Communications in Computer and Information Science - Deep Learning for Human Activity Recognition
Latest Publications

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(FIVE YEARS 10)

H-INDEX

(FIVE YEARS 1)

Published By Springer Singapore

9789811605741, 9789811605758

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Efficacy of Model Fine-Tuning for Personalized Dynamic Gesture Recognition

Communications in Computer and Information Science - Deep Learning for Human Activity Recognition ◽

10.1007/978-981-16-0575-8_8 ◽

2021 ◽

pp. 99-110

Author(s):

Junyao Guo ◽

Unmesh Kurup ◽

Mohak Shah

Keyword(s):

Gesture Recognition ◽

Fine Tuning ◽

Dynamic Gesture Recognition

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Towards User Friendly Medication Mapping Using Entity-Boosted Two-Tower Neural Network

Communications in Computer and Information Science - Deep Learning for Human Activity Recognition ◽

10.1007/978-981-16-0575-8_10 ◽

2021 ◽

pp. 126-138

Author(s):

Shaoqing Yuan ◽

Parminder Bhatia ◽

Busra Celikkaya ◽

Haiyang Liu ◽

Kyunghwan Choi

Keyword(s):

Neural Network ◽

User Friendly

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Toward Data Augmentation and Interpretation in Sensor-Based Fine-Grained Hand Activity Recognition

Communications in Computer and Information Science - Deep Learning for Human Activity Recognition ◽

10.1007/978-981-16-0575-8_3 ◽

2021 ◽

pp. 30-42

Author(s):

Jinqi Luo ◽

Xiang Li ◽

Rabih Younes

Keyword(s):

Activity Recognition ◽

Data Augmentation ◽

Fine Grained

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ARID: A New Dataset for Recognizing Action in the Dark

Communications in Computer and Information Science - Deep Learning for Human Activity Recognition ◽

10.1007/978-981-16-0575-8_6 ◽

2021 ◽

pp. 70-84

Author(s):

Yuecong Xu ◽

Jianfei Yang ◽

Haozhi Cao ◽

Kezhi Mao ◽

Jianxiong Yin ◽

...

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Resource-Constrained Federated Learning with Heterogeneous Labels and Models for Human Activity Recognition

Communications in Computer and Information Science - Deep Learning for Human Activity Recognition ◽

10.1007/978-981-16-0575-8_5 ◽

2021 ◽

pp. 57-69 ◽

Cited By ~ 1

Author(s):

Gautham Krishna Gudur ◽

Satheesh Kumar Perepu

Keyword(s):

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Resource Constrained

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Human Activity Recognition Using Wearable Sensors: Review, Challenges, Evaluation Benchmark

Communications in Computer and Information Science - Deep Learning for Human Activity Recognition ◽

10.1007/978-981-16-0575-8_1 ◽

2021 ◽

pp. 1-15

Author(s):

Reem Abdel-Salam ◽

Rana Mostafa ◽

Mayada Hadhood

Keyword(s):

Activity Recognition ◽

Human Activity ◽

Wearable Sensors ◽

Human Activity Recognition

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Single Run Action Detector over Video Stream - A Privacy Preserving Approach

Communications in Computer and Information Science - Deep Learning for Human Activity Recognition ◽

10.1007/978-981-16-0575-8_7 ◽

2021 ◽

pp. 85-98

Author(s):

Anbumalar Saravanan ◽

Justin Sanchez ◽

Hassan Ghasemzadeh ◽

Aurelia Macabasco-O’Connell ◽

Hamed Tabkhi

Keyword(s):

Video Stream ◽

Privacy Preserving

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Fully Convolutional Network Bootstrapped by Word Encoding and Embedding for Activity Recognition in Smart Homes

Communications in Computer and Information Science - Deep Learning for Human Activity Recognition ◽

10.1007/978-981-16-0575-8_9 ◽

2021 ◽

pp. 111-125

Author(s):

Damien Bouchabou ◽

Sao Mai Nguyen ◽

Christophe Lohr ◽

Benoit LeDuc ◽

Ioannis Kanellos

Keyword(s):

Activity Recognition ◽

Smart Homes ◽

Convolutional Network ◽

Fully Convolutional Network

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Personalization Models for Human Activity Recognition with Distribution Matching-Based Metrics

Communications in Computer and Information Science - Deep Learning for Human Activity Recognition ◽

10.1007/978-981-16-0575-8_4 ◽

2021 ◽

pp. 43-56

Author(s):

Huy Thong Nguyen ◽

Hyeokhyen Kwon ◽

Harish Haresamudram ◽

Andrew F. Peterson ◽

Thomas Plötz

Keyword(s):

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Distribution Matching

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Wheelchair Behavior Recognition for Visualizing Sidewalk Accessibility by Deep Neural Networks

Communications in Computer and Information Science - Deep Learning for Human Activity Recognition ◽

10.1007/978-981-16-0575-8_2 ◽

2021 ◽

pp. 16-29

Author(s):

Takumi Watanabe ◽

Hiroki Takahashi ◽

Goh Sato ◽

Yusuke Iwasawa ◽

Yutaka Matsuo ◽

...

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Behavior Recognition

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Communications in Computer and Information Science - Deep Learning for Human Activity RecognitionLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer Singapore

Efficacy of Model Fine-Tuning for Personalized Dynamic Gesture Recognition

Towards User Friendly Medication Mapping Using Entity-Boosted Two-Tower Neural Network

Toward Data Augmentation and Interpretation in Sensor-Based Fine-Grained Hand Activity Recognition

ARID: A New Dataset for Recognizing Action in the Dark

Resource-Constrained Federated Learning with Heterogeneous Labels and Models for Human Activity Recognition

Human Activity Recognition Using Wearable Sensors: Review, Challenges, Evaluation Benchmark

Single Run Action Detector over Video Stream - A Privacy Preserving Approach

Fully Convolutional Network Bootstrapped by Word Encoding and Embedding for Activity Recognition in Smart Homes

Personalization Models for Human Activity Recognition with Distribution Matching-Based Metrics

Wheelchair Behavior Recognition for Visualizing Sidewalk Accessibility by Deep Neural Networks

Communications in Computer and Information Science - Deep Learning for Human Activity Recognition
Latest Publications