TY - GEN
T1 - An automatic compensation system for unclear area in 360-degree images using pan-tilt camera
AU - Tamaki, Masaya
AU - Premachandra, Chinthaka
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/10
Y1 - 2019/10
N2 - We conduct research using a 360-degree camera THETA. The ability to capture a wider range with a single camera is very advantageous for object recognition and classification. However, processing of images taken with a 360degree camera has problems such as image distortion caused by the lens and insufficient resolution in recognizing distant objects, so that it is difficult to classify the object in the corresponding area. In this paper, we propose a method for modifying unclear areas of 360-degree camera images using images taken with a couple of Pan-Tilt (PT) cameras those are installed on a same platform as THEA. By using this system with three cameras, it can be expected that object classification in an unclear area, which has been difficult in the past, is performed with high accuracy.
AB - We conduct research using a 360-degree camera THETA. The ability to capture a wider range with a single camera is very advantageous for object recognition and classification. However, processing of images taken with a 360degree camera has problems such as image distortion caused by the lens and insufficient resolution in recognizing distant objects, so that it is difficult to classify the object in the corresponding area. In this paper, we propose a method for modifying unclear areas of 360-degree camera images using images taken with a couple of Pan-Tilt (PT) cameras those are installed on a same platform as THEA. By using this system with three cameras, it can be expected that object classification in an unclear area, which has been difficult in the past, is performed with high accuracy.
KW - 360-degree camera
KW - Camera control
KW - High resolution image capturing
KW - Pan-tilt camera
KW - Unclear image area
UR - http://www.scopus.com/inward/record.url?scp=85081079163&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85081079163&partnerID=8YFLogxK
U2 - 10.1109/ISSE46696.2019.8984432
DO - 10.1109/ISSE46696.2019.8984432
M3 - Conference contribution
AN - SCOPUS:85081079163
T3 - ISSE 2019 - 5th IEEE International Symposium on Systems Engineering, Proceedings
BT - ISSE 2019 - 5th IEEE International Symposium on Systems Engineering, Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 5th Annual IEEE International Symposium on Systems Engineering, ISSE 2019
Y2 - 1 October 2019 through 3 October 2019
ER -