Hand Gesture Recognition Based on Point Cloud Sequences and Inverse Kinematics Model
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DOI: 10.1109/access.2023.3272746
Abstract: Hand gesture recognition is an important topic in human-computer interaction. With the rapid development of 3D sensors, gesture recognition methods using 3D input images have become mainstream. However, most of the current methods are based… read more here.
Keywords: recognition; cloud sequences; gesture recognition; kinematics ... See more keywords
A Novel Coding Scheme for Large-Scale Point Cloud Sequences Based on Clustering and Registration
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Automation Science and Engineering"
DOI: 10.1109/tase.2021.3082196
Abstract: Due to the huge volume of point cloud data, storing and transmitting it is currently difficult and expensive in autonomous driving. Learning from the high-efficiency video coding (HEVC) framework, we propose a novel compression scheme… read more here.
Keywords: cloud sequences; point cloud; cloud data; scheme large ... See more keywords
Lossless Compression of Point Cloud Sequences Using Sequence Optimized CNN Models
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DOI: 10.48550/arxiv.2206.01297
Abstract: In this paper we propose a new paradigm for encoding the geometry of dense point cloud sequences, where a convolutional neural network (CNN), which estimates the encoding distributions, is optimized on several frames of the… read more here.
Keywords: point cloud; cnn; cloud sequences; section ... See more keywords