Imej profil gautamkumarjais
@gautamkumarjais
Penanda India Rourkela, India
Ahli semenjak 12 Februari 2019
0 Cadangan

gautamkumarjais

Dalam Talian Luar Talian
I am a research scholar in the dept. of Computer Science and Engineering. I have profound knowledge in basic computer related subjects such as Algorithm Design, Networking, Operating System etc. My areas of interest are mainly Computer Vision, Image Processing, Machine Learning, Deep Learning, Biometric Security (Face,Fingerprint,Iris etc).
$10 USD/hr
1 ulasan
0.4
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  • 100%Mengikut Bajet
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Ulasan Terkini

  • Imej Ally A. Project 19247687 has been deleted $15.00 USD

    “He managed to deliver all work according to description. He takes his time in understanding your work and puts effort in solving. He double checks on each stage which I find is really good.”

Pendidikan

PhD

2016 - 2019 (3 years)

Penerbitan

Satellite image clustering and optimization using K-means and PSO

This paper presents a brief overview of the basic concepts of clustering techniques proposed in last four decades and a quick review of different similarity measure has been done. K-means is implemented to cluster satellite image of city Mumbai (India) and standard image such as mandrill and clown in HSV color space. PSO is used to optimize clusters results from k-means and within-cluster sums of point-to-centroid distances are measured.

Performance of k-means based satellite image clustering in RGB and HSV color space

Our analysis of image clustering in two different color spaces using the k-means technique shows that clustering performance decreases with RGB color space when compared to HSV color space. CHI, DBI and SE indexes are calculated and compared.

Experiments with Ocular Biometric Datasets: A Practitioner's Guideline

The authors provide a review of ocular databases available in the literature and discuss diversities among these databases, design and parameter consideration issues during acquisition of databases, and selection of appropriate databases for experimentation.

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