An overview of violence detection techniques: current challenges and future directions
Abstract The Big Video Data generated in today's smart cities has raised concerns from its
purposeful usage perspective, where surveillance cameras, among many others are the …
purposeful usage perspective, where surveillance cameras, among many others are the …
Human posture estimation and sustainable events classification via pseudo-2D stick model and K-ary tree hashing
This paper suggests that human pose estimation (HPE) and sustainable event classification
(SEC) require an advanced human skeleton and context-aware features extraction …
(SEC) require an advanced human skeleton and context-aware features extraction …
Stochastic remote sensing event classification over adaptive posture estimation via multifused data and deep belief network
Advances in video capturing devices enable adaptive posture estimation (APE) and event
classification of multiple human-based videos for smart systems. Accurate event …
classification of multiple human-based videos for smart systems. Accurate event …
Multiple events detection using context-intelligence features
Event detection systems are mainly used to observe and monitor human behavior via red
green blue (RGB) images and videos. Event detection using RGB images is one of the …
green blue (RGB) images and videos. Event detection using RGB images is one of the …
Syntactic model-based human body 3D reconstruction and event classification via association based features mining and deep learning
The study of human posture analysis and gait event detection from various types of inputs is
a key contribution to the human life log. With the help of this research and technologies …
a key contribution to the human life log. With the help of this research and technologies …
RETRACTED ARTICLE: Automatic recognition of tomato leaf disease using fast enhanced learning with image processing
T Vadivel, R Suguna - … Scandinavica, Section B—Soil & Plant …, 2022 - Taylor & Francis
The changes in weather have beneficial and harmful effects on crop yields. There will be a
loss of yield because of the diseases in crops. With the growing population, the fundamental …
loss of yield because of the diseases in crops. With the growing population, the fundamental …
Video event detection, classification and retrieval using ensemble feature selection
In recent times, video analysis gains more popularity among the researchers, due to its
social impact and widespread applications. In this research article, a novel algorithm is …
social impact and widespread applications. In this research article, a novel algorithm is …
Violent video event detection: a local optimal oriented pattern based approach
BH Lohithashva, VNM Aradhya - … , AII 2021, Nottingham, UK, July 30–31 …, 2021 - Springer
Video/Camera-based monitoring is a prominent and difficult research problem in the field of
machine learning and pattern recognition and posed much interest in our safety in the …
machine learning and pattern recognition and posed much interest in our safety in the …
[PDF][PDF] A Novel Spatio-Temporal Violence Classification Framework Based on Material Derivative and LSTM Neural Network.
Accepted: 20 September 2020 In the current era, the implementation of automated security
video surveillance systems is particularly needy in terms of human violence recognition …
video surveillance systems is particularly needy in terms of human violence recognition …
Violent activity classification with transferred deep features and 3d-Cnn
Recognition of violent activities is a sub-problem of activity recognition that is new and less
studied, comparatively. This study proposes a method to classify violent activity videos by …
studied, comparatively. This study proposes a method to classify violent activity videos by …