Projects 

Image Retrieval system using computation of perceptual features, (2011-12).

2D face recognition system for illumination variations, (2011-12).

Fusion- Based Similarity search approach for biomedical image retrieval, (2011-12).

Speckle removal from SAR images vis pixel characteristic based local uniform region segmentation, (2011-12).

A New Automatic Parameter Setting Method of a Simplified PCNN for Image Segmentation, (2012-13).

Dynamic Power And Frequency Allocation In OFDMA Cellular Networks, (2012-13).

Image Reduction Based on Aggregation by Means of Minimizing Penalties, (2012-13).

Image Analysis of Brain Tumor using Non- Rigid Registration, (2012-13).

An automated and structural method for classification of retinal blood vessels into arteries and veins,(2013-14).

A study on polarization  dependent losses in fiber Bragg grating,(2013-14).

Wild fire smoke detection using  digital image processing techniques,(2013-14).

Retinal vasculature pixel classifiers using wavelets and multiscale hierarchical decomposition in color fundus images, (2013-14).

Central retinal artery and vein equivalent grading using color fundus imaging, (2013-14).

Performance of WDM/TDM PON using Radio Over Fiber Technique, (2014-15).

Data Aggregation Technique Using WRP Scheme In Wireless Sensor Networks, (2014-15).

Performance Measure of SAC-OCDMA System in FSO, (2014-15).

Design of High Speed Optical Wireless Network for Intersatellite Communication , (2014-15).

Performance Measures of DWDM System under the Impact of Four Wave Mixing (FWM)           , (2014-15).

Performance Analysis of Various Parameters in Free Space Optics Communication System, (2014-15).

Design of Ultra High Capacity DWDM System with Different Modulation Formats             , (2014-15).

Performance Evaluation of Digital Fundus Image Quality, (2014-15).

Thermal Imaging For Seeds Screening, (2015-16).

Detecting Deception Using Thermal Imaging, (2015-16).

Identification Of Unfertilized Hen, Duck and Quail Eggs Using Thermal Imaging System, (2015-16).

Performance Analysis Of EDFA-Raman Amplifier In OCDMA Network, (2015-16).

Modelling And Simulation Of Solar/Wind Battery Hybrid System, (2015-16).

Error Modelling Based On ANFIS Using Thermal Imaging Camera, (2015-16).

Partial Transition Features Based Automatic Detection of Face Expression , (2016-17).

Automatic Identification of Vehicle License Plate By Its Unique Feature, (2016-17).

Artificial Intelligence Based Inspection System for  the Safety of Freight Trains,(2016-17).

Image Fusion technique For Multi - Focus Digital Image, (2016-17).

Recognition and Style Representation of Handwritten Calligraphy, (2016-17).