Literature Survey On Stereo Vision Disparity Map Algorithms

• المؤلفون الرئيسيون: Rostam Affendi, Hamzah, Haidi, Ibrahim
• التنسيق: مقال
• اللغة: English
• منشور في: Hindawi Publishing Corporation 2016
• الموضوعات: T Technology (General)
• الوصول للمادة أونلاين: http://eprints.utem.edu.my/id/eprint/17221/1/Literature%20Survey%20On%20Stereo%20Vision%20Disparity%20Map%20Algorithms.pdf; http://eprints.utem.edu.my/id/eprint/17221/; https://www.hindawi.com/journals/js/2016/8742920/
• المؤسسة: Universiti Teknikal Malaysia Melaka

This paper presents a literature survey on existing disparity map algorithms. It focuses on four main stages of processing as proposed by Scharstein and Szeliski in a taxonomy and evaluation of dense two-frame stereo correspondence algorithms performed in 2002. To assist future researchers in developing their own stereo matching algorithms, a summary of the existing algorithms developed for every stage of processing is also provided. The survey also notes the implementation of previous software-based and hardware-based algorithms. Generally, the main processing module for a software-based implementation uses only a central processing unit. By contrast, a hardware-based implementation requires one or more additional processors for its processing module, such as graphical processing unit or a field programmable gate array. This literature survey also presents a method of qualitative measurement that is widely used by researchers in the area of stereo vision disparity mappings.