International Conference on Computer and Knowledge Engineering

Home / 12th International Conference on Computer and Knowledge Engineering

Soccer Video Event Detection Using Metric Learning

Authors :

Ali Karimi¹ Ramin Toosi² Mohammad Ali Akhaee³

1- University of Tehran 2- University of Tehran 3- University of Tehran

Keywords :

Event Detection،Soccer Analysis

Abstract :

This paper addresses the problem of event detection in soccer videos. We Introduced a new dataset named SoccerEvent. SoccerEvent is a video dataset for event detection in soccer. Also, We present a new architecture based on a convolutional neural network(CNN)-gated recurrent unit(GRU) for event detection in soccer. The proposed method employs metric learning with contrastive loss. The proposed method is evaluated using SoccerNetV1 and SoccerEvent Datasets. Results show that the proposed method outperforms state-of-the-art methods in terms of accuracy.

List of archived papers

FGM Copula based Analysis of Coverage Region for Wireless Three-User Multiple Access Channel with Correlated Channel Coefficients

Mona Sadat Mohsenzadeh - Ghosheh Abed Hodtani

Hybrid Vision Transformer for Detection of Dentigerous Cysts in Dental Radiography Images

Reza Tavasoli - Arya VarastehNezhad - Hamed Farbeh

Designing an IT2 Fuzzy Rule-based System for Emotion Recognition Using Biological Data

Mahsa Keshtkar - Hooman Tahayori

Cross-project Defect Prediction with An Enhanced Transfer Boosting Algorithm

Nazgol Nikravesh - Mohammad Reza Keyvanpour

An optimal workflow scheduling method in cloud-fog computing using three-objective Harris-Hawks algorithm

Ahmadreza Montazerolghaem - Maryam Khosravi - Fatemeh Rezaee

Novel Insights in Deep Learning for Predicting Climate Phenomena

Mohammad Naisipour - Saghar Ganji - Iraj Saeedpanah - Behnam Mehrakizadeh - Ahmad Reza Labibzadeh

Variance-Guided Feature Correlation for Deep Full-Reference Image Quality Assessment

Amirreza Khakpour - Sina Yademellat - Azadeh Mansouri

Word-level Persian Lipreading Dataset

Javad Peymanfard - Ali Lashini - Samin Heydarian - Hossein Zeinali - Nasser Mozayani

Effect of Tissue Excitation in Breast Cancer Detection from Ultrasound RF Time Series: Phantom studies

Elaheh Norouzi Ghehi - Ali Fallah - Saeid Rashidi - Maryam Mehdizadeh Dastjerdi

Multi-Task Transformer for Stock Market Trend Prediction

Seyed Morteza Mirjebreili - Ata Solouki - Hamidreza Soltanalizadeh - Mohammad Sabokrou

more

Samin Hamayesh - Version 43.7.0