Computer vision: Difference between revisions - VR & AR Wiki - Virtual Reality & Augmented Reality Wiki

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==Goals and Challenges for Computer Vision==

~~Which brings us to the question of how can any device or application be aware of its surroundings?~~ Object recognition is so trivial for humans that we often take for granted the complexities associated with a proper implementation of computer vision. A computer-based machine has to be able to process and understand a large number of different scenarios under unpredictable conditions. It is also necessary to solve the issue of a dynamic scene, estimate the camera position, track the position and orientation of objects, handle various scales of the same object, and, most importantly, comprehend the scene as a whole. Thus, the main goal of computer vision is to duplicate the complexities of the Human Vision System (HVS) by reconstructing and interpreting a 3D scene from its 2D projection.

[[Object recognition]] is so trivial for humans that we often take for granted the complexities associated with a proper implementation of computer vision. A computer-based machine has to be able to process and understand a large number of different scenarios under unpredictable conditions. It is also necessary to solve the issue of a dynamic scene, estimate the camera position, track the position and orientation of objects, handle various scales of the same object, and, most importantly, comprehend the scene as a whole. Thus, the main goal of computer vision is to duplicate the complexities of the Human Vision System (HVS) by reconstructing and interpreting a 3D scene from its 2D projection.

==Approaches for Implementation of Computer Vision==