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Multimodal fusion methods with deep neural networks and meta-information for aggression detection in surveillance
Multimodal fusion has become one of the hottest topics in affective computing and other
research areas. Yet, this topic is less studied in surveillance systems. In general, it focused …
research areas. Yet, this topic is less studied in surveillance systems. In general, it focused …
RIMOC, a feature to discriminate unstructured motions: Application to violence detection for video-surveillance
In video-surveillance, violent event detection is of utmost interest. Although action
recognition has been well studied in computer vision, literature for violence detection in …
recognition has been well studied in computer vision, literature for violence detection in …
An audio-visual dataset of human–human interactions in stressful situations
Stressful situations are likely to occur at human operated service desks, as well as at human–
computer interfaces used in public domain. Automatic surveillance can help notifying when …
computer interfaces used in public domain. Automatic surveillance can help notifying when …
A comparative study on automatic audio–visual fusion for aggression detection using meta-information
Multimodal fusion is a complex topic. For surveillance applications audio–visual fusion is
very promising given the complementary nature of the two streams. However, drawing the …
very promising given the complementary nature of the two streams. However, drawing the …
Audio-visual fusion for aggression detection using deep neural networks
Multimodal fusion has become a hot topic in computer vision. For surveillance applications
detecting unwanted behavior such as aggression is a complex task. The definition of …
detecting unwanted behavior such as aggression is a complex task. The definition of …
Automatic audio-visual fusion for aggression detection using meta-information
We propose a new method for audio-visual sensor fusion and apply it to automatic
aggression detection. While a variety of definitions of aggression exist, in this paper we see …
aggression detection. While a variety of definitions of aggression exist, in this paper we see …
Aggression detection in speech using sensor and semantic information
By analyzing a multimodal (audio-visual) database with aggressive incidents in trains, we
have observed that there are no trivial fusion algorithms to successfully predict multimodal …
have observed that there are no trivial fusion algorithms to successfully predict multimodal …
[HTML][HTML] Hybrid Sensor Network-Based Indoor Surveillance System for Intrusion Detection
This paper presents a novel hybrid sensor-based intrusion detection system for low-power
surveillance in an empty, sealed indoor space with or without illumination. The proposed …
surveillance in an empty, sealed indoor space with or without illumination. The proposed …
[PDF][PDF] Surveillance angels
LJM Rothkrantz - Neural network world, 2014 - nnw.cz
The use of sensor networks has been proposed for military surveillance and environmental
monitoring applications. Those systems are composed of a heterogeneous set of sensors to …
monitoring applications. Those systems are composed of a heterogeneous set of sensors to …
The multimodal dataset of negative affect and aggression: a validation study
Within the affective computing and social signal processing communities, increasing efforts
are being made in order to collect data with genuine (emotional) content. When it comes to …
are being made in order to collect data with genuine (emotional) content. When it comes to …