Application Research of Object Detection Model Based on Deep Learning in Video Surveillance Process

Xuechun Wang,Feifei Cheng,Junhao Jia

#object detection #deep learning #IFasterR-CNN #video surveillance #K-means

A Bimodal Emotion Recognition Algorithm for Audio and Video Based on Emotion Modeling

Yang Liu,Shudan Feng,Kaiyong Li

#Audio #video #fourier transform #soundnet neural network #recurrent neural network #long and short-term memory network

Multimodal Human Interaction Recognition Framework Using Multi-Features and Deep Learning Approach

Tanvir Fatima Naik Bukht,Haita Alhaston,Noif Alshamrari,Nouf Abdullah Almujally,Ahmad Jalal

#Image analysis #pattern analytics #body pose #interaction classification #deep learning

An Enhanced 3D Rainy Stereoscopic Video Stabilization Framework by Using Depth Estimation and SA-LMCCA-CNN

Mehala Rajendran,Mahesh Krishnan

#Video stabilization #3D rainy stereoscopic video #depth estimation #hallucination mitigation #texture mapping #LKT #and LPF

Deep Learning-Based Control System for Context-Aware Surveillance Using Skeleton Sequences from IP and Drone Camera Video

Vasavi Sanikommu,Sobhana Mummaneni,Novaline Jacob,Emmanuel Sanjay Raj K.C,Bhartendra Kumar,Radha Devi Pullur Variam

#Computer vision #human activity recognition #face recognition #crowd video surveillance #deep learning #feature extraction

Hybrid CNN Xception and Long Short-Term Memory Model for the Detection of Interpersonal Violence in Videos

David Calderon-Vilca,Kent Cuadros-Ramos,Sergio Valcarcel-Ascencios,Igor Aguilar-Alonso

#Image processing #LSTM #patterns of violence #violence detection #xception

Constitutive Artificial Neural Network for the Construction of an English Multimodal Corpus

Junhua Li,Yuehua Li,Lihao Han

#Constitutive artificial neural network #deep wavelet scattering transform #honey badger algorithm #multivariate fast iterative filtering

Loitering Based Human Crime Detection in Video Surveillance using Beluga Whale Adam Dingo Optimizer and Deep Convolutional Neural Network

Nischita Waddenkery,Shridevi Soma

#Video surveillance #loitering behavior #human crime detection #enhanced euclidean distance #deep learning

Application of Decomposition Expression in Digital Video Object Segmentation

Jianfu Kong

#Video object segmentation #unsupervised #deep learning #decomposing expression #feature #bottleneck operator #foreground segmentation

Application of Video Game Algorithm Based on Deep Q-Network Learning in Music Rhythm Teaching

Shilian Zhang,Zheng Huang,Yalin Lang

#DQN network learning #video game algorithms #the rhythm of music #teaching practice

Design and Implementation of Sports Network Teaching Platform Based on Discrete Similarity Method

Jian Cui,Lan Shi

#Adaptive savitzky-golay filtering #chaotic satin bower bird optimization #multi‐hypothesis fuzzy‐matching radon transform and sports network teaching

A Flexible Algorithm Design of Spatial Scalability for Real-time Surveillance Applications

Zhe Zheng,Jinghua Liu,Darui Sun,Jinghui Lu,Song Qiu,Yanwei Xiong,Rui Liu,Wenpeng Cu

#Video compression #video transmission #scalable coding #inter-layer reference #image rescaling #reference picture management

3D VAE Video Prediction Model with Kullback Leibler Loss Enhancement

Zahraa Al Mokhtar,Shefa Dawwd

#3D sampling stage #kullback leibler loss #temporal 3D sampling stage #three dimensional RNN layers #variational autoencoder

Enhanced Soccer Training Simulation Using Progressive Wasserstein GAN and Termite Life Cycle Optimization in Virtual Reality

Xiang Cheng,Pingping Zhang

#Football #progressive Wasserstein generative adversarial network #soccer training termite life cycle optimization #virtual reality

Prediction of Football Players’ Value in the Transfer Market of Well-known European Leagues based on FIFA 19 and Real-world Data

Yu Sun,Kepeng Gu

#Transfer market #European football leagues #data engineering #variance inflation factor #regression prediction algorithms #rhizostoma optimization algorithm

Evaluation Model of Athletes’ Lower Extremity Training Ability Based on LSTM Algorithm

Yuanyuan Gao,Qiang Qian,Xuefeng Sun,Jiankun An,Yutao Yuan

#Short-term memory network #athletes #lower extremity motor ability #evaluation model

Real-Time Sign Language Fingerspelling Recognition using Convolutional Neural Network

Abiodun Oguntimilehin,Kolade Balogun

#Communication #deep learning #sign language #hand gesture recognition

Computational Intelligence Based Point of Interest Detection by Video Surveillance Implementations

Emre Tercan,Serkan Tapkın,Furkan Küçük,Ali Demirtaş,Ahmet Özbayoğlu,Abdussamet Türker

#Point of interest detection #YOLO algorithm #R-CNN #TOOD #deep learning

A Comparative Study on Deep Learning and Machine Learning Models for Human Action Recognition in Aerial Videos

Surbhi Kapoor,Akashdeep Sharma,Amandeep Verma,Vishal Dhull,Chahat Goyal

#Human action recognition #openpose #unmanned aerial vehicle #kNN #decision trees #random forests #SVM #multilayer perceptron #LSTM

Tree-based Multicast Routing and Channel Assignment for Enhanced Throughout in Emerging Cognitive Radio Networks

Haythem Bany Salameh,Mustafa Ali

#Cognitive radio #multicast routing #minimum spanning tree #shortest path tree #licensed spectrum