TY - GEN
T1 - 2D to cylindrical inverse projection of the wireless capsule endoscopy images
AU - Liu, Yina
AU - Tillo, Tammam
AU - Xiao, Jimin
AU - Lim, Enggee
AU - Wang, Zhao
PY - 2011
Y1 - 2011
N2 - In this paper, a two-dimensional to three-dimensional mapping of the wireless capsule endoscopy (WCE) images is proposed as well as the alignment of the consecutive images. The aim of this project is to reduce the diagnosis time of the doctor using the acquired data. This paper resolves a serious limitation of the inverse projection of the WCE images appeared previously. The novelty of this paper lies in three aspects. Firstly, as the main axis of the WCE is not always aligned with the center of the small bowel, the angle needs to be adjusted to obtain better visual effect. The inverse projected images considering the angle of the WCE are obtained from the innovative mathematical model proposed in this project. After compensating the angle, all the information in the interior wall of the small intestine will be clearly presented. Secondly, the redundancy of the images captured along a trajectory, where, they share a portion of overlapped information is exploited by motion estimation to enhance the final resolution. Therefore, doctors do not need to inspect the same region of the images without any benefit and the diagnosis time is significantly decreased. Finally, the cropped segments are merged into a single image which can fully represent the interior wall of the small intestine.
AB - In this paper, a two-dimensional to three-dimensional mapping of the wireless capsule endoscopy (WCE) images is proposed as well as the alignment of the consecutive images. The aim of this project is to reduce the diagnosis time of the doctor using the acquired data. This paper resolves a serious limitation of the inverse projection of the WCE images appeared previously. The novelty of this paper lies in three aspects. Firstly, as the main axis of the WCE is not always aligned with the center of the small bowel, the angle needs to be adjusted to obtain better visual effect. The inverse projected images considering the angle of the WCE are obtained from the innovative mathematical model proposed in this project. After compensating the angle, all the information in the interior wall of the small intestine will be clearly presented. Secondly, the redundancy of the images captured along a trajectory, where, they share a portion of overlapped information is exploited by motion estimation to enhance the final resolution. Therefore, doctors do not need to inspect the same region of the images without any benefit and the diagnosis time is significantly decreased. Finally, the cropped segments are merged into a single image which can fully represent the interior wall of the small intestine.
KW - Wireless capsule endoscopy
KW - alignment of the consecutive images
KW - angle aligned
KW - block-matching
KW - motion estimation
KW - two-dimensional to three-dimensional mapping
UR - http://www.scopus.com/inward/record.url?scp=84862973556&partnerID=8YFLogxK
U2 - 10.1109/CISP.2011.6099981
DO - 10.1109/CISP.2011.6099981
M3 - Conference Proceeding
AN - SCOPUS:84862973556
SN - 9781424493067
T3 - Proceedings - 4th International Congress on Image and Signal Processing, CISP 2011
SP - 1
EP - 5
BT - Proceedings - 4th International Congress on Image and Signal Processing, CISP 2011
T2 - 4th International Congress on Image and Signal Processing, CISP 2011
Y2 - 15 October 2011 through 17 October 2011
ER -