Real Time Hand Segmentation on Frugal Headmounted Device for Gestural Interface

Maurya, Jitender; Hebbalaguppe, Ramya; Gupta, Puneet

doi:10.1109/icip.2018.8451213

Cited by 3 publications

(1 citation statement)

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“…Chroma keying refers to a technique for compositing two video streams together based on color hues. Implementations differ in the sense of what is represented by the keying color: either the pixels to be discarded [15], or the pixels to be composited [2], [16]- [18]. The former is the most widespread approach and have been used for decades in the cinema industry.…”

Section: Related Workmentioning

confidence: 99%

Using CNNs For Users Segmentation In Video See-Through Augmented Virtuality

Pigny

Dominjon

2019

2019 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR)

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In this paper, we present preliminary results on the use of deep learning techniques to integrate the user's selfbody and other participants into a head-mounted video seethrough augmented virtuality scenario. It has been previously shown that seeing user's bodies in such simulations may improve the feeling of both self and social presence in the virtual environment, as well as user performance. We propose to use a convolutional neural network for real time semantic segmentation of users' bodies in the stereoscopic RGB video streams acquired from the perspective of the user. We describe design issues as well as implementation details of the system and demonstrate the feasibility of using such neural networks for merging users' bodies in an augmented virtuality simulation.

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Section: Related Workmentioning

confidence: 99%