Deep learning approaches for workout repetition counting and validation

[1]  Lior Wolf,et al.  Live Repetition Counting , 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

[2]  Ilkka Korhonen,et al.  Detection of Daily Activities and Sports With Wearable Sensors in Controlled and Uncontrolled Conditions , 2008, IEEE Transactions on Information Technology in Biomedicine.

[3]  F. Penedo,et al.  Exercise and well-being: a review of mental and physical health benefits associated with physical activity , 2005, Current opinion in psychiatry.

[4]  Vladimir Vapnik,et al.  Support-vector networks , 2004, Machine Learning.

[5]  Allen Kent,et al.  Machine literature searching VIII. Operational criteria for designing information retrieval systems , 1955 .

[6]  Mani Srivastava,et al.  MiLift: Efficient Smartwatch-Based Workout Tracking Using Automatic Segmentation , 2018, IEEE Transactions on Mobile Computing.

[7]  Dan Morris,et al.  RecoFit: using a wearable sensor to find, recognize, and count repetitive exercises , 2014, CHI.

[8]  Eric S. Kim,et al.  Maintaining Healthy Behavior: a Prospective Study of Psychological Well-Being and Physical Activity , 2017, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[9]  Aruni Bhatnagar,et al.  Cardiovascular Effects and Benefits of Exercise , 2018, Front. Cardiovasc. Med..

[10]  Roger Wattenhofer,et al.  Recognition and Repetition Counting for Complex Physical Exercises with Deep Learning , 2019, Sensors.

[11]  Paulo Menezes,et al.  Exploring Workout Repetition Counting and Validation Through Deep Learning , 2020, ICIAR.

[12]  Jonathan Tompson,et al.  Counting Out Time: Class Agnostic Video Repetition Counting in the Wild , 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

[13]  Stephan Sigg,et al.  Workout Type Recognition and Repetition Counting with CNNs from 3D Acceleration Sensed on the Chest , 2019, IWANN.

[14]  Chris Harrison,et al.  GymCam: Detecting, Recognizing and Tracking Simultaneous Exercises in Unconstrained Scenes , 2018, Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..

[15]  F. Foti,et al.  Effects of Physical Exercise on Cognitive Functioning and Wellbeing: Biological and Psychological Benefits , 2018, Front. Psychol..

[16]  Xi Long,et al.  Single-accelerometer-based daily physical activity classification , 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[17]  Yaser Sheikh,et al.  OpenPose: Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields , 2018, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[18]  Shengfeng He,et al.  Context-Aware and Scale-Insensitive Temporal Repetition Counting , 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

[19]  N. Altman An Introduction to Kernel and Nearest-Neighbor Nonparametric Regression , 1992 .