Title :
Review on sonar image enhancement and object detection using image fusion techniques
Author :
Anitha, U. ; Malarkkan, S.
Author_Institution :
Sathyabama Univ., Chennai, India
Abstract :
The present and the past work of the sonar image enhancement techniques are reviewed in this paper and we also discussed about the steps involved for object detection. In digital image reconstruction image fusion plays a major role of preprocessing. Image fusion will integrates the relevant information of same scene from multiple images with same dimension. The resultant image should be better quality and it preserves all the required and useful information´s from the source images. It will be highly suitable for the analysis of human and machine intervention. Further tasks such as classification through segmentation and object detection are done. Despite the significant research conducted on this topic, the development of efficient sonar image fusion and other image processing tasks are still a big challenge for the researchers.
Keywords :
image classification; image enhancement; image fusion; image segmentation; object detection; sonar imaging; digital image reconstruction image fusion; image fusion techniques; image processing tasks; object classification; object detection; object segmentation; review; sonar image enhancement techniques; sonar image fusion; source images; Image fusion; Image segmentation; Object detection; Sonar detection; Synthetic aperture sonar; Transforms; Classification; Image fusion; Object detection; Segmentation;
Conference_Titel :
Green Computing, Communication and Conservation of Energy (ICGCE), 2013 International Conference on
Conference_Location :
Chennai
DOI :
10.1109/ICGCE.2013.6823438