no code implementations • 14 Nov 2021 • Jichao Kan, Kun Hu, Markus Hagenbuchner, Ah Chung Tsoi, Mohammed Bennamounm, Zhiyong Wang
Therefore, in this paper, these unique characteristics of sign languages are formulated as hierarchical spatio-temporal graph representations, including high-level and fine-level graphs of which a vertex characterizes a specified body part and an edge represents their interactions.
no code implementations • 27 Dec 2019 • Alberto Rossi, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi
The unfolding realized with this kind of iterative mechanism allows to simulate a deep neural network with any number of layers.
no code implementations • 10 Oct 2018 • Miao Cheng, Ah Chung Tsoi
In recent years, the distinctive advancement of handling huge data promotes the evolution of ubiquitous computing and analysis technologies.
no code implementations • 9 Oct 2018 • Miao Cheng, Zunren Liu, Hongwei Zou, Ah Chung Tsoi
In recent years, pattern analysis plays an important role in data mining and recognition, and many variants have been proposed to handle complicated scenarios.
no code implementations • 1 Jul 2016 • Miao Cheng, Ah Chung Tsoi
As a general means of expression, audio analysis and recognition has attracted much attentions for its wide applications in real-life world.
no code implementations • 28 Jun 2016 • Miao Cheng, Ah Chung Tsoi
Data quantization learns encoding results of data with certain requirements, and provides a broad perspective of many real-world applications to data handling.