Indian Journal of Science and Technology

Abstract

Objectives: To identify the Objects individually in an image. Methods/Statistical Analysis: The texture based object detection is done based on the texture available over the surface of the object and the shape based object detection is done based on the outline of the objects in an image. These two methods are used for the object detection in an image. Findings: Both of the methods prove to have their own advantages and limitations; so based on the applications the appropriate method can be applied. Applications: Biometric recognition, surveillance, Medical Analysis.
Keywords: Object Detection, Shape Detection, Shape Contexts, Shape Recognition and Detection, Texture