research-article

Exploring User Defined Gestures for Ear-Based Interactions

Authors:

Chia-Ying Liao,

Bing-Yu ChenAuthors Info & Claims

Proceedings of the ACM on Human-Computer Interaction, Volume 4, Issue ISS

Article No.: 186, Pages 1 - 20

https://doi.org/10.1145/3427314

Published: 04 November 2020 Publication History

Abstract

The human ear is highly sensitive and accessible, making it especially suitable for being used as an interface for interacting with smart earpieces or augmented glasses. However, previous works on ear-based input mainly address gesture sensing technology and researcher-designed gestures. This paper aims to bring more understandings of gesture design. Thus, for a user elicitation study, we recruited 28 participants, each of whom designed gestures for 31 smart device-related tasks. This resulted in a total of 868 gestures generated. Upon the basis of these gestures, we compiled a taxonomy and concluded the considerations underlying the participants' designs that also offer insights into their design rationales and preferences. Thereafter, based on these study results, we propose a set of user-defined gestures and share interesting findings. We hope this work can shed some light on not only sensing technologies of ear-based input, but also the interface design of future wearable interfaces.

References

[1]

Toshiyuki Ando, Yuki Kubo, Buntarou Shizuki, and Shin Takahashi. 2017. CanalSense: Face-Related Movement Recognition System Based on Sensing Air Pressure in Ear Canals. In Proceedings of the 30th Annual ACM Symposium on User Interface Software and Technology (Québec City, QC, Canada) (UIST '17). ACM, New York, NY, USA, 679--689. https://doi.org/10.1145/3126594.3126649

Digital Library

[2]

Shaikh Shawon Arefin Shimon, Courtney Lutton, Zichun Xu, Sarah Morrison-Smith, Christina Boucher, and Jaime Ruiz. 2016. Exploring Non-touchscreen Gestures for Smartwatches. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (San Jose, California, USA) (CHI '16). ACM, New York, NY, USA, 3822--3833. https://doi.org/10.1145/2858036.2858385

Digital Library

[3]

Daniel Ashbrook, Carlos Tejada, Dhwanit Mehta, Anthony Jiminez, Goudam Muralitharam, Sangeeta Gajendra, and Ross Tallents. 2016. Bitey: An Exploration of Tooth Click Gestures for Hands-Free User Interface Control. In Proceedings of the 18th International Conference on Human-Computer Interaction with Mobile Devices and Services (Florence, Italy) (MobileHCI '16). Association for Computing Machinery, New York, NY, USA, 158--169. https://doi.org/10.1145/2935334.2935389

Digital Library

[4]

Roger Boldu, Alexandru Dancu, Denys J.C. Matthies, Pablo Gallego Cascón, Shanaka Ransir, and Suranga Nanayakkara. 2018. Thumb-In-Motion: Evaluating Thumb-to-Ring Microgestures for Athletic Activity. In Proceedings of the Symposium on Spatial User Interaction (Berlin, Germany) (SUI '18). Association for Computing Machinery, New York, NY, USA, 150--157. https://doi.org/10.1145/3267782.3267796

Digital Library

[5]

Idil Bostan, Ouguz Turan Buruk, Mert Canat, Mustafa Ozan Tezcan, Celalettin Yurdakul, Tilbe Göksun, and Ouguzhan Özcan. 2017. Hands As a Controller: User Preferences for Hand Specific On-Skin Gestures. In Proceedings of the 2017 Conference on Designing Interactive Systems (Edinburgh, United Kingdom) (DIS '17). ACM, New York, NY, USA, 1123--1134. https://doi.org/10.1145/3064663.3064766

Digital Library

[6]

Edwin Chan, Teddy Seyed, Wolfgang Stuerzlinger, Xing-Dong Yang, and Frank Maurer. 2016. User Elicitation on Single-hand Microgestures. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (San Jose, California, USA) (CHI '16). ACM, New York, NY, USA, 3403--3414. https://doi.org/10.1145/2858036.2858589

Digital Library

[7]

