Implementation of 3D Hand Gesture Recognition System using FPGA

Autor:	Tsung-Han Tsai, Yuan-Chen Ho, Yih-Ru Tsai
Rok vydání:	2018
Předmět:	Very-large-scale integration Computer science Depth map Gesture recognition business.industry Computer vision Construct (python library) Artificial intelligence Object (computer science) Field-programmable gate array business Gesture
Zdroj:	ISOCC
DOI:	10.1109/isocc.2018.8649939
Popis:	In this paper, a VLSI design with dual-camera to construct the depth map and recognize hand gestures was proposed. The proposed system adopts adaptive depth filter which can separate foreground to segment the interesting object under complicated environment. We also proposed dynamic gesture recognition by using depth and coordinate information. The system contains one static gesture and two dynamic gestures and has been implemented in FPGA and the average accuracy with each gesture is 83.98%.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::82e26aa7c6d8a51746ff1c7f8b5db6a9 https://doi.org/10.1109/isocc.2018.8649939 Zobrazit plný text záznamu