Action Recognition from Low-Resolution Infrared Sensor for Indoor use: A Comparative Study between Deep Learning and Classical Approaches

Two-stream deep learning architecture for action recognition by using extremely low-resolution infrared thermopile arrays

International Workshop on Advanced Imaging Technology (IWAIT) 2020 ◽

10.1117/12.2566315 ◽

2020 ◽

Author(s):

Igor Morawski ◽

Wen-Nung Lie

Keyword(s):

Deep Learning ◽

Action Recognition ◽

Deep Learning for Human Action Recognition Survey

International Journal of Computer Sciences and Engineering ◽

10.26438/ijcse/v6i10.323328 ◽

2018 ◽

Vol 6 (10) ◽

pp. 323-328

Author(s):

K.Kiruba . ◽

D. Shiloah Elizabeth ◽

C Sunil Retmin Raj

Keyword(s):

Deep Learning ◽

Action Recognition ◽

Human Action

Learning to See Through a Few Pixels: Multi Streams Network for Extreme Low-Resolution Action Recognition

IEEE Access ◽

10.1109/access.2021.3050514 ◽

2021 ◽

Vol 9 ◽

pp. 12019-12026

Author(s):

Paolo Russo ◽

Salvatore Ticca ◽

Edoardo Alati ◽

Fiora Pirri

Keyword(s):

Action Recognition ◽

Deep Learning for Human Action Recognition

2021 6th International Conference for Convergence in Technology (I2CT) ◽

10.1109/i2ct51068.2021.9418080 ◽

2021 ◽

Author(s):

R. U. Shekokar ◽

S. N. Kale

Keyword(s):

Deep Learning ◽

Action Recognition ◽

Human Action

2021 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) ◽

Online Human Action Recognition Using Deep Learning for Indoor Smart Mobile Robots

10.1109/icccis51004.2021.9397242 ◽

2021 ◽

Author(s):

Jih-Tang Hsieh ◽

Meng-Lin Chiang ◽

Chiung-Yao Fang ◽

Sei-Wang Chen

Keyword(s):

Deep Learning ◽

Mobile Robots ◽

Action Recognition ◽

Human Action ◽

Smart Mobile

Proceedings of the 2020 4th International Conference on Vision, Image and Signal Processing ◽

Efficient Deep Learning Approach to Address Low-Resolution Person Re-Identification

10.1145/3448823.3448848 ◽

2020 ◽

Author(s):

Irfan Yaqoob ◽

Muhammad Umair Hassan ◽

Dongmei Niu ◽

Muhammad Maaz Irfan ◽

Numan Zafar ◽

...

Keyword(s):

Deep Learning ◽

Learning Approach ◽

Proceedings of the 4th International Conference on Natural Language Processing and Information Retrieval ◽

A Comparative Study on Word Embeddings in Deep Learning for Text Classification

10.1145/3443279.3443304 ◽

2020 ◽

Author(s):

Congcong Wang ◽

Paul Nulty ◽

David Lillis

Keyword(s):

Deep Learning ◽

Comparative Study ◽

Text Classification ◽

Word Embeddings

2020 2nd International Conference on Advances in Computing, Communication Control and Networking (ICACCCN) ◽

Person identification in low resolution CCTV footage using deep learning

10.1109/icacccn51052.2020.9362764 ◽

2020 ◽

Author(s):

Sumantu Powale ◽

Abhijeet Dhanawade ◽

Siddhesh Bagwe ◽

Shreyas Kawale ◽

Nitin L. Chutke ◽

...

Keyword(s):

Deep Learning ◽

Low Resolution ◽

Person Identification

2020 19th IEEE International Conference on Machine Learning and Applications (ICMLA) ◽

A Comparative Study of Deep Learning-based RGB-depth Fusion Methods for Object Detection

10.1109/icmla51294.2020.00228 ◽

2020 ◽

Author(s):

Fahimeh Farahnakian ◽

Jukka Heikkonen

Keyword(s):

Deep Learning ◽

Comparative Study ◽

Object Detection ◽

Fusion Methods

2020 12th International Conference on Information Technology and Electrical Engineering (ICITEE) ◽

Human Action Recognition based on Hybrid Deep Learning Model and Shearlet Transform

10.1109/icitee49829.2020.9271687 ◽

2020 ◽

Author(s):

Nemir Ahmed Al-Azzawi

Keyword(s):

Deep Learning ◽

Action Recognition ◽

Human Action ◽

Learning Model ◽

Shearlet Transform ◽

Deep Learning Model