Title :
Segmentaton performance comparison over HDR images
Author :
Yetgin, Omer Emre ; Gerek, Omer Nezih
Author_Institution :
Elektron. Muhendisligi Bolumu, KARA HARP OKULU, Ankara, Turkey
Abstract :
Achievement of sharp, crisp and contrasty photos plays an important role in automatic image segmentation. A fair contrast can be achieved by successful exposure settings in the camera, which can be difficult to achieve during the photo shoot operation. This works aims to clarify effects of post processing single shots (via contrast stretching, which is sometimes called the approximate high dynamic range - HDR) to segmentation performance. It is a known fact that contrast manipulations do not add extra information to the image. On the other hand, most standard segmentation algorithms use fixed threshold settings or fixed methods for threshold selection. Therefore, the contrast processing does have eminent effects on segmentation. This paper presents experimental results on subjective segmentation performances.
Keywords :
image segmentation; HDR images; automatic image segmentation; fixed threshold settings; high-dynamic range image; photo shoot operation; segmentation performance comparison; single shot post processing; threshold selection; Approximation algorithms; Cameras; Dynamic range; Heuristic algorithms; Histograms; Image segmentation; Standards; HDR imaging; Otsu; contrast stretching; histogram equalization; segmentation;
Conference_Titel :
Signal Processing and Communications Applications Conference (SIU), 2015 23th
Conference_Location :
Malatya
DOI :
10.1109/SIU.2015.7130186