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AI-empowered fog/edge resource management for IoT applications: A comprehensive review, research challenges, and future perspectives
The proliferation of ubiquitous Internet of Things (IoT) sensors and smart devices in several
domains embracing healthcare, Industry 4.0, transportation and agriculture are giving rise to …
domains embracing healthcare, Industry 4.0, transportation and agriculture are giving rise to …
Exploring contactless techniques in multimodal emotion recognition: insights into diverse applications, challenges, solutions, and prospects
In recent years, emotion recognition has received significant attention, presenting a plethora
of opportunities for application in diverse fields such as human–computer interaction …
of opportunities for application in diverse fields such as human–computer interaction …
Video Surveillance Anomaly Detection: A Review on Deep Learning Benchmarks
Many surveillance cameras are mounted in sparse and crowded indoor and outdoor areas
to monitor and detect various patterns of human behaviors and anomalies in the public and …
to monitor and detect various patterns of human behaviors and anomalies in the public and …
A cloud-based deep learning framework for early detection of pushing at crowded event entrances
Crowding at the entrances of large events may lead to critical and life-threatening situations,
particularly when people start pushing each other to reach the event faster. Automatic and …
particularly when people start pushing each other to reach the event faster. Automatic and …
[HTML][HTML] Detecting abnormal behaviors in dementia patients using lifelog data: A machine learning approach
In this paper, a proof-of-concept method for detecting abnormal behavior in dementia
patients based on a single case study is proposed. This method incorporates the collection …
patients based on a single case study is proposed. This method incorporates the collection …
Customized CNN with Adam and Nadam optimizers for emotion recognition using facial expressions
P Kuppusamy, P Harshitha… - 2023 International …, 2023 - ieeexplore.ieee.org
People communicate using one of the communication types of facial expressions to express
their emotions. Human feelings are detected through facial expressions to interpret their …
their emotions. Human feelings are detected through facial expressions to interpret their …
Armed boundary sabotage: A case study of human malicious behaviors identification with computer vision and explainable reasoning methods
Nowadays, the technologies in computer vision (CV) are labor-saving and convenient to
identify human malicious behaviors. However, they usually fail to consider the robustness …
identify human malicious behaviors. However, they usually fail to consider the robustness …
[HTML][HTML] Analyzing Crowd Behavior in Highly Dense Crowd Videos Using 3D ConvNet and Multi-SVM
Crowd behavior presents significant challenges due to intricate interactions. This research
proposes an approach that combines the power of 3D Convolutional Neural Networks …
proposes an approach that combines the power of 3D Convolutional Neural Networks …
Federated Learning and Differential Privacy in AI-Based Surveillance Systems Model
J Adiwijaya, VR Tanaya… - 2023 14th International …, 2023 - ieeexplore.ieee.org
Surveillance systems, particularly AI-based ones, play a crucial role in enhancing public
security. However, they have also raised significant concerns about privacy due to the …
security. However, they have also raised significant concerns about privacy due to the …
Adaptive loitering anomaly detection based on motion states
H Li, X Huang - Multimedia Tools and Applications, 2024 - Springer
In the field of video surveillance security in public places, loitering anomaly detection is a
very critical part. Currently, the detection targets often face difficulties in loitering anomaly …
very critical part. Currently, the detection targets often face difficulties in loitering anomaly …