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Modern mobile devices are able to provide context-aware and personalized services to the users, by leveraging on their sensing capabilities to infer the activity and situation in which a person is currently involved. Current solutions for…

机器学习 · 计算机科学 2023-07-10 Mattia Giovanni Campana , Franca Delmastro

The multitude of data generated by sensors available on users' mobile devices, combined with advances in machine learning techniques, support context-aware services in recognizing the current situation of a user (i.e., physical context) and…

机器学习 · 计算机科学 2023-06-29 Mattia Giovanni Campana , Dimitris Chatzopoulos , Franca Delmastro , Pan Hui

With the increased popularity of smartphones, various security threats and privacy leakages targeting them are discovered and investigated. In this work, we present \ourprotocoltight, a framework to authenticate users silently and…

密码学与安全 · 计算机科学 2013-09-03 Cheng Bo , Lan Zhang , Xiang-Yang Li

Remembering our day-to-day social interactions is challenging even if you aren't a blue memory challenged fish. The ability to automatically detect and remember these types of interactions is not only beneficial for individuals interested…

Mobile on-body sensing has distinct advantages for the analysis and understanding of crowd dynamics: sensing is not geographically restricted to a specific instrumented area, mobile phones offer on-body sensing and they are already deployed…

物理与社会 · 物理学 2011-09-09 Daniel Roggen , Martin Wirz , Gerhard Tröster , Dirk Helbing

This paper proposes Group-In, a wireless scanning system to detect static or mobile people groups in indoor or outdoor environments. Group-In collects only wireless traces from the Bluetooth-enabled mobile devices for group inference. The…

信号处理 · 电气工程与系统科学 2020-06-11 Gürkan Solmaz , Jonathan Fürst , Samet Aytaç , Fang-Jing Wu

Authentication of smartphone users is important because a lot of sensitive data is stored in the smartphone and the smartphone is also used to access various cloud data and services. However, smartphones are easily stolen or co-opted by an…

密码学与安全 · 计算机科学 2017-09-01 Wei-Han Lee , Ruby B. Lee

Social interactions play a crucial role in shaping human behavior, relationships, and societies. It encompasses various forms of communication, such as verbal conversation, non-verbal gestures, facial expressions, and body language. In this…

机器学习 · 计算机科学 2026-05-13 Alice Zhang , Callihan Bertley , Dawei Liang , Edison Thomaz

Facial expressions have been considered a metric reflecting a person's engagement with a task. While the evolution of expression detection methods is consequential, the foundation remains mostly on image processing techniques that suffer…

人机交互 · 计算机科学 2023-01-18 Pragma Kar , Shyamvanshikumar Singh , Avijit Mandal , Samiran Chattopadhyay , Sandip Chakraborty

Hand gesture recognition attracts great attention for interaction since it is intuitive and natural to perform. In this paper, we explore a novel method for interaction by using bone-conducted sound generated by finger movements while…

人机交互 · 计算机科学 2021-12-14 Bing Zhou , Matias Aiskovich , Sinem Guven

Sensors (e.g., light, gyroscope, accelerometer) and sensing-enabled applications on a smart device make the applications more user-friendly and efficient. However, the current permission-based sensor management systems of smart devices only…

密码学与安全 · 计算机科学 2019-10-25 Amit Kumar Sikder , Hidayet Aksu , A. Selcuk Uluagac

The increasingly sophisticated sensors supported by modern smartphones open up novel research opportunities, such as mobile phone sensing. One of the most challenging of these research areas is context-aware and activity recognition. The…

计算机与社会 · 计算机科学 2014-06-17 Jaziar Radianti , Julie Dugdale , Jose J. Gonzalez , Ole-Christoffer Granmo

In this work, we propose an approach for detecting conversation groups in social scenarios like cocktail parties and networking events, from overhead camera recordings. We posit the detection of conversation groups as a learning problem…

计算机视觉与模式识别 · 计算机科学 2022-06-07 Stephanie Tan , David M. J. Tax , Hayley Hung

User identification plays a pivotal role in how we interact with our mobile devices. Many existing authentication approaches require active input from the user or specialized sensing hardware, and studies on mobile device usage show…

人机交互 · 计算机科学 2020-04-13 Yilin Yang , Chen Wang , Yingying Chen , Yan Wang

Human social interactions occur in group settings of varying sizes and locations, depending on the type of social activity. The ability to distinguish group formations based on their purposes transforms how group detection mechanisms…

人机交互 · 计算机科学 2024-01-10 Akanksha Atrey , Camellia Zakaria , Rajesh Balan , Prashant Shenoy

Sensors (e.g., light, gyroscope, accelerotmeter) and sensing enabled applications on a smart device make the applications more user-friendly and efficient. However, the current permission-based sensor management systems of smart devices…

密码学与安全 · 计算机科学 2017-07-03 Amit Kumar Sikder , Hidayet Aksu , A. Selcuk Uluagac

Mobile sensing applications usually require time-series inputs from sensors. Some applications, such as tracking, can use sensed acceleration and rate of rotation to calculate displacement based on physical system models. Other…

机器学习 · 计算机科学 2017-07-04 Shuochao Yao , Shaohan Hu , Yiran Zhao , Aston Zhang , Tarek Abdelzaher

This paper presents an approach to detect and track groups of people in video-surveillance applications, and to automatically recognize their behavior. This method keeps track of individuals moving together by maintaining a spacial and…

计算机视觉与模式识别 · 计算机科学 2013-03-04 Sofia Zaidenberg , Bernard Boulay , François Bremond

Acoustic sensing has proved effective as a foundation for numerous applications in health and human behavior analysis. In this work, we focus on the problem of detecting in-person social interactions in naturalistic settings from audio…

声音 · 计算机科学 2022-03-23 Dawei Liang , Zifan Xu , Yinuo Chen , Rebecca Adaimi , David Harwath , Edison Thomaz

There is a research field of human activity recognition that automatically recognizes a user's physical activity through sensing technology incorporated in smartphones and other devices. When sensing daily activity, various measurement…

人机交互 · 计算机科学 2021-01-05 Tatsuhito Hasegawa
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