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10/25/2021
Logsig-RNN: a novel network for robust and efficient skeleton-based action recognition
This paper contributes to the challenge of skeleton-based human action r...
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06/26/2020
Computing the full signature kernel as the solution of a Goursat problem
Recently there has been an increased interested in the development of ke...
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08/22/2019
Learning stochastic differential equations using RNN with log signature features
This paper contributes to the challenge of learning a function on stream...
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11/17/2018
Skeleton-based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module
The skeleton based gesture recognition is gaining more popularity due to...
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07/13/2017
Leveraging the Path Signature for Skeleton-based Human Action Recognition
Human action recognition in videos is one of the most challenging tasks ...
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05/19/2017
Online Signature Verification using Recurrent Neural Network and Length-normalized Path Signature
Inspired by the great success of recurrent neural networks (RNNs) in seq...
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02/26/2017
Building Fast and Compact Convolutional Neural Networks for Offline Handwritten Chinese Character Recognition
Like other problems in computer vision, offline handwritten Chinese char...
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02/24/2017
Toward high-performance online HCCR: a CNN approach with DropDistortion, path signature and spatial stochastic max-pooling
This paper presents an investigation of several techniques that increase...
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08/20/2015
DeepWriterID: An End-to-end Online Text-independent Writer Identification System
Owing to the rapid growth of touchscreen mobile terminals and pen-based ...
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05/28/2015