NDLI logo
  • Content
  • Similar Resources
  • Metadata
  • Cite This
  • Log-in
  • Fullscreen
Log-in
Do not have an account? Register Now
Forgot your password? Account recovery
  1. Transactions on Interactive Intelligent Systems (TiiS)
  2. ACM Transactions on Interactive Intelligent Systems (TiiS) : Volume 6
  3. Issue 2(Regular Articles, Special Issue on Highlights of IUI 2015 (Part 2 of 2) and Special Issue on Highlights of ICMI 2014 