Use of Coherent Point Drift in computer vision applications

This thesis presents the novel use of Coherent Point Drift in improving the robustness of a number of computer vision applications. CPD approach includes two methods for registering two images - rigid and non-rigid point set approaches which are based on the transformation model used. The key charac...

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Bibliographic Details
Main Author: Sara Saravi
Format: Default Thesis
Published: 2013
Subjects:
Other information and computing sciences not elsewhere classified
Coherent Point Drift
CPD
Image fusion
Multi exposure image Fusion
Multi focus image fusion
Automatic speaker identification
Speaker identification in Video Conferencing
Wavelet transform
Contourlet transform
Wavelet based contourlet
Vehicle make and model Recognition
VMMR
MMR
Make and model recognition in CCTV footage
Alpha blending
Masking
Scale invariant feature transform
SIFT
RANdom sample consensus
RANSAC
Information and Computing Sciences not elsewhere classified
Online Access:https://hdl.handle.net/2134/12548
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