Essays about: "Handsegmentering"

Found 3 essays containing the word Handsegmentering.

1. 1. Real-time hand segmentation using deep learning

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Federico Favia; [2021]
   Keywords : Hand Segmentation; Semantic Segmentation; Deep Learning; Convolutional Neural Networks; Real-time; Augmented Reality; Embedded Devices; Dataset; Transfer Learning; Handsegmentering; Semantisk Segmentering; Djupinlärning; Konvolutionsneurala Nätverk; Realtid; Förstärkt Verklighet; Inbäddade Enheter; Datauppsättning; Transferlärning;

   Abstract : Hand segmentation is a fundamental part of many computer vision systems aimed at gesture recognition or hand tracking. In particular, augmented reality solutions need a very accurate gesture analysis system in order to satisfy the end consumers in an appropriate manner. Therefore the hand segmentation step is critical. READ MORE

3. 2. Color-based Human Hand Segmentation Based on Smart Classification of Dynamic Environments

   University essay from KTH/Teknisk informationsvetenskap

   Author : Qihui Wang; [2017]
   Keywords : ;

   Abstract : Color is an effective and widely used feature for hand detection. In order to dealwith the problematic situations such as hand color diversity and the variationin background and lighting conditions, a multi-classifier supervised learning approachis proposed using the color information of each pixel. READ MORE

4. 3. Hand Segmentation from RGB Images in Uncontrolled Indoor Scenarios Using Randomized Decision Forests

   University essay from KTH/Teknisk informationsvetenskap

   Author : Manu Martin; [2017]
   Keywords : ;

   Abstract : Hand segmentation is an integral part of many computer vision applications suchas gesture recognition, human activity detection, hand-eye coordination anal-ysis, gaze detection etc. Many of these applications require a solution whichcan segment hands in real-time while working in low-capacity computing en-vironments. READ MORE