and Augmented Reality Workshops, ISMARW 2015
PB - Institute of Electrical and Electronics Engineers Inc.
ER -