This paper suggests that human pose estimation (HPE) and sustainable event classification
(SEC) require an advanced human skeleton and context-aware features extraction …

The paper presents a comprehensive overview of intelligent video analytics and human
action recognition methods. The article provides an overview of the current state of …

Automatic interpretation of human actions from realistic videos attracts increasing research
attention owing to its growing demand in real-world deployments such as biometrics …

Approaches inspired by Newtonian mechanics have been successfully applied for detecting
abnormal behaviors in crowd scenarios, being the most notable example the Social Force …

The creation of manipulated multimedia content involving human characters has reached in
the last years unprecedented realism, calling for automated techniques to expose …

Abstract We introduce Spatio-Temporal Vector of Locally Max Pooled Features (ST-VLMPF),
a super vector-based encoding method specifically designed for local deep features …

Praxis test is a gesture-based diagnostic test which has been accepted as diagnostically
indicative of cortical pathologies such as Alzheimer's disease. Despite being simple, this test …

Automated monitoring of videos is becoming mandatory due to its widespread applications
over public and private domains. Especially, research over detecting anomalous human …

Encoding is one of the key factors for building an effective video representation. In the recent
works, super vector-based encoding approaches are highlighted as one of the most …

Automated monitoring of unconstrained videos is becoming mandatory due to its
widespread applications over public and private domains. Especially, research over …