3D hand reconstruction from RGB-D/RGB video frames in real-time

Name: 3D hand reconstruction from RGB-D/RGB video frames in real-time
Creator: Toda Mas, Aleix
Keywords: Artificial intelligence, real-time, multi-person hand pose, openpose, bottom-up hand pose, body pose, depth images, :Informàtica [Àrees temàtiques de la UPC], Machine learning, Aprenentatge automàtic

Toda Mas, Aleix

Found an issue? Give us feedback

downloadFull-Text

UPCommons. Portal de...arrow_drop_down

UPCommons. Portal del coneixement obert de la UPC

Master thesis . 2019

Full-Text: https://upcommons.upc.edu/bitstreams/9d9521ec-6db9-421b-b127-199b4d41b644/download

Data sources: UPCommons. Portal del coneixement obert de la UPC

Recolector de Ciencia Abierta, RECOLECTA

Master thesis . 2019

Data sources: Recolector de Ciencia Abierta, RECOLECTA

Recolector de Ciencia Abierta, RECOLECTA

Master thesis . 2019

Data sources: Recolector de Ciencia Abierta, RECOLECTA

3D hand reconstruction from RGB-D/RGB video frames in real-time

descriptionPublicationkeyboard_double_arrow_right Master thesis 01 Jan 2019 Spain Publisher:Universitat Politècnica de Catalunya

Authors: Toda Mas, Aleix;

handle: 2117/133121

3D hand reconstruction from RGB-D/RGB video frames in real-time

- Summary
- Subjects
- Metrics

Abstract

We present a pipeline able to extract 3D real-world measurements from RGB-D images with high accuracy in real-time. A new method bottom-up multi-person for hand-body pose detection evolved from OpenPifPaf has been presented. Two novel training strategies using multiple datasets are presented.

Country

Spain

Related Organizations

Keywords

Artificial intelligence, real-time, multi-person hand pose, openpose, bottom-up hand pose, body pose, depth images, :Informàtica [Àrees temàtiques de la UPC], Machine learning, Aprenentatge automàtic, context understanding, point cloud library, background subtraction, 3d reconstruction, 3d measurement, multi-person pose, hand pose, openpifpaf, Intel·ligència artificial, finger width measurement, Visió per ordinador, RGB-D, Video recording, Computer vision, ring size, Vídeo, Àrees temàtiques de la UPC::Informàtica, point cloud

Impact byBIP!

	selected citations These citations are derived from selected sources. This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).	0
	popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.	Average
	influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).	Average
	impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.	Average