Julien Epps, Serge Lichman, and Mike Wu. 2006. A Study of Hand Shape Use in Tabletop Gesture Interaction. In CHI '06 Extended Abstracts on Human Factors in Computing Systems (Montréal, Québec, Canada) (CHI EA '06). ACM, New York, NY, USA, 748--753. https://doi.org/10.1145/1125451.1125601

Digital Library

[8]

Chris Harrison, Hrvoje Benko, and Andrew D. Wilson. 2011. OmniTouch: Wearable Multitouch Interaction Everywhere. In Proceedings of the 24th Annual ACM Symposium on User Interface Software and Technology (Santa Barbara, California, USA) (UIST '11). ACM, New York, NY, USA, 441--450. https://doi.org/10.1145/2047196.2047255

Digital Library

[9]

Da-Yuan Huang, Liwei Chan, Shuo Yang, Fan Wang, Rong-Hao Liang, De-Nian Yang, Yi-Ping Hung, and Bing-Yu Chen. 2016. DigitSpace: Designing Thumb-to-Fingers Touch Interfaces for One-Handed and Eyes-Free Interactions. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (San Jose, California, USA) (CHI '16). ACM, New York, NY, USA, 1526--1537. https://doi.org/10.1145/2858036.2858483

Digital Library

[10]

Edwin L. Hutchins, James D. Hollan, and Donald A. Norman. 1985. Direct Manipulation Interfaces. Hum.-Comput. Interact., Vol. 1, 4 (Dec. 1985), 311--338. https://doi.org/10.1207/s15327051hci0104_2

Digital Library

[11]

Hsin-Liu (Cindy) Kao, Artem Dementyev, Joseph A. Paradiso, and Chris Schmandt. 2015. NailO: Fingernails As an Input Surface. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (Seoul, Republic of Korea) (CHI '15). ACM, New York, NY, USA, 3015--3018. https://doi.org/10.1145/2702123.2702572

Digital Library

[12]

Maria Karam and m. c. schraefel. 2005. A Taxonomy of Gestures in Human Computer Interactions. (2005). https://eprints.soton.ac.uk/261149/

[13]

Frederic Kerber, Markus Löchtefeld, Antonio Krüger, Jess McIntosh, Charlie McNeill, and Mike Fraser. 2016. Understanding Same-Side Interactions with Wrist-Worn Devices. In Proceedings of the 9th Nordic Conference on Human-Computer Interaction (Gothenburg, Sweden) (NordiCHI '16). Association for Computing Machinery, New York, NY, USA, Article 28, bibinfonumpages10 pages. https://doi.org/10.1145/2971485.2971519

Digital Library

[14]

Takashi Kikuchi, Yuta Sugiura, Katsutoshi Masai, Maki Sugimoto, and Bruce H. Thomas. 2017. EarTouch: Turning the Ear into an Input Surface. In Proceedings of the 19th International Conference on Human-Computer Interaction with Mobile Devices and Services (Vienna, Austria) (MobileHCI '17). ACM, New York, NY, USA, Article 27, bibinfonumpages6 pages. https://doi.org/10.1145/3098279.3098538

Digital Library

[15]

Mary L McHugh. 2012. Interrater reliability: The kappa statistic. Biochemia medica : vc asopis Hrvatskoga druvs tva medicinskih biokemivc ara / HDMB, Vol. 22 (10 2012), 276--82. https://doi.org/10.11613/BM.2012.031

[16]

DoYoung Lee, Youryang Lee, Yonghwan Shin, and Ian Oakley. 2018. Designing Socially Acceptable Hand-to-Face Input. In Proceedings of the 31st Annual ACM Symposium on User Interface Software and Technology (Berlin, Germany) (UIST '18). ACM, New York, NY, USA, 711--723. https://doi.org/10.1145/3242587.3242642

Digital Library

[17]

