Cover Image

Deep Learning for Computer Vision based Activity Recognition and Fall Detection of the Elderly: a Systematic Review

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gaya-Morey, F. Xavier, Manresa-Yee, Cristina, Buades-Rubio, Jose M.
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Deep Learning-Based Facial Expression Recognition for the Elderly: A Systematic Review
by: Gaya-Morey, F. Xavier, et al.
Published: (2025)

Assessing the Efficacy of Deep Learning Approaches for Facial Expression Recognition in Individuals with Intellectual Disabilities
by: Gaya-Morey, F. Xavier, et al.
Published: (2024)

Evaluating Facial Expression Recognition Datasets for Deep Learning: A Benchmark Study with Novel Similarity Metrics
by: Gaya-Morey, F. Xavier, et al.
Published: (2025)

Unveiling the Human-like Similarities of Automatic Facial Expression Recognition: An Empirical Exploration through Explainable AI
by: Gaya-Morey, F. Xavier, et al.
Published: (2024)

Bridging the gap in FER: addressing age bias in deep learning
by: Gaya-Morey, F. Xavier, et al.
Published: (2025)

REVEX: A Unified Framework for Removal-Based Explainable Artificial Intelligence in Video
by: Gaya-Morey, F. Xavier, et al.
Published: (2024)

Automated facial recognition system using deep learning for pain assessment in adults with cerebral palsy
by: Sabater-Gárriz, Álvaro, et al.
Published: (2024)

Explainable Facial Expression Recognition for People with Intellectual Disabilities
by: Guarinos, Silvia Ramis, et al.
Published: (2024)

ElderFallGuard: Real-Time IoT and Computer Vision-Based Fall Detection System for Elderly Safety
by: Riahi, Tasrifur, et al.
Published: (2025)

Leveraging Large-Scale Face Datasets for Deep Periocular Recognition via Ocular Cropping
by: Alonso-Fernandez, Fernando, et al.
Published: (2025)

Deep Network Pruning: A Comparative Study on CNNs in Face Recognition
by: Alonso-Fernandez, Fernando, et al.
Published: (2024)

Explainable Fall Detection for Elderly Monitoring via Temporally Stable SHAP in Skeleton-Based Human Activity Recognition
by: Saleh, Mohammad, et al.
Published: (2026)

A Systematic Literature Review on Deep Learning-based Depth Estimation in Computer Vision
by: Rohan, Ali, et al.
Published: (2025)

Elderly Activity Recognition in the Wild: Results from the EAR Challenge
by: Duong, Anh-Kiet
Published: (2025)

WiFi based Human Fall and Activity Recognition using Transformer based Encoder Decoder and Graph Neural Networks
by: Cho, Younggeol, et al.
Published: (2025)

Systematic Literature Review on Vehicular Collaborative Perception -- A Computer Vision Perspective
by: Wan, Lei, et al.
Published: (2025)

Leveraging Vision-Language Pre-training for Human Activity Recognition in Still Images
by: Mahanta, Cristina, et al.
Published: (2025)

Deep Learning for Robust and Explainable Models in Computer Vision
by: Amirian, Mohammadreza
Published: (2024)

Pothole Detection and Recognition based on Transfer Learning
by: Hu, Mang, et al.
Published: (2025)

A Critical Analysis on Machine Learning Techniques for Video-based Human Activity Recognition of Surveillance Systems: A Review
by: Jahan, Shahriar, et al.
Published: (2024)

Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition
by: Hasegawa, Tatsuhito, et al.
Published: (2022)

MaskFi: Unsupervised Learning of WiFi and Vision Representations for Multimodal Human Activity Recognition
by: Yang, Jianfei, et al.
Published: (2024)

Liveness Detection in Computer Vision: Transformer-based Self-Supervised Learning for Face Anti-Spoofing
by: Keresh, Arman, et al.
Published: (2024)

A Systematic Review of Deep Learning-based Research on Radiology Report Generation
by: Liu, Chang, et al.
Published: (2023)

P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments
by: Wang, Haitian, et al.
Published: (2025)

Unsupervised Deep Generative Models for Anomaly Detection in Neuroimaging: A Systematic Scoping Review
by: Mahé, Youwan, et al.
Published: (2025)

Computer Vision-Driven Gesture Recognition: Toward Natural and Intuitive Human-Computer
by: Shao, Fenghua, et al.
Published: (2024)

Human Activity Recognition Method for Moderate Violence Detection
by: Borjas, Luis Angel Aparicio, et al.
Published: (2026)

Interpretable Human Activity Recognition for Subtle Robbery Detection in Surveillance Videos
by: Leyva, Bryan Jhoan Cazáres, et al.
Published: (2026)

Fuzzy Theory in Computer Vision: A Review
by: Yerkin, Adilet, et al.
Published: (2025)

Robust Computer-Vision based Construction Site Detection for Assistive-Technology Applications
by: Feng, Junchi, et al.
Published: (2025)

MetaWriter: Personalized Handwritten Text Recognition Using Meta-Learned Prompt Tuning
by: Gu, Wenhao, et al.
Published: (2025)

Computer-Aided Fall Recognition Using a Three-Stream Spatial-Temporal GCN Model with Adaptive Feature Aggregation
by: Shin, Jungpil, et al.
Published: (2024)

A Review of Deep Learning-based Approaches for Deepfake Content Detection
by: Passos, Leandro A., et al.
Published: (2022)

Deep Learning for Crack Detection: A Review of Learning Paradigms, Generalizability, and Datasets
by: Zhang, Xinan, et al.
Published: (2025)

STR-Cert: Robustness Certification for Deep Text Recognition on Deep Learning Pipelines and Vision Transformers
by: Shao, Daqian, et al.
Published: (2023)

Deep Learning Computed Tomography based on the Defrise and Clack Algorithm
by: Ye, Chengze, et al.
Published: (2024)

Human Fall Detection using Transfer Learning-based 3D CNN
by: Alam, Ekram, et al.
Published: (2025)

Tracking and Mapping in Medical Computer Vision: A Review
by: Schmidt, Adam, et al.
Published: (2023)

A Comprehensive Review of Knowledge Distillation in Computer Vision
by: Habib, Gousia, et al.
Published: (2024)