Violence Detection Using Spatiotemporal Features with 3D Convolutional Neural Network

Action recognition using optimized deep autoencoder and CNN for surveillance data streams of non-stationary environments

(2019) Amin Ullah et al.   Future Generation Computer Systems-The International Journal of eScience

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

Efficient Fire Detection for Uncertain Surveillance Environment

(2019) Khan Muhammad et al.   IEEE Transactions on Industrial Informatics

A classification method based on optical flow for violence detection

(2019) Javad Mahmoodi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Energy-Efficient Deep CNN for Smoke Detection in Foggy IoT Environment

(2019) Salman Khan et al.   IEEE Internet of Things Journal

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

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

Raspberry Pi Assisted Facial Expression Recognition Framework for Smart Security in Law-Enforcement Services

(2018) Muhammad Sajjad et al.   INFORMATION SCIENCES

CNN-based anti-spoofing two-tier multi-factor authentication system

(2018) Muhammad Sajjad et al.   PATTERN RECOGNITION LETTERS

Efficient Deep CNN-Based Fire Detection and Localization in Video Surveillance Applications

(2018) Khan Muhammad et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Action Recognition in Video Sequences using Deep Bi-Directional LSTM With CNN Features

(2018) Amin Ullah et al.   IEEE Access

Efficient CNN based summarization of surveillance videos for resource-constrained devices

(2018) Khan Muhammad et al.   PATTERN RECOGNITION LETTERS

Violence detection in surveillance video using low-level features

(2018) Peipei Zhou et al.   PLoS One

Multi-grade brain tumor classification using deep CNN with extensive data augmentation

(2018) Muhammad Sajjad et al.   Journal of Computational Science

Activity Recognition Using Temporal Optical Flow Convolutional Features and Multilayer LSTM

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

Fuzzy system based human behavior recognition by combining behavior prediction and recognition

(2017) Ganbayar Batchuluun et al.   EXPERT SYSTEMS WITH APPLICATIONS

Detecting violent and abnormal crowd activity using temporal analysis of grey level co-occurrence matrix (GLCM)-based texture measures

(2017) Kaelon Lloyd et al.   MACHINE VISION AND APPLICATIONS

Detection and localization of crowd behavior using a novel tracklet-based model

(2017) Hamidreza Rabiee et al.   International Journal of Machine Learning and Cybernetics

Violence detection using Oriented VIolent Flows

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

Robust Behavior Recognition in Intelligent Surveillance Environments

(2016) Ganbayar Batchuluun et al.   SENSORS

A new method for violence detection in surveillance scenes

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