Jaime Lien, Nicholas Gillian, M. Emre Karagozler, Patrick Amihood, Carsten Schwesig, Erik Olson, Hakim Raja, and Ivan Poupyrev. 2016. Soli: Ubiquitous Gesture Sensing with Millimeter Wave Radar. ACM Trans. Graph., Vol. 35, 4, Article 142 (July 2016), bibinfonumpages19 pages. https://doi.org/10.1145/2897824.2925953

[18]

Roman Lissermann, Jochen Huber, Aristotelis Hadjakos, Suranga Nanayakkara, and Max Mühlh"auser. 2014. EarPut: Augmenting Ear-worn Devices for Ear-based Interaction. In Proceedings of the 26th Australian Computer-Human Interaction Conference on Designing Futures: The Future of Design (Sydney, New South Wales, Australia) (OzCHI '14). ACM, New York, NY, USA, 300--307. https://doi.org/10.1145/2686612.2686655

Digital Library

[19]

Denys J. C. Matthies, Simon T. Perrault, Bodo Urban, and Shengdong Zhao. 2015. Botential: Localizing On-Body Gestures by Measuring Electrical Signatures on the Human Skin. In Proceedings of the 17th International Conference on Human-Computer Interaction with Mobile Devices and Services (Copenhagen, Denmark) (MobileHCI '15). Association for Computing Machinery, New York, NY, USA, 207--216. https://doi.org/10.1145/2785830.2785859

Digital Library

[20]

Denys J. C. Matthies, Bernhard A. Strecker, and Bodo Urban. 2017. EarFieldSensing: A Novel In-Ear Electric Field Sensing to Enrich Wearable Gesture Input through Facial Expressions. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (Denver, Colorado, USA) (CHI '17). Association for Computing Machinery, New York, NY, USA, 1911--1922. https://doi.org/10.1145/3025453.3025692

Digital Library

[21]

Erin McAweeney, Haihua Zhang, and Michael Nebeling. 2018. User-Driven Design Principles for Gesture Representations. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (Montreal QC, Canada) (CHI '18). ACM, New York, NY, USA, Article 547, bibinfonumpages13 pages. https://doi.org/10.1145/3173574.3174121

Digital Library

[22]

C. Metzger, M. Anderson, and T. Starner. 2004. FreeDigiter: a contact-free device for gesture control. In Eighth International Symposium on Wearable Computers, Vol. 1. 18--21. https://doi.org/10.1109/ISWC.2004.23

Digital Library

[23]

Meredith Ringel Morris, Jacob O. Wobbrock, and Andrew D. Wilson. 2010. Understanding Users' Preferences for Surface Gestures. In Proceedings of Graphics Interface 2010 (Ottawa, Ontario, Canada) (GI '10). Canadian Information Processing Society, Toronto, Ont., Canada, Canada, 261--268. http://dl.acm.org/citation.cfm?id=1839214.1839260

Digital Library

[24]

Miguel A. Nacenta, Yemliha Kamber, Yizhou Qiang, and Per Ola Kristensson. 2013. Memorability of Pre-designed and User-defined Gesture Sets. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (Paris, France) (CHI '13). ACM, New York, NY, USA, 1099--1108. https://doi.org/10.1145/2470654.2466142

Digital Library

[25]

Michael Nielsen, Moritz Störring, Thomas B. Moeslund, and Erik Granum. 2004. A Procedure for Developing Intuitive and Ergonomic Gesture Interfaces for HCI. In Gesture-Based Communication in Human-Computer Interaction, Antonio Camurri and Gualtiero Volpe (Eds.). Springer Berlin Heidelberg, Berlin, Heidelberg, 409--420.

