Downloads: 1 | Views: 275
Research Paper | Electronics & Communication Engineering | India | Volume 11 Issue 2, February 2022 | Popularity: 4.4 / 10
Skin Segmentation at the Pixel Level Using Fully Convolutional Neural Network
Harsha B K, Indumathi G
Abstract: Modeling skin segmentation is an important activity in applications involving skin detection as a pre-processing element in biometrics, recognition of human activity and many more. There are many challenges faced in the segmentation of human skin pixels like background blend, changing illumination, varying skin races. Therefore, there is a need for proper pre-processing step to remove these redundancies before processing the image for the given application. The pre-processing is achieved by skin segmentation using fully convolutional neural network in this work. The segmentation is evaluated using four datasets and performance parameters are measured.
Keywords: Human skin segmentation, semantic segmentation, Convolutional Neural Network
Edition: Volume 11 Issue 2, February 2022
Pages: 234 - 237
DOI: https://www.doi.org/10.21275/SR22202155120
Make Sure to Disable the Pop-Up Blocker of Web Browser
Similar Articles
Downloads: 151 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Comparative Studies, Electronics & Communication Engineering, India, Volume 9 Issue 6, June 2020
Pages: 750 - 753A Comparative Study on the Diagnosis of Skin Cancer using different Models in Deep Learning
Surya S Kumar, Dhanesh M S
Downloads: 3
Review Papers, Electronics & Communication Engineering, India, Volume 10 Issue 4, April 2021
Pages: 1349 - 1355Review on CNN based Sign Language Recognition Methods
Akash Vijayan, Sajeena .A
Downloads: 5 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Electronics & Communication Engineering, India, Volume 12 Issue 9, September 2023
Pages: 1461 - 1464Feature Extraction and Enhanced Classification of Urban Sounds
Asma Begum, Afshaan Kaleem
Downloads: 115 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 6 Issue 5, May 2017
Pages: 1028 - 1031Software Based Biometric Liveness Detection using Convolutional Neural Network
Vidya Omanakkuttan, Sangeeta T.R
Downloads: 116 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 11, November 2016
Pages: 1184 - 1185Additive Noise Removal and Human-like Face Detection
Manasa Mohan