Title :
Multidimensional image registered scanner using MDPSO (Multi-objective Discrete Particle Swarm Optimization)
Author :
Rishiganesh, V. ; Viswanathan, A.
Author_Institution :
Multimedia Technol., KSR Coll. of Eng., Tiruchengode, India
Abstract :
A new multisensory image registration is proposed for based on detecting the feature corner points using Improved Harris Corner Detection (HCD) and matching the feature using Discrete Particle Swarm Optimization (distance condition and angle condition). This optimization process helps in picking up three corresponding corner points detected in the Sensed and Reference image and there by using the affine transformation, the sensed image is aligned with the reference image (base image) through objective switching technique. Further, the result show that the new approach can provide a new dimension in solving multi-sensor image registration problem. The performance of image registration is evaluated and concluded that the proposed approach is efficient.
Keywords :
affine transforms; edge detection; feature extraction; image matching; image registration; particle swarm optimisation; HCD; MDPSO; affine transformation; angle condition; distance condition; feature corner point detection; feature matching; improved Harris corner detection; multidimensional image registered scanner; multiobjective discrete particle swarm optimization; multisensor image registration problem; objective switching technique; reference image; sensed image; Detectors; Educational institutions; Image registration; Linear programming; Optimization; Particle swarm optimization; Vectors; Discrete Particle Swarm Optimization; Improved Harris Corner Detector (HCD); Multi-Objective Optimization; Multi-Sensor Image;
Conference_Titel :
Information Communication and Embedded Systems (ICICES), 2014 International Conference on
Conference_Location :
Chennai
Print_ISBN :
978-1-4799-3835-3
DOI :
10.1109/ICICES.2014.7033966