%0 Conference Paper %1 10.1007/978-3-319-70353-4_5 %A Prior, Robert %A Capson, David %A Albu, Alexandra Branzan %B Advanced Concepts for Intelligent Vision Systems %C Cham %D 2017 %E Blanc-Talon, Jacques %E Penne, Rudi %E Philips, Wilfried %E Popescu, Dan %E Scheunders, Paul %I Springer International Publishing %K %P 51-62 %T Real Time Continuous Tracking of Dynamic Hand Gestures on a Mobile GPU %V 10617 %X Hand gesture recognition is an expansive and evolving field. Previous work addresses methods for tracking hand gestures with specialty gaming/desktop environments in real time. The method proposed here focuses on enhancing performance for mobile GPU platforms with restricted resources by limiting memory use/transfers and by reducing the need for code branches. An encoding scheme has been designed to allow contour processing typically used for finding fingertips to occur efficiently on a GPU for non-touch, remote manipulation of on-screen images. Results show high resolution video frames can be processed in real time on a modern mobile consumer device, allowing for fine grained hand movements to be detected and tracked. %@ 978-3-319-70353-4

@inproceedings{10.1007/978-3-319-70353-4_5, abstract = {Hand gesture recognition is an expansive and evolving field. Previous work addresses methods for tracking hand gestures with specialty gaming/desktop environments in real time. The method proposed here focuses on enhancing performance for mobile GPU platforms with restricted resources by limiting memory use/transfers and by reducing the need for code branches. An encoding scheme has been designed to allow contour processing typically used for finding fingertips to occur efficiently on a GPU for non-touch, remote manipulation of on-screen images. Results show high resolution video frames can be processed in real time on a modern mobile consumer device, allowing for fine grained hand movements to be detected and tracked.}, added-at = {2019-11-14T07:07:25.000+0100}, address = {Cham}, author = {Prior, Robert and Capson, David and Albu, Alexandra Branzan}, biburl = {https://www.bibsonomy.org/bibtex/2f301bd36c2b59d7915f7f42206a9cfc8/erald769033}, booktitle = {Advanced Concepts for Intelligent Vision Systems}, editor = {Blanc-Talon, Jacques and Penne, Rudi and Philips, Wilfried and Popescu, Dan and Scheunders, Paul}, interhash = {2340498f86eea6e2dcc5b92bc134dca6}, intrahash = {f301bd36c2b59d7915f7f42206a9cfc8}, isbn = {978-3-319-70353-4}, keywords = {}, pages = {51-62}, publisher = {Springer International Publishing}, timestamp = {2019-11-14T07:07:25.000+0100}, title = {Real Time Continuous Tracking of Dynamic Hand Gestures on a Mobile GPU}, volume = 10617, year = 2017 }