Title :
Lossy compression effects on digital image matching
Author :
Maeder, Anthony J.
Author_Institution :
Sch. of Eng., Univ. of Ballarat, Victoria, Australia
Abstract :
Image matching determines spatial correspondences between images, using area-based, feature-based or various hybrid approaches. Match information is used in various image analysis and computer vision tasks, for example in image registration or stereo disparity calculations. The accuracy of these tasks depends on the match accuracy, which is affected by image quality. This paper considers how degradation in image quality associated with typical JPEC lossy compression can affect match accuracy
Keywords :
data compression; image coding; image matching; image registration; stereo image processing; JPEC lossy compression; area-based matching; computer vision; digital image matching; feature-based matching; image analysis; image quality; image registration; lossy compression effects; spatial correspondences; stereo disparity; Accuracy; Computer vision; Degradation; Digital images; Image analysis; Image coding; Image matching; Image quality; Image registration; Stereo vision;
Conference_Titel :
Pattern Recognition, 1998. Proceedings. Fourteenth International Conference on
Conference_Location :
Brisbane, Qld.
Print_ISBN :
0-8186-8512-3
DOI :
10.1109/ICPR.1998.712028