AIMC Topic: Basketball

Clear Filters Showing 11 to 20 of 20 articles

Deep Learning Algorithm-Based Target Detection and Fine Localization of Technical Features in Basketball.

Computational intelligence and neuroscience May 23, 2022
Based on SSD to detect players, a super-pixel-based FCN-CNN player segmentation algorithm is proposed to filter out the complex background around players, which is more conducive to the subsequent pose estimation for target detection and fine localiz...
Neural Networks, Computer Algorithms Deep Learning Basketball
View on PubMed DOI

Analysis of Basketball Technical Movements Based on Human-Computer Interaction with Deep Learning.

Computational intelligence and neuroscience Apr 14, 2022
With the continuous development of computer technology, analysis techniques based on various types of sports data sets are also evolving. One typical representative is image-based motion recognition technology, which enables video action recognition ...
Humans Neural Networks, Computer Basketball Athletes Computers Deep Learning
View on PubMed DOI

Video Analysis and System Construction of Basketball Game by Lightweight Deep Learning under the Internet of Things.

Computational intelligence and neuroscience Mar 15, 2022
With the explosive growth of sports video data on the internet platform, how to scientifically manage this information has become a major challenge in the current big data era. In this context, a new lightweight player segmentation algorithm is propo...
Internet of Things Basketball Deep Learning Internet Neural Networks, Computer
View on PubMed DOI

Application of Unsupervised Migration Method Based on Deep Learning Model in Basketball Training.

Computational intelligence and neuroscience Feb 23, 2022
Nowadays, China's sports industry has attained effective development, but the athlete's efficiency in the training process is too complex to have a scientific guarantee. Machine learning technology's help in guiding the sports training process has be...
Humans Deep Learning Machine Learning Support Vector Machine Algorithms Basketball
View on PubMed DOI

Optimization Research on Deep Learning and Temporal Segmentation Algorithm of Video Shot in Basketball Games.

Computational intelligence and neuroscience Sep 6, 2021
The analysis of the video shot in basketball games and the edge detection of the video shot are the most active and rapid development topics in the field of multimedia research in the world. Video shots' temporal segmentation is based on video image ...
Basketball Algorithms Deep Learning
View on PubMed DOI

Basketball Activity Classification Based on Upper Body Kinematics and Dynamic Time Warping.

International journal of sports medicine Jan 14, 2020
Basketball activity classification can help document players' statistics, allow coaches, trainers and the medical team to quantitatively supervise players' physical exertion and optimize training strategy, and further help prevent potential injuries....
Movement Forearm Basketball Shoulder Time and Motion Studies Young Adult Biomechanical Phenomena Hand Acceleration Male Machine Learning Reproducibility of Results Humans
View on PubMed DOI

A Method for Using Player Tracking Data in Basketball to Learn Player Skills and Predict Team Performance.

PloS one Sep 9, 2015
Player tracking data represents a revolutionary new data source for basketball analysis, in which essentially every aspect of a player's performance is tracked and can be analyzed numerically. We suggest a way by which this data set, when coupled wit...
Forecasting Computer Simulation Adult Male Young Adult Humans Neural Networks, Computer Basketball Athletic Performance Professional Competence Motor Skills Group Processes
View on PubMed DOI

Detecting tactical patterns in basketball: comparison of merge self-organising maps and dynamic controlled neural networks.

European journal of sport science Jul 4, 2014
The soaring amount of data, especially spatial-temporal data, recorded in recent years demands for advanced analysis methods. Neural networks derived from self-organizing maps established themselves as a useful tool to analyse static and temporal dat...
Basketball Humans Neural Networks, Computer Electronic Data Processing Movement Spatio-Temporal Analysis
View on PubMed DOI

Inner pace: A dynamic exploration and analysis of basketball game pace.

PloS one Jan 1, 2025
This study aims to investigate the dynamics of basketball game pace and its influence on game outcomes through a novel intra-game segmentation approach. By employing K-means clustering on possession duration, we categorized possessions from 1,141 NBA...
Athletic Performance Basketball Humans Machine Learning
View on PubMed DOI

Sweat rate and fluid intake in young elite basketball players on the FIBA Europe U20 Championship.

Vojnosanitetski pregled Dec 1, 2015
BACKGROUND/AIM: Previous investigations in many sports indicated that continued exercise, especially in hot environments, can cause high sweat rate and huge water and electrolyte losses, thus impairing the performance of athletes. Most these studies ...
Humidity Basketball Dehydration Adolescent Time Factors Competitive Behavior Physical Exertion Weight Loss Urination Drinking Sweating Humans Temperature Young Adult Male Water-Electrolyte Balance
View on PubMed DOI
Popular Topics
Recent Journals