TY - GEN
T1 - Extending the FOV from disparity and color consistencies in multiview light fields
AU - Ren, Zhao
AU - Zhang, Qi
AU - Zhu, Hao
AU - Wang, Qing
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2017/7/2
Y1 - 2017/7/2
N2 - Light field, which is captured by a plenoptic camera, is always limited in its narrow field of view (FOV) by the physical size of the aperture. To break through the restriction, we propose to extend the FOV using multiview light fields. A series of light fields are acquired by translating the camera at isometric spatial positions. In contrast to previous methods, our algorithm is the first that achieves light field registration and rendering based on epipolar plane image (EPI) properties, including disparity and color consistencies. Furthermore, the aliasing caused by the under-sampling in the angular space is eliminated by synthesizing novel views in the EPI space. Experimental results on the real scene data have demonstrated the effectiveness of our algorithm.
AB - Light field, which is captured by a plenoptic camera, is always limited in its narrow field of view (FOV) by the physical size of the aperture. To break through the restriction, we propose to extend the FOV using multiview light fields. A series of light fields are acquired by translating the camera at isometric spatial positions. In contrast to previous methods, our algorithm is the first that achieves light field registration and rendering based on epipolar plane image (EPI) properties, including disparity and color consistencies. Furthermore, the aliasing caused by the under-sampling in the angular space is eliminated by synthesizing novel views in the EPI space. Experimental results on the real scene data have demonstrated the effectiveness of our algorithm.
KW - Disparity and color consistencies
KW - Epipolar plane image (EPI)
KW - Field of view (FOV)
KW - Light field
KW - Novel view synthesis
UR - http://www.scopus.com/inward/record.url?scp=85045330324&partnerID=8YFLogxK
U2 - 10.1109/ICIP.2017.8296463
DO - 10.1109/ICIP.2017.8296463
M3 - 会议稿件
AN - SCOPUS:85045330324
T3 - Proceedings - International Conference on Image Processing, ICIP
SP - 1157
EP - 1161
BT - 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings
PB - IEEE Computer Society
T2 - 24th IEEE International Conference on Image Processing, ICIP 2017
Y2 - 17 September 2017 through 20 September 2017
ER -