[26]

Thammathip Piumsomboon, Adrian Clark, Mark Billinghurst, and Andy Cockburn. 2013. User-defined Gestures for Augmented Reality. In CHI '13 Extended Abstracts on Human Factors in Computing Systems (Paris, France) (CHI EA '13). ACM, New York, NY, USA, 955--960. https://doi.org/10.1145/2468356.2468527

[27]

Jun Rekimoto. 2001. GestureWrist and GesturePad: Unobtrusive Wearable Interaction Devices. In Proceedings of the 5th IEEE International Symposium on Wearable Computers (ISWC '01). IEEE Computer Society, Washington, DC, USA, 21--. http://dl.acm.org/citation.cfm?id=580581.856565

Digital Library

[28]

Julie Rico and Stephen Brewster. 2010. Usable Gestures for Mobile Interfaces: Evaluating Social Acceptability. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (Atlanta, Georgia, USA) (CHI '10). ACM, New York, NY, USA, 887--896. https://doi.org/10.1145/1753326.1753458

Digital Library

[29]

Jaime Ruiz, Yang Li, and Edward Lank. 2011. User-defined Motion Gestures for Mobile Interaction. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (Vancouver, BC, Canada) (CHI '11). ACM, New York, NY, USA, 197--206. https://doi.org/10.1145/1978942.1978971

Digital Library

[30]

T. Scott Saponas, Desney S. Tan, Dan Morris, Ravin Balakrishnan, Jim Turner, and James A. Landay. 2009. Enabling Always-available Input with Muscle-computer Interfaces. In Proceedings of the 22Nd Annual ACM Symposium on User Interface Software and Technology (Victoria, BC, Canada) (UIST '09). ACM, New York, NY, USA, 167--176. https://doi.org/10.1145/1622176.1622208

Digital Library

[31]

Douglas Schuler and Aki Namioka (Eds.). 1993. Participatory Design: Principles and Practices .L. Erlbaum Associates Inc., Hillsdale, NJ, USA.

Digital Library

[32]

Julia Schwarz, Chris Harrison, Scott Hudson, and Jennifer Mankoff. 2010. Cord Input: An Intuitive, High-accuracy, Multi-degree-of-freedom Input Method for Mobile Devices. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (Atlanta, Georgia, USA) (CHI '10). ACM, New York, NY, USA, 1657--1660. https://doi.org/10.1145/1753326.1753573

Digital Library

[33]

Marcos Serrano, Barrett M. Ens, and Pourang P. Irani. 2014. Exploring the Use of Hand-to-face Input for Interacting with Head-worn Displays. In Proceedings of the 32Nd Annual ACM Conference on Human Factors in Computing Systems (Toronto, Ontario, Canada) (CHI '14). ACM, New York, NY, USA, 3181--3190. https://doi.org/10.1145/2556288.2556984

[34]

Teddy Seyed, Chris Burns, Mario Costa Sousa, Frank Maurer, and Anthony Tang. 2012. Eliciting Usable Gestures for Multi-display Environments. In Proceedings of the 2012 ACM International Conference on Interactive Tabletops and Surfaces (Cambridge, Massachusetts, USA) (ITS '12). ACM, New York, NY, USA, 41--50. https://doi.org/10.1145/2396636.2396643

Digital Library

[35]

Ying-Chao Tung, Chun-Yen Hsu, Han-Yu Wang, Silvia Chyou, Jhe-Wei Lin, Pei-Jung Wu, Andries Valstar, and Mike Y. Chen. 2015. User-Defined Game Input for Smart Glasses in Public Space. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (Seoul, Republic of Korea) (CHI '15). ACM, New York, NY, USA, 3327--3336. https://doi.org/10.1145/2702123.2702214

Digital Library

[36]

Radu-Daniel Vatavu. 2012. User-defined Gestures for Free-hand TV Control. In Proceedings of the 10th European Conference on Interactive TV and Video (Berlin, Germany) (EuroITV '12). ACM, New York, NY, USA, 45--48. https://doi.org/10.1145/2325616.2325626

Digital Library

[37]

Radu-Daniel Vatavu. 2013. A Comparative Study of User-Defined Handheld vs. Freehand Gestures for Home Entertainment Environments. J. Ambient Intell. Smart Environ., Vol. 5, 2 (March 2013), 187--211.

[38]

Radu-Daniel Vatavu. 2019. The Dissimilarity-Consensus Approach to Agreement Analysis in Gesture Elicitation Studies. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (Glasgow, Scotland Uk) (CHI '19). Association for Computing Machinery, New York, NY, USA, 1--13. https://doi.org/10.1145/3290605.3300454

Digital Library

[39]

Radu-Daniel Vatavu and Jacob O. Wobbrock. 2015. Formalizing Agreement Analysis for Elicitation Studies: New Measures, Significance Test, and Toolkit. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (Seoul, Republic of Korea) (CHI '15). ACM, New York, NY, USA, 1325--1334. https://doi.org/10.1145/2702123.2702223

[40]

Radu-Daniel Vatavu and Ionut-Alexandru Zaiti. 2014. Leap Gestures for TV: Insights from an Elicitation Study. In Proceedings of the ACM International Conference on Interactive Experiences for TV and Online Video (Newcastle Upon Tyne, United Kingdom) (TVX '14). ACM, New York, NY, USA, 131--138. https://doi.org/10.1145/2602299.2602316

Digital Library

[41]

Santiago Villarreal-Narvaez, Jean Vanderdonckt, Radu-Daniel Vatavu, and Jacob O. Wobbrock. 2020. A Systematic Review of Gesture Elicitation Studies: What Can We Learn from 216 Studies?. In Proceedings of the 2020 ACM Designing Interactive Systems Conference (Eindhoven, Netherlands) (DIS '20). Association for Computing Machinery, New York, NY, USA, 855--872. https://doi.org/10.1145/3357236.3395511

Digital Library

[42]

Martin Weigel, Vikram Mehta, and Jürgen Steimle. 2014. More than Touch: Understanding How People Use Skin as an Input Surface for Mobile Computing. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (Toronto, Ontario, Canada) (CHI '14). Association for Computing Machinery, New York, NY, USA, 179--188. https://doi.org/10.1145/2556288.2557239

Digital Library

[43]

Jacob O. Wobbrock, Htet Htet Aung, Brandon Rothrock, and Brad A. Myers. 2005. Maximizing the Guessability of Symbolic Input. In CHI '05 Extended Abstracts on Human Factors in Computing Systems (Portland, OR, USA) (CHI EA '05). ACM, New York, NY, USA, 1869--1872. https://doi.org/10.1145/1056808.1057043

[44]

Jacob O. Wobbrock, Meredith Ringel Morris, and Andrew D. Wilson. 2009. User-defined Gestures for Surface Computing. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (Boston, MA, USA) (CHI '09). ACM, New York, NY, USA, 1083--1092. https://doi.org/10.1145/1518701.1518866

Digital Library

[45]

Katrin Wolf, Anja Naumann, Michael Rohs, and Jörg Müller. 2011a. Taxonomy of Microinteractions: Defining Microgestures Based on Ergonomic and Scenario-Dependent Requirements. In Proceedings of the 13th IFIP TC 13 International Conference on Human-Computer Interaction - Volume Part I (Lisbon, Portugal) (INTERACT'11). Springer-Verlag, Berlin, Heidelberg, 559--575.

Digital Library

[46]

Katrin Wolf, Anja Naumann, Michael Rohs, and Jörg Müller. 2011b. Taxonomy of Microinteractions: Defining Microgestures Based on Ergonomic and Scenario-Dependent Requirements. In Proceedings of the 13th IFIP TC 13 International Conference on Human-Computer Interaction - Volume Part I (Lisbon, Portugal) (INTERACT'11). Springer-Verlag, Berlin, Heidelberg, 559--575.

Digital Library

[47]

Xing-Dong Yang, Tovi Grossman, Daniel Wigdor, and George Fitzmaurice. 2012. Magic Finger: Always-available Input Through Finger Instrumentation. In Proceedings of the 25th Annual ACM Symposium on User Interface Software and Technology (Cambridge, Massachusetts, USA) (UIST '12). ACM, New York, NY, USA, 147--156. https://doi.org/10.1145/2380116.2380137

Digital Library

[48]

Yang Zhang, Wolf Kienzle, Yanjun Ma, Shiu S. Ng, Hrvoje Benko, and Chris Harrison. 2019. ActiTouch: Robust Touch Detection for On-Skin AR/VR Interfaces. In Proceedings of the 32nd Annual ACM Symposium on User Interface Software and Technology (New Orleans, LA, USA) (UIST '19). Association for Computing Machinery, New York, NY, USA, 1151--1159. https://doi.org/10.1145/3332165.3347869

Digital Library

[49]

Yang Zhang, Junhan Zhou, Gierad Laput, and Chris Harrison. 2016. SkinTrack: Using the Body as an Electrical Waveguide for Continuous Finger Tracking on the Skin. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (San Jose, California, USA) (CHI '16). Association for Computing Machinery, New York, NY, USA, 1491--1503. https://doi.org/10.1145/2858036.2858082

Digital Library

[50]

Kening Zhu, Xiaojuan Ma, Haoyuan Chen, and Miaoyin Liang. 2017. Tripartite Effects: Exploring Users? Mental Model of Mobile Gestures under the Influence of Operation, Handheld Posture, and Interaction Space. International Journal of Human--Computer Interaction, Vol. 33, 6 (2017), 443--459. https://doi.org/10.1080/10447318.2016.1275432

Cited By

Pan XHuan ZLi YCao Y(2024)Enhancement of GUI Display Error Detection Using Improved Faster R-CNN and Multi-Scale Attention MechanismApplied Sciences10.3390/app1403114414:3(1144)Online publication date: 30-Jan-2024
https://doi.org/10.3390/app14031144
Srivastava TWinters RGable TWang YLaScala TTashev I(2024)Whispering Wearables: Multimodal Approach to Silent Speech Recognition with Head-Worn DevicesProceedings of the 26th International Conference on Multimodal Interaction10.1145/3678957.3685720(214-223)Online publication date: 4-Nov-2024
https://dl.acm.org/doi/10.1145/3678957.3685720
Geißler DBello HZahn EWoop EZhou BLukowicz PKarolus J(2024)Head 'n Shoulder: Gesture-Driven Biking Through Capacitive Sensing Garments to Innovate Hands-Free InteractionProceedings of the ACM on Human-Computer Interaction10.1145/36765108:MHCI(1-20)Online publication date: 24-Sep-2024
https://dl.acm.org/doi/10.1145/3676510
Show More Cited By

Index Terms

Exploring User Defined Gestures for Ear-Based Interactions
1. Human-centered computing
  1. Human computer interaction (HCI)
    1. HCI design and evaluation methods
      1. User studies
    2. Interaction techniques
      1. Gestural input

Recommendations

User-defined gestures for surface computing
CHI '09: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems

Many surface computing prototypes have employed gestures created by system designers. Although such gestures are appropriate for early investigations, they are not necessarily reflective of user behavior. We present an approach to designing tabletop ...
User-defined gestures for free-hand TV control
EuroITV '12: Proceedings of the 10th European Conference on Interactive TV and Video

As researchers and industry alike are proposing TV interfaces that use gestures in their designs, understanding users' preferences for gesture commands becomes an important problem. However, no rules or guidelines currently exist to assist designers and ...
User-defined gestures for augmented reality
CHI EA '13: CHI '13 Extended Abstracts on Human Factors in Computing Systems

Recently there has been an increase in research of hand gestures for interaction in the area of Augmented Reality (AR). However this research has focused on developer designed gestures, and little is known about user preference and behavior for gestures ...

Comments

Information & Contributors

Information

Published In

cover image Proceedings of the ACM on Human-Computer Interaction

Proceedings of the ACM on Human-Computer Interaction Volume 4, Issue ISS

ISS

November 2020

488 pages

EISSN:2573-0142

DOI:10.1145/3433930

Editor:
Jeff Nichols
Apple Inc.

Issue’s Table of Contents

Copyright © 2020 ACM.

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 04 November 2020

Published in PACMHCI Volume 4, Issue ISS

Permissions

Request permissions for this article.

Request Permissions

Check for updates

Author Tags

Qualifiers

Research-article

Contributors

Other Metrics

View Article Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

55
Total Citations
View Citations
715
Total Downloads

Downloads (Last 12 months)102
Downloads (Last 6 weeks)4

Reflects downloads up to 05 Mar 2025

Other Metrics

View Author Metrics

Citations

Cited By

Pan XHuan ZLi YCao Y(2024)Enhancement of GUI Display Error Detection Using Improved Faster R-CNN and Multi-Scale Attention MechanismApplied Sciences10.3390/app1403114414:3(1144)Online publication date: 30-Jan-2024
https://doi.org/10.3390/app14031144
Srivastava TWinters RGable TWang YLaScala TTashev I(2024)Whispering Wearables: Multimodal Approach to Silent Speech Recognition with Head-Worn DevicesProceedings of the 26th International Conference on Multimodal Interaction10.1145/3678957.3685720(214-223)Online publication date: 4-Nov-2024
https://dl.acm.org/doi/10.1145/3678957.3685720
Geißler DBello HZahn EWoop EZhou BLukowicz PKarolus J(2024)Head 'n Shoulder: Gesture-Driven Biking Through Capacitive Sensing Garments to Innovate Hands-Free InteractionProceedings of the ACM on Human-Computer Interaction10.1145/36765108:MHCI(1-20)Online publication date: 24-Sep-2024
https://dl.acm.org/doi/10.1145/3676510
Sato YAmesaka TYamamoto TWatanabe HSugiura Y(2024)Exploring User-Defined Gestures as Input for Hearables and Recognizing Ear-Level Gestures with IMUsProceedings of the ACM on Human-Computer Interaction10.1145/36765038:MHCI(1-23)Online publication date: 24-Sep-2024
https://dl.acm.org/doi/10.1145/3676503
Masood RCheng WVatsalan DMishra DAsghar HKaafar D(2024)Privacy Preserving Release of Mobile Sensor DataProceedings of the 19th International Conference on Availability, Reliability and Security10.1145/3664476.3664519(1-13)Online publication date: 30-Jul-2024
https://dl.acm.org/doi/10.1145/3664476.3664519
Suzuki SAmesaka TWatanabe HShizuki BSugiura Y(2024)EarHover: Mid-Air Gesture Recognition for Hearables Using Sound Leakage SignalsProceedings of the 37th Annual ACM Symposium on User Interface Software and Technology10.1145/3654777.3676367(1-13)Online publication date: 13-Oct-2024
https://dl.acm.org/doi/10.1145/3654777.3676367
Wang ZWang YYang J(2024)EarSlideProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/36435158:1(1-29)Online publication date: 6-Mar-2024
https://dl.acm.org/doi/10.1145/3643515
Shimon SNeshati ASun JXu QZhao J(2024)Exploring Uni-manual Around Ear Off-Device Gestures for EarablesProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/36435138:1(1-29)Online publication date: 6-Mar-2024
https://dl.acm.org/doi/10.1145/3643513
Wang SKong TGuo BLin LWang HSerra ESpezzano F(2024)CourIRL: Predicting Couriers' Behavior in Last-Mile Delivery Using Crossed-Attention Inverse Reinforcement LearningProceedings of the 33rd ACM International Conference on Information and Knowledge Management10.1145/3627673.3680046(4957-4965)Online publication date: 21-Oct-2024
https://dl.acm.org/doi/10.1145/3627673.3680046
Yang YChen THuang YGuo XShangguan L(2024)MAF: Exploring Mobile Acoustic Field for Hand-to-Face Gesture InteractionsProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642437(1-20)Online publication date: 11-May-2024
https://dl.acm.org/doi/10.1145/3613904.3642437
Show More Cited By

View Options

Login options

Check if you have access through your login credentials or your institution to get full access on this article.

Full Access

Get this Article

View options

PDF

View or Download as a PDF file.

eReader

View online with eReader.

Figures

Tables

Media

View Issue’s Table of Contents