A robust technique for salient map generation and object detection

Abstract

Nowadays, human has used computers and especially, its applications to manage and solve daily problems, such as fly booking, traffic control, detecting abnormal actions of vehicle, etc. Those tasks must be automatic, rapid and precise to adapt with real time, which may alert the local transportation or police officers as early as possible in hope of reducing risk or furthermore, fatal road accidents. In more detail, computer algorithms should work properly and be applied effective methods in important steps during the particular process, which always relates to segmentation, object recognition, determining a suitable threshold, etc. At this moment, there are various approaches and ways to implement them. In this study, we focus on the effectiveness of rapidly detecting main object and shortening previous process. It made a clearer process, simple to re-implement as well as the improvement, compared with previous researches.