Hand Detection and Pose Estimation using Convolutional Neural Networks

Hand Detection and Pose Estimation using Convolutional Neural Networks

This thesis examines how convolutional neural networks can applied to the problem of hand detection and hand pose estimation. Two families of convolutional neural networks are trained, aimed at performing the task of classification or regression. The networks are trained on specialized data generate...

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Bibliographic Details
Main Author: Knutsson, Adam
Format: Others
Language:English
Published: KTH, Skolan för datavetenskap och kommunikation (CSC) 2015
Subjects:
machine learning
artificial neural networks
convolutional neural networks
computer vision
Computer Sciences
Datavetenskap (datalogi)
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-174197

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-174197

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