Current Issue : April-June Volume : 2021 Issue Number : 2 Articles : 1 Articles
Video stabilization is an instrumental and a very commonly employed image processing operations, yet still a very active area of research. Various mechanisms methods are employed for different applications as and when it is required. Although lots of work have been done in the field of video stabilization, however still not much work has been done in the field of real time video stabilization, especially works dealing with implementation of technology for mounted end applications like capturing systems on off-road vehicles and UAVs. For such specific applications, the computation resource utilization of the stabilization system, especially the motion estimation part decides the overall realtime performance of the system. For that, the choice of descriptor used for motion estimation becomes very important. This paper gives a detailed overview of all the motion estimation techniques and different descriptors, along with a specific discussion on the requirements for real time performance....
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