An overview of violence detection techniques: current challenges and future directions

A hybrid CNN and LSTM-based deep learning model for abnormal behavior detection

(2022) Chuan-Wang Chang et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Help seeking behavior by women experiencing intimate partner violence in india: A machine learning approach to identifying risk factors

(2022) Nabamallika Dehingia et al.   PLoS One

Automated Violence Detection in Video Crowd Using Spider Monkey-Grasshopper Optimization Oriented Optimal Feature Selection and Deep Neural Network

(2022) Anuja Jana Naik et al.   Journal of Control Automation and Electrical Systems

Deep learning for video object segmentation: a review

(2022) Mingqi Gao et al.   ARTIFICIAL INTELLIGENCE REVIEW

Vision Transformer and Deep Sequence Learning for Human Activity Recognition in Surveillance Videos

(2022) Altaf Hussain et al.   Computational Intelligence and Neuroscience

An Efficient Anomaly Recognition Framework Using an Attention Residual LSTM in Surveillance Videos

(2021) Waseem Ullah et al.   SENSORS

Human Activity Recognition With Smartphone and Wearable Sensors Using Deep Learning Techniques: A Review

(2021) E. Ramanujam et al.   IEEE SENSORS JOURNAL

An intelligent system for complex violence pattern analysis and detection

(2021) Fath U Min Ullah et al.   INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

Actor–Critic Reinforcement Learning and Application in Developing Computer-Vision-Based Interface Tracking

(2021) Oguzhan Dogru et al.   Engineering

Inflated 3D ConvNet context analysis for violence detection

(2021) David Freire-Obregón et al.   MACHINE VISION AND APPLICATIONS

AI-Assisted Edge Vision for Violence Detection in IoT-Based Industrial Surveillance Networks

(2021) Fath U Min Ullah et al.   IEEE Transactions on Industrial Informatics

Violence Detection in Videos by Combining 3D Convolutional Neural Networks and Support Vector Machines

(2020) Simone Accattoli et al.   APPLIED ARTIFICIAL INTELLIGENCE

Advance on large scale near-duplicate video retrieval

(2020) Ling Shen et al.   Frontiers of Computer Science

A systematic review on content-based video retrieval

(2020) Newton Spolaôr et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Fast Learning Through Deep Multi-Net CNN Model For Violence Recognition In Video Surveillance

(2020) Aqib Mumtaz et al.   COMPUTER JOURNAL

A survey on video-based Human Action Recognition: recent updates, datasets, challenges, and applications

(2020) Preksha Pareek et al.   ARTIFICIAL INTELLIGENCE REVIEW

CNN features with bi-directional LSTM for real-time anomaly detection in surveillance networks

(2020) Waseem Ullah et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Conflux LSTMs Network: A Novel Approach for Multi-View Action Recognition

(2020) Amin Ullah et al.   NEUROCOMPUTING

Sensor-based and vision-based human activity recognition: A comprehensive survey

(2020) L. Minh Dang et al.   PATTERN RECOGNITION

Multiview Summarization and Activity Recognition Meet Edge Computing in IoT Environments

(2020) Tanveer Hussain et al.   IEEE Internet of Things Journal

Stochastic Online Learning for Mobile Edge Computing: Learning from Changes

(2019) Qimei Cui et al.   IEEE COMMUNICATIONS MAGAZINE

Real time violence detection framework for football stadium comprising of big data analysis and deep learning through bidirectional LSTM

(2019) Dinesh Jackson Samuel R. et al.   Computer Networks

Violence Detection Using Spatiotemporal Features with 3D Convolutional Neural Network

(2019) Fath U Min Ullah et al.   SENSORS

Unsupervised Human Detection with an Embedded Vision System on a Fully Autonomous UAV for Search and Rescue Operations

(2019) Eleftherios Lygouras et al.   SENSORS

Cover the Violence: A Novel Deep-Learning-Based Approach Towards Violence-Detection in Movies

(2019) Samee Ullah Khan et al.   Applied Sciences-Basel

Cloud-Assisted Multiview Video Summarization Using CNN and Bidirectional LSTM

(2019) Tanveer Hussain et al.   IEEE Transactions on Industrial Informatics

Video classification and retrieval through spatio-temporal Radon features

(2019) A. Sasithradevi et al.   PATTERN RECOGNITION

Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

(2019) Alejandro Barredo Arrieta et al.   Information Fusion

Fight Recognition in Video Using Hough Forests and 2D Convolutional Neural Network

(2018) Ismael Serrano et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A multi-temporal framework for high-level activity analysis: Violent event detection in visual surveillance

(2018) Donghui Song et al.   INFORMATION SCIENCES

Activity Recognition Using Temporal Optical Flow Convolutional Features and Multilayer LSTM

(2018) Amin Ullah et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Spatio-temporal feature using optical flow based distribution for violence detection

(2017) Amira Ben Mabrouk et al.   PATTERN RECOGNITION LETTERS

Violence detection using Oriented VIolent Flows

(2016) Yuan Gao et al.   IMAGE AND VISION COMPUTING

A novel framework for intelligent surveillance system based on abnormal human activity detection in academic environments

(2016) Malek Al-Nawashi et al.   NEURAL COMPUTING & APPLICATIONS

A new method for violence detection in surveillance scenes

(2015) Tao Zhang et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Fast Fight Detection

(2015) Ismael Serrano Gracia et al.   PLoS One