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Contextual sensing using wearable cameras has seen a variety of different camera angles proposed to capture a wide gamut of different visual scenes.
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Multi-camera human activity monitoring
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First-person vision
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DietCam: Automatic dietary assessment with mobile camera phones
Fanyu Kong and Jindong Tan. 2012 · 2012
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Activity recognition from a wearable camera. In 2012 12th International Conference on Control Automation Robotics & Vision (ICARCV) . IEEE, 365–370
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Context-aware activity recognition and anomaly detection in video
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Using a wearable camera to increase the accuracy of dietary analysis
Gillian O’Loughlin, Sarah Jane Cullen, Adrian McGoldrick, Siobhan O’Connor, Richard Blain, Shane O’Malley, and Giles D Warrington. 2013 · 2013
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Gaze locking: passive eye contact detection for human-object interaction. In Proceedings of the 26th annual ACM symposium on User interface software and technology . 271–280
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Watchudrive: Differentiating drivers and passengers using smartwatches. In 2016 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops) . IEEE, 1–4
Alex Mariakakis, Vijay Srinivasan, Kiran Rachuri, and Abhishek Mukherji. 2016 · 2016
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Stacked hourglass networks for human pose estimation. In European conference on computer vision . Springer, 483–499
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You only look once: Unified, real-time object detection. In Proceedings of the IEEE conference on computer vision and pattern recognition . 779–788
Joseph Redmon, Santosh Divvala, Ross Girshick, and Ali Farhadi. 2016 · 2016
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Diet eyeglasses: Recognising food chewing using EMG and smart eyeglasses. In 2016 IEEE 13th International Conference on Wearable and Implantable Body Sensor Networks (BSN) . IEEE, 7–12
Rui Zhang, Severin Bernhart, and Oliver Amft. 2016 · 2016
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Deep neural networks for object detection. In Advances in neural information processing systems . 2553–2561
Christian Szegedy, Alexander Toshev, and Dumitru Erhan. 2013 · 2013
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A tutorial on human activity recognition using body-worn inertial sensors
Andreas Bulling, Ulf Blanke, and Bernt Schiele. 2014 · 2014
Cited alongside, same era.
GlimpseData: Towards continuous vision-based personal analytics. In Proceedings of the 2014 workshop on physical analytics . 31–36
Seungyeop Han, Rajalakshmi Nandakumar, Matthai Philipose, Arvind Krishnamurthy, and David Wetherall. 2014 · 2014
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A wearable nutrition monitoring system. In 2014 11th International Conference on Wearable and Implantable Body Sensor Networks . IEEE, 75–80
Haik Kalantarian, Nabil Alshurafa, and Majid Sarrafzadeh. 2014 · 2014
Cited alongside, same era.
Determining the single best axis for exercise repetition recognition and counting on smartwatches. In 2014 11th International Conference on Wearable and Implantable Body Sensor Networks . IEEE, 33–38
Bobak Jack Mortazavi, Mohammad Pourhomayoun, Gabriel Alsheikh, Nabil Alshurafa, Sunghoon Ivan Lee, and Majid Sarrafzadeh. 2014 · 2014
Cited alongside, same era.
Deeppose: Human pose estimation via deep neural networks. In Proceedings of the IEEE conference on computer vision and pattern recognition . 1653–1660
Alexander Toshev and Christian Szegedy. 2014 · 2014
Cited alongside, same era.
Recognizing personal contexts from egocentric images. In Proceedings of the IEEE International Conference on Computer Vision Workshops . 1–9
Antonino Furnari, Giovanni M Farinella, and Sebastiano Battiato. 2015 · 2015
Cited alongside, same era.
Wellness programs: wearable technologies supporting healthy habits and corporate costs reduction. In International Conference on Human-Computer Interaction . Springer, 293–300
Marcos Souza, Taynah Miyagawa, Paulo Melo, and Francimar Maciel. 2017 · 2017
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Recognizing detailed human context in the wild from smartphones and smartwatches
Yonatan Vaizman, Katherine Ellis, and Gert Lanckriet. 2017 · 2017
Later among the works it cites.
Detecting eating episodes by tracking jawbone movements with a non-contact wearable sensor
Keum San Chun, Sarnab Bhattacharya, and Edison Thomaz. 2018 · 2018
Later among the works it cites.
Gait and jump classification in modern equestrian sports. In Proceedings of the 2018 ACM International Symposium on Wearable Computers . 88–91
Jessica Maria Echterhoff, Juan Haladjian, and Bernd Brügge. 2018b · 2018
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GymCam: Detecting, recognizing and tracking simultaneous exercises in unconstrained scenes
Rushil Khurana, Karan Ahuja, Zac Yu, Jennifer Mankoff, Chris Harrison, and Mayank Goel. 2018 · 2018
Later among the works it cites.
A behavioral approach to shared mapping of peripersonal space between oneself and others
Wataru Teramoto. 2018 · 2018
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Context recognition in-the-wild: Unified model for multi-modal sensors and multi-label classification
Yonatan Vaizman, Nadir Weibel, and Gert Lanckriet. 2018 · 2018
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Analyzing the use of camera glasses in the wild. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems . 1–8
Taryn Bipat, Maarten Willem Bos, Rajan Vaish, and Andrés Monroy-Hernández. 2019 · 2019
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Exploring the Efficacy of Sparse, General-Purpose Sensor Constellations for Wide-Area Activity Sensing
Gierad Laput and Chris Harrison. 2019a · 2019
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Sensing Fine-Grained Hand Activity with Smartwatches. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems . 1–13
Gierad Laput and Chris Harrison. 2019b · 2019
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Continuous alertness assessments: Using EOG glasses to unobtrusively monitor fatigue levels In-The-Wild. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems . 1–12
Benjamin Tag, Andrew W Vargo, Aman Gupta, George Chernyshov, Kai Kunze, and Tilman Dingler. 2019 · 2019
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NeckSense: A Multi-Sensor Necklace for Detecting Eating Activities in Free-Living Conditions
Shibo Zhang, Yuqi Zhao, Dzung Tri Nguyen, Runsheng Xu, Sougata Sen, Josiah Hester, and Nabil Alshurafa. 2019b · 2019
Later among the works it cites.
FitByte: Automatic Diet Monitoring in Unconstrained Situations Using Multimodal Sensing on Eyeglasses. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems . Association for Computing Machinery, New York, NY, USA, 1–12
Abdelkareem Bedri, Diana Li, Rushil Khurana, Kunal Bhuwalka, and Mayank Goel. 2020 · 2020
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