A union of deep learning and swarm-based optimization for 3D human action recognition

A union of deep learning and swarm-based optimization for 3D human action recognition

Abstract Human Action Recognition (HAR) is a popular area of research in computer vision due to its wide range of applications such as surveillance, health care, and gaming, etc. Action recognition based on 3D skeleton data allows simplistic, cost-efficient models to be formed making it a widely use...

Full description

Bibliographic Details
Main Authors:	Hritam Basak, Rohit Kundu, Pawan Kumar Singh, Muhammad Fazal Ijaz, Marcin Woźniak, Ram Sarkar
Format:	Article
Language:	English
Published:	Nature Portfolio 2022-03-01
Series:	Scientific Reports
Online Access:	https://doi.org/10.1038/s41598-022-09293-8

Similar Items

Fuzzy rank-based fusion of CNN models using Gompertz function for screening COVID-19 CT-scans
by: Rohit Kundu, et al.
Published: (2021-07-01)

TLEFuzzyNet: Fuzzy Rank-Based Ensemble of Transfer Learning Models for Emotion Recognition From Human Speeches
by: Karam Kumar Sahoo, et al.
Published: (2021-01-01)

Revise-Net: Exploiting Reverse Attention Mechanism for Salient Object Detection
by: Rukhshanda Hussain, et al.
Published: (2021-12-01)

Automated detection and recognition system for chewable food items using advanced deep learning models
by: Yogesh Kumar, et al.
Published: (2024-03-01)

SnapEnsemFS: a snapshot ensembling-based deep feature selection model for colorectal cancer histological analysis
by: Soumitri Chattopadhyay, et al.
Published: (2023-06-01)

Editorial: Recent Advances in Deep Learning and Medical Imaging for Cancer Treatment
by: Muhammad Fazal Ijaz, et al.
Published: (2024-02-01)

Editorial: Recent advances in big data, machine, and deep learning for precision agriculture
by: Marcin Woźniak, et al.
Published: (2024-02-01)

Ensem-HAR: An Ensemble Deep Learning Model for Smartphone Sensor-Based Human Activity Recognition for Measurement of Elderly Health Monitoring
by: Debarshi Bhattacharya, et al.
Published: (2022-06-01)

A Tri-Stage Wrapper-Filter Feature Selection Framework for Disease Classification
by: Moumita Mandal, et al.
Published: (2021-08-01)

Enhancing parasitic organism detection in microscopy images through deep learning and fine-tuned optimizer
by: Yogesh Kumar, et al.
Published: (2024-03-01)

Handwritten Indic Script Recognition Based on the Dempster–Shafer Theory of Evidence
by: Mukhopadhyay Anirban, et al.
Published: (2018-02-01)

A Study of Different Classifier Combination Approaches for Handwritten Indic Script Recognition
by: Anirban Mukhopadhyay, et al.
Published: (2018-02-01)

Shortcut Learning Explanations for Deep Natural Language Processing: A Survey on Dataset Biases
by: Varun Dogra, et al.
Published: (2024-01-01)

Classification of Mental Stress from Wearable Physiological Sensors Using Image-Encoding-Based Deep Neural Network
by: Sayandeep Ghosh, et al.
Published: (2022-12-01)

Particle Swarm Optimization-Based Deep Neural Network for Digital Modulation Recognition
by: Wenzhe Shi, et al.
Published: (2019-01-01)

A Survey of Deep Convolutional Neural Networks Applied for Prediction of Plant Leaf Diseases
by: Vijaypal Singh Dhaka, et al.
Published: (2021-07-01)

COVID-19 Detection by Optimizing Deep Residual Features with Improved Clustering-Based Golden Ratio Optimizer
by: Soham Chattopadhyay, et al.
Published: (2021-02-01)

Advanced deep learning techniques for early disease prediction in cauliflower plants
by: G. Prabu Kanna, et al.
Published: (2023-10-01)

Two decades of vehicle make and model recognition – Survey, challenges and future directions
by: Soumyajit Gayen, et al.
Published: (2024-01-01)

Author Correction: Advanced deep learning techniques for early disease prediction in cauliflower plants
by: G. Prabu Kanna, et al.
Published: (2023-11-01)

A Hybrid Meta-Heuristic Feature Selection Method Using Golden Ratio and Equilibrium Optimization Algorithms for Speech Emotion Recognition
by: Arijit Dey, et al.
Published: (2020-01-01)

Automatic Data Clustering by Hybrid Enhanced Firefly and Particle Swarm Optimization Algorithms
by: Mandakini Behera, et al.
Published: (2022-09-01)

Pneumonia detection in chest X-ray images using an ensemble of deep learning models.
by: Rohit Kundu, et al.
Published: (2021-01-01)

Deep convolutional neural network-based Leveraging Lion Swarm Optimizer for gesture recognition and classification
by: Mashael Maashi, et al.
Published: (2024-03-01)

Wrapper-based deep feature optimization for activity recognition in the wearable sensor networks of healthcare systems
by: Karam Kumar Sahoo, et al.
Published: (2023-01-01)

Deep Learning based Human Action Recognition
by: Pandey Ritik, et al.
Published: (2021-01-01)

Radix-4 CORDIC algorithm based low-latency and hardware efficient VLSI architecture for Nth root and Nth power computations
by: Ankur Changela, et al.
Published: (2023-11-01)

Deep neural network-based emotion recognition using facial landmark features and particle swarm optimization
by: S. Vaijayanthi, et al.
Published: (2024-07-01)

IoT and Interpretable Machine Learning Based Framework for Disease Prediction in Pearl Millet
by: Nidhi Kundu, et al.
Published: (2021-08-01)

GRA_Net: a deep learning model for classification of age and gender from facial images
by: Garain, Avishek, et al.
Published: (2021)

Handwritten digits recognition using particle swarm optimization /
by: Nasser Omer Sahel Ba-Karait, 1974-, author, et al.
Published: (2008)

Handwritten digits recognition using particle swarm optimization
by: Ba-Karait, N. O. S., et al.
Published: (2008)

Special Issue on Deep Learning-Based Action Recognition
by: Hyo Jong Lee
Published: (2022-08-01)

Survey on deep learning methods in human action recognition
by: Maryam Koohzadi, et al.
Published: (2017-12-01)

Review of Human Action Recognition Based on Deep Learning
by: QIAN Huifang, YI Jianping, FU Yunhu
Published: (2021-03-01)

Human action recognition
by: Harpreet Kaur Darshan Singh
Published: (2014)

Feature Selection for Facial Emotion Recognition Using Cosine Similarity-Based Harmony Search Algorithm
by: Soumyajit Saha, et al.
Published: (2020-04-01)

Improved wolf swarm optimization with deep-learning-based movement analysis and self-regulated human activity recognition
by: Tamilvizhi Thanarajan, et al.
Published: (2023-03-01)

GRA_Net: A Deep Learning Model for Classification of Age and Gender From Facial Images
by: Avishek Garain, et al.
Published: (2021-01-01)

Joint Communication and Action Learning in Multi-Target Tracking of UAV Swarms with Deep Reinforcement Learning
by: Wenhong Zhou, et al.
Published: (2022-11-01)