A comprehensive review of computer vision in sports: Open issues, future trends and research directions
Recent developments in video analysis of sports and computer vision techniques have
achieved significant improvements to enable a variety of critical operations. To provide …
achieved significant improvements to enable a variety of critical operations. To provide …
Use of deep learning in soccer videos analysis: survey
The demand for video analysis has been rapidly increasing in the last decade. Video
analysis plays a critical role in various technologies, including medical diagnosis, security …
analysis plays a critical role in various technologies, including medical diagnosis, security …
TTNet: Real-time temporal and spatial video analysis of table tennis
We present a neural network TTNet aimed at real-time processing of high-resolution table
tennis videos, providing both temporal (events spotting) and spatial (ball detection and …
tennis videos, providing both temporal (events spotting) and spatial (ball detection and …
Adaptation of YOLOv7 and YOLOv7_tiny for soccer-ball multi-detection with DeepSORT for tracking by semi-supervised system
JA Vicente-Martínez, M Márquez-Olivera… - Sensors, 2023 - mdpi.com
Object recognition and tracking have long been a challenge, drawing considerable attention
from analysts and researchers, particularly in the realm of sports, where it plays a pivotal role …
from analysts and researchers, particularly in the realm of sports, where it plays a pivotal role …
Footandball: Integrated player and ball detector
The paper describes a deep neural network-based detector dedicated for ball and players
detection in high resolution, long shot, video recordings of soccer matches. The detector …
detection in high resolution, long shot, video recordings of soccer matches. The detector …
Experimental study on controlling suspended cable-driven parallel robots for autonomous video-capturing of football games and obtaining the statistics of the games
This research explores the practical application of suspended cable-driven parallel robots
for autonomous video-capturing of football games, as well as obtaining the statistics of the …
for autonomous video-capturing of football games, as well as obtaining the statistics of the …
Puck localization and multi-task event recognition in broadcast hockey videos
Puck localization is an important problem in ice hockey video analytics useful for analyzing
the game, determining play location, and assessing puck possession. The problem is …
the game, determining play location, and assessing puck possession. The problem is …
Widely Applicable Strong Baseline for Sports Ball Detection and Tracking
In this work, we present a novel Sports Ball Detection and Tracking (SBDT) method that can
be applied to various sports categories. Our approach is composed of (1) high-resolution …
be applied to various sports categories. Our approach is composed of (1) high-resolution …
Multi‐camera 3D ball tracking framework for sports video
Accurate ball tracking in sports is vital for automatic sports analysis yet it is challenging
mainly due to the small size and occlusions. This study proposes a novel multi‐camera 3D …
mainly due to the small size and occlusions. This study proposes a novel multi‐camera 3D …
Amateur football analytics using computer vision
In recent years, there has been an interest in visual sports analytics, and especially in player
and ball detection, action recognition, and camera pose estimation in various sports. The …
and ball detection, action recognition, and camera pose estimation in various sports. The …