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Everything about Activity recognition
Recognition of events from videos or sensors
Activity recognition aims to recognize the actions and goals of one or more agents from a series of observations on the agents' actions and the environmental conditions. Since the 1980s, this research field has captured the attention of several computer science communities due to its strength in providing personalized support for many different applications and its connection to many different fields of study such as medicine, human-computer interaction, or sociology. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Activity recognitionA 5-minute orientation
- Skim a recent paper: Multi-sensor information fusion based on machine learning for real applications in human activity recognition: State-of-the-art and research challengesInfluential work since 2022
- Pick up a classic book: Memory search by a memoristThe most-reprinted book on the subject
- Read the landmark paper: Activity recognition using cell phone accelerometersCited 2,318 times
- Go sideways: Anomaly detectionA closely related topic
- Go sideways: Computer visionA closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
Activity recognition using cell phone accelerometers
Sensor-Based Activity Recognition
From action to activity: Sensor-based activity recognition
Activity recognition with smartphone sensors
Human Activity Recognition: A Survey
Video-based event recognition: activity representation and probabilistic recognition methods
Activity Discovery and Activity Recognition: A New Partnership
Toward human activity recognition: a survey
🆕 Influential since 2022
Multi-sensor information fusion based on machine learning for real applications in human activity recognition: State-of-the-art and research challenges
Deep Learning in Human Activity Recognition with Wearable Sensors: A Review on Advances
Human Gait Activity Recognition Machine Learning Methods
Cross-Modal Federated Human Activity Recognition
Human activity recognition: A comprehensive review
📚 Books worth reading
Memory search by a memoristCharles P. Thompson · 1993- 📕Radar for Indoor MonitoringMoeness Amin · 2017
- 📕Plan, Activity, and Intent RecognitionGita Sukthankar, Christopher Geib · 2007
Quick-and-easy learning centersMary Beth Spann · 1995
Human behavior recognition technologiesHans Werner Güsgen, Stephen Marsland · 2013
Human Activity Recognition and PredictionYun Fu · 2015- 📕Recognition Versus Self-DeterminationAvigail Eisenberg, Jeremy Webber · 2014
- 📕Assessing the prospects for democratization in KoreaUnited States. Congress. House. Committee on Foreign Affairs · 1988
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
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