TY - GEN
T1 - Global feature properties by image modifications and variations
AU - Jeong, Jaekyong
AU - Park, Chunho
AU - Jeon, Byeungwoo
PY - 2009
Y1 - 2009
N2 - In this paper, we examine the properties of some typical instance of global image features to provide clues to image retrieval by efficient selection of them as content. It is performed by calculating the feature difference between images including variously transformed images. Image data might be caused image variations by typical modification or deterioration originated from image collection process. We intend to classify the transformed images as identical group and investigate the appropriate kind of feature which is robust against the image variation and difference measuring method distinguishable from other group. The result can be applied for image identification against environmental modifications or identical photographic image grouping working with local feature.
AB - In this paper, we examine the properties of some typical instance of global image features to provide clues to image retrieval by efficient selection of them as content. It is performed by calculating the feature difference between images including variously transformed images. Image data might be caused image variations by typical modification or deterioration originated from image collection process. We intend to classify the transformed images as identical group and investigate the appropriate kind of feature which is robust against the image variation and difference measuring method distinguishable from other group. The result can be applied for image identification against environmental modifications or identical photographic image grouping working with local feature.
KW - Component
KW - Global feature
KW - Image identification
KW - Photographic image grouping
KW - Typical modification
UR - https://www.scopus.com/pages/publications/73549095556
U2 - 10.1109/NCM.2009.314
DO - 10.1109/NCM.2009.314
M3 - Conference contribution
AN - SCOPUS:73549095556
SN - 9780769537696
T3 - NCM 2009 - 5th International Joint Conference on INC, IMS, and IDC
SP - 1611
EP - 1614
BT - NCM 2009 - 5th International Joint Conference on INC, IMS, and IDC
T2 - NCM 2009 - 5th International Joint Conference on Int. Conf. on Networked Computing, Int. Conf. on Advanced Information Management and Service, and Int. Conf. on Digital Content, Multimedia Technology and its Applications
Y2 - 25 August 2009 through 27 August 2009
ER -