Event Detection in Soccer Video Based on Self-Attention Abstract: Sports big data technology has become an important technological means of modern sports competition. This paper realizes a novel soccer video event detection algorithm based on self-attention.
Event Detection In Broadcast Soccer Video By Detecting Replays Shivani Arbat, Shashi Kumari Sinha, Shikha, Beena Khade Abstract: Research on methods for detection and acknowledgement of events in video is assembling attention from various enthusiasts working in field of image processing.
Automatically identifying the most interesting content in a long video remains a challenging task. Event detection is an important aspect of soccer game research. In this paper, we propose a model that is able to detect events in long soccer games with a single pass through the video.
Video semantic analysis and video event detection have been rapidly developing as one of the most active research areas of pattern recognition and computer vision due to their wide range of applications such as video retrieval , video summarizing , and video surveillance . The existing event semantic analysis approaches in soccer video can be classified into three categories.
Automatic Soccer Video Event Detection Based on a Deep Neural Network Combined CNN and RNN Abstract: Soccer video semantic analysis has attracted a lot of researchers in the last few years. Many methods of machine learning have been applied to this task and have achieved some positive results, but the neural network method has not yet been used to this task from now.
The method is capable of detecting seven different events in soccer videos; namely, goal, card, goal attempt, corner, foul, offside, and nonhighlights.
offense for event detection of soccer video. Yu. et. al.  proposed technique to retrieve the football video clips using its global motion information. Recently, researchers , ,  have presented the use of tracking the positions of players or ball for soccer video analysis. Wang et. al.  proposed an automatic approach for
Main part of the event detection in sports video is shot boundary detection. Various methods are already purposed for this like temporal video segmentation, frame based segmentation and event detection . Shot view classification contains detection of various views like Long
Visual Reasoning on Complex Events in Soccer Videos Using ASP Khan, Bozzato, Sera ni and Lazzerini 3 Related Work Object detection in videos aims to detect objects belonging to a pre-de ned class and localize them with bounding boxes in a given video stream . Object detectors based on bounding boxes have seen a steady improvement over the years.
Authors: Kanav Vats, Mehrnaz Fani, Pascale Walters, David A. Clausi, John Zelek Description: In problems such as sports video analytics, it is difficult to o...