Machine and deep learning for sport-specific movement recognition: a systematic review of model development and performance

Research on hybrid information recognition algorithm and quality of golf swing

(2018) Jingmei Li et al.   COMPUTERS & ELECTRICAL ENGINEERING

Bring It to the Pitch: Combining Video and Movement Data to Enhance Team Sport Analysis

(2018) Manuel Stein et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

The Relationship Between Variables in Wearable Microtechnology Devices and Cricket Fast-Bowling Intensity

(2018) Dean J. McNamara et al.   International Journal of Sports Physiology and Performance

Trends Supporting the In-Field Use of Wearable Inertial Sensors for Sport Performance Evaluation: A Systematic Review

(2018) Valentina Camomilla et al.   SENSORS

Wearable Inertial Sensor Systems for Lower Limb Exercise Detection and Evaluation: A Systematic Review

(2018) Martin O’Reilly et al.   SPORTS MEDICINE

Variability of segment coordination using a vector coding technique: Reliability analysis for treadmill walking and running

(2017) Jocelyn F. Hafer et al.   GAIT & POSTURE

Assessing Motion Style Errors in Ski Jumping Using Inertial Sensor Devices

(2017) Heike Brock et al.   IEEE SENSORS JOURNAL

Monitoring Hitting Load in Tennis Using Inertial Sensors and Machine Learning

(2017) David Whiteside et al.   International Journal of Sports Physiology and Performance

Classification of deadlift biomechanics with wearable inertial measurement units

(2017) Martin A. O'Reilly et al.   JOURNAL OF BIOMECHANICS

Wearable microtechnology can accurately identify collision events during professional rugby league match-play

(2017) Billy T. Hulin et al.   JOURNAL OF SCIENCE AND MEDICINE IN SPORT

Technique analysis in elite athletes using principal component analysis

(2017) Øyvind Gløersen et al.   JOURNAL OF SPORTS SCIENCES

Technology in Strength and Conditioning Tracking Lower-Limb Exercises With Wearable Sensors

(2017) Martin A. OʼReilly et al.   JOURNAL OF STRENGTH AND CONDITIONING RESEARCH

Efficient Processing of Deep Neural Networks: A Tutorial and Survey

(2017) Vivienne Sze et al.   PROCEEDINGS OF THE IEEE

Classification of lunge biomechanics with multiple and individual inertial measurement units

(2017) Martin A. O’Reilly et al.   Sports Biomechanics

Classification and visualization of skateboard tricks using wearable sensors

(2017) Benjamin H. Groh et al.   Pervasive and Mobile Computing

A Wearable Device and System for Movement and Biometric Data Acquisition for Sports Applications

(2017) Marko Kos et al.   IEEE Access

Human activity recognition with smartphone sensors using deep learning neural networks

(2016) Charissa Ann Ronao et al.   EXPERT SYSTEMS WITH APPLICATIONS

Unobtrusive and Energy-Efficient Swimming Exercise Tracking Using On-Node Processing

(2016) Ulf Jensen et al.   IEEE SENSORS JOURNAL

Potential of IMU Sensors in Performance Analysis of Professional Alpine Skiers

(2016) Gwangjae Yu et al.   SENSORS

Team activity recognition in Association Football using a Bag-of-Words-based method

(2015) Raúl Montoliu et al.   HUMAN MOVEMENT SCIENCE

Validation of a Trunk-mounted Accelerometer to Measure Peak Impacts during Team Sport Movements

(2015) D. Wundersitz et al.   INTERNATIONAL JOURNAL OF SPORTS MEDICINE

The Validity of Microsensors to Automatically Detect Bowling Events and Counts in Cricket Fast Bowlers

(2015) Dean J. McNamara et al.   International Journal of Sports Physiology and Performance

Classification of team sport activities using a single wearable tracking device

(2015) Daniel W.T. Wundersitz et al.   JOURNAL OF BIOMECHANICS

Recognizing the intensity of strength training exercises with wearable sensors

(2015) Igor Pernek et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Deep learning

(2015) Yann LeCun et al.   NATURE

Semantic human activity recognition: A literature review

(2015) Maryam Ziaeefard et al.   PATTERN RECOGNITION

Inertial Sensor Technology for Elite Swimming Performance Analysis: A Systematic Review

(2015) Robert Mooney et al.   SENSORS

Inertial Sensor-Based Gait Recognition: A Review

(2015) Sebastijan Sprager et al.   SENSORS

Real-time event classification in field sport videos

(2015) Rafal Kapela et al.   SIGNAL PROCESSING-IMAGE COMMUNICATION

The Use of Wearable Microsensors to Quantify Sport-Specific Movements

(2015) Ryan Chambers et al.   SPORTS MEDICINE

Application of Assistive Computer Vision Methods to Oyama Karate Techniques Recognition

(2015) Tomasz Hachaj et al.   Symmetry-Basel

A tutorial on human activity recognition using body-worn inertial sensors

(2014) Andreas Bulling et al.   ACM COMPUTING SURVEYS

Validity of a trunk-mounted accelerometer to assess peak accelerations during walking, jogging and running

(2014) Daniel W. T. Wundersitz et al.   European Journal of Sport Science

Judging complex movement performances for excellence: A principal components analysis-based technique applied to competitive diving

(2014) Cole Young et al.   HUMAN MOVEMENT SCIENCE

Automatic recognition and scoring of olympic rhythmic gymnastic movements

(2014) M. Pino Díaz-Pereira et al.   HUMAN MOVEMENT SCIENCE

Classification accuracy of a single tri-axial accelerometer for training background and experience level in runners

(2014) Dylan Kobsar et al.   JOURNAL OF BIOMECHANICS

Tackle and impact detection in elite Australian football using wearable microsensor technology

(2014) Paul B. Gastin et al.   JOURNAL OF SPORTS SCIENCES

Wearable inertial sensors in swimming motion analysis: a systematic review

(2014) Fabricio Anicio de Magalhaes et al.   JOURNAL OF SPORTS SCIENCES

Human activity recognition from 3D data: A review

(2014) J.K. Aggarwal et al.   PATTERN RECOGNITION LETTERS

ANALYSIS OF VISION BASED SYSTEMS TO DETECT REAL TIME GOAL EVENTS IN SOCCER VIDEOS

(2013) Tanzila Saba et al.   APPLIED ARTIFICIAL INTELLIGENCE

Accuracy of Pattern Detection Methods in the Performance of Golf Putting

(2013) Micael S. Couceiro et al.   JOURNAL OF MOTOR BEHAVIOR

Quantification of tackling demands in professional Australian football using integrated wearable athlete tracking technology

(2013) Paul B. Gastin et al.   JOURNAL OF SCIENCE AND MEDICINE IN SPORT

Classification of Sporting Activities Using Smartphone Accelerometers

(2013) Edmond Mitchell et al.   SENSORS

Cloud manufacturing: a new manufacturing paradigm

(2012) Lin Zhang et al.   Enterprise Information Systems

3D Convolutional Neural Networks for Human Action Recognition

(2012) Shuiwang Ji et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Performance metrics for activity recognition

(2012) Jamie A. Ward et al.   ACM Transactions on Intelligent Systems and Technology

Physical collisions and injury in professional rugby league match-play

(2011) Tim J. Gabbett et al.   JOURNAL OF SCIENCE AND MEDICINE IN SPORT

Physical demands of professional rugby league training and competition using microtechnology

(2011) Tim J. Gabbett et al.   JOURNAL OF SCIENCE AND MEDICINE IN SPORT

A Review of Accelerometry-Based Wearable Motion Detectors for Physical Activity Monitoring

(2011) Che-Chang Yang et al.   SENSORS

Preprocessing techniques for context recognition from accelerometer data

(2010) Davide Figo et al.   Personal and Ubiquitous Computing

Machine Learning Methods for Classifying Human Physical Activity from On-Body Accelerometers

(2010) Andrea Mannini et al.   SENSORS

The Use of Wearable Inertial Motion Sensors in Human Lower Limb Biomechanics Studies: A Systematic Review

(2010) Daniel Fong et al.   SENSORS

A survey on vision-based human action recognition

(2009) Ronald Poppe   IMAGE AND VISION COMPUTING

Activity identification using body-mounted sensors—a review of classification techniques

(2009) Stephen J Preece et al.   PHYSIOLOGICAL MEASUREMENT

Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement

(2009) David Moher et al.   PLOS MEDICINE

A Comparison of Feature Extraction Methods for the Classification of Dynamic Activities From Accelerometer Data

(2008) S.J. Preece et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Tracking and recognizing actions of multiple hockey players using the boosted particle filter

(2008) Wei-Lwun Lu et al.   IMAGE AND VISION COMPUTING

Supporting user-oriented analysis for multi-view domain-specific visual languages

(2008) Esther Guerra et al.   INFORMATION AND SOFTWARE TECHNOLOGY

A Review of Vision-Based Motion Analysis in Sport

(2008) Sian Barris et al.   SPORTS MEDICINE