Pattern Recognition in Digital Images using Fractals

Mansoor Farooq, Ph.D., Department of Computer Science and Engineering, Shri Venkateshwara University, Kashmir, India., Mubashir Hassan Khan, Assistant Professor, Department of Computer Applications, Govt. College for Women M. A., Kashmir, India.
2019 International Journal of Engineering and Advanced Technology  
Pattern recognition in digital images is a conjoint problem with application in remote sensing, electron microscopy, medical imaging and astrophysics, still no general solution which can be rivalled with the human cognitive system in which a pattern can be conceded subject to random positioning and scale. This research has stemmed in the design and implementation of a new algorithm for general pattern recognition based on the use of fractal image compression. This approach has for the first
more » ... allowed the pattern recognition problem to be solved in a way that is invariant of rotation and scale. It allows both ANNs and correlation to be used subject to appropriate pre-and post-processing techniques for digital image processing.
doi:10.35940/ijeat.b4229.129219 fatcat:ku3q46bxebfr5bcwosggcmmjea