International Conference on Computer and Knowledge Engineering

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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.

Papers List

List of archived papers

LightFedSelect: A Lightweight Framework for Byzantine-Robust Federated Learning

Seyed Saeed Razavi - Seyed Arsalan Vasegh Rahim Parvar - Soroosh Dadashi Pakdeh - Mohammad Matin Rezaeifard - Morteza Mollaie Chafi - Reza Ebrahimi Atani

Adaptive Hybrid TRCA–CORRCA algorithm for enhanced accuracy in SSVEP-based brain-computer interfaces

Sepehr Tayebeh Khabbaz - Sina Tayebeh Khabbaz - Arshia Barani - Arsalan Ganjeh - Sasan Harifi - Seyed Mohsen Mirhosseini