Study of non-rigid image registration algorithms
In this thesis, we study several non-rigid dense image registration algorithms, and a special attention is given to over-fitting and under-fitting problems, which have identified as two major causes to limit accuracy of non-rigid image registration. In order to eliminate their impacts, two essential factors, leading to over-fitting and under-fitting, are specifically analysed in this thesis. They are ill-poseness and low expression power of geometric transformation. After that, we propose three...[Show more]
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