Simple to Complex, Single to Concurrent Sensor-Based Human Activity Recognition: Perception and Open Challenges

Autor: Shilpa Ankalaki

Publikováno v: IEEE Access, Vol 12, Pp 93450-93486 (2024)

Human activity recognition (HAR) has attracted considerable research attention due to its essential role in various domains, ranging from healthcare to security, safety, and entertainment. HAR has undergone a paradigm shift from simple single-task de

Externí odkaz: https://doaj.org/article/779ebc917034410b83625ad863d61c3e

A novel optimized parametric hyperbolic tangent swish activation function for 1D-CNN: application of sensor-based human activity recognition and anomaly detection

Autor: Shilpa Ankalaki, M. N. Thippeswamy

Publikováno v: Multimedia Tools and Applications.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d2fd1d45e9cde21e3276831ae152ac12
https://doi.org/10.1007/s11042-023-15766-3

Baby Cry Decoder: A boon for the Hearing Impaired Caregiver

Autor: Bijin Nhuchhe Pradhan, Kartikeya Shorya, Abhishek Kushwaha, Gaurav Raj Shah, K Venkatesh, Mamatha Bai B G, Shilpa Ankalaki

Publikováno v: 2022 IEEE 2nd Mysore Sub Section International Conference (MysuruCon).

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::81146dfebbcb00e4674e3d7078fe1caa
https://doi.org/10.1109/mysurucon55714.2022.9972437

Deep Transfer Learning Model-Based Automated Detection of COVID-19 from X-ray Images and Interpretation of COVID-19 Images Using GLCM Texture Features

Autor: Kartikeya Shorya, Jharna Majumdar, Shilpa Ankalaki

Publikováno v: Emerging Research in Computing, Information, Communication and Applications ISBN: 9789811613418
Emerging Research in Computing, Information, Communication and Applications

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::7ff72bd239f7e9261fdbc975f786d3bc
https://doi.org/10.1007/978-981-16-1342-5_45

Static and Dynamic Human Activity Detection Using Multi CNN-ELM Approach

Autor: M. N. Thippeswamy, Shilpa Ankalaki

Publikováno v: Emerging Research in Computing, Information, Communication and Applications ISBN: 9789811613371

Human Activity Recognition (HAR) is leading-edge in today's research field which has its applications in multiple research areas, some of those are Smart Health, Security and Ambient Assisted Living, etc. In today’s ubiquitous computing, HAR can be

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::a85229b52734b8b6d3614367969c860f
https://doi.org/10.1007/978-981-16-1338-8_18