Bacterial Foraging Optimization with Multilayer Neural Network using Shape Based Object Detections in Digital Images

SUNIL , GAGANDEEP , GEETANJALI BABBAR

Object detection, Multi perceptron neural network, Scale Invariant feature transformation, Object observation

Over past few decades, object recognition and tracing is an essential area of research. Object detection and tracking become important because of adjustment in movement of object and change in size of scene image, change in look of object and illumination modifications. Generally the selecting of features plays an essential role in detection of object. Object detection and tracking are used in various real time applications areas like as vehicular object observation, video investigation and so forth. Hence, to overcome the problem of tracking and detection of object reliant on motion and look of object. Various algorithms concentrate on detection algorithms to clear the object image. Along with that, also other techniques related to data about figure, color, smoothness of object and so forth. In this research, technique using Scale Invariant Feature Transformation(SIFT) algorithm for extraction of features in three stages which are: - (i) Elimination (ii) Dispersal and (iii) Reproduction.Extraction of featur

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"Bacterial Foraging Optimization with Multilayer Neural Network using Shape Based Object Detections in Digital Images", IJSDR - International Journal of Scientific Development and Research (www.IJSDR.org), ISSN:2455-2631, Vol.4, Issue 7, page no.363 - 369, July-2019, Available :https://ijsdr.org/papers/IJSDR1907062.pdf

Volume 4 Issue 7, July-2019

Pages : 363 - 369

Paper Reg. ID: IJSDR_190824

Published Paper Id: IJSDR1907062

Downloads: 000347184

Research Area: Engineering

Country: Naya Gaon/Mohali, Punjab, India

Published Paper PDF: https://ijsdr.org/papers/IJSDR1907062

Published Paper URL: https://ijsdr.org/viewpaperforall?paper=IJSDR1907062

ISSN: 2455-2631 | IMPACT FACTOR: 9.15 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 9.15 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJSDR(IJ Publication) Janvi Wave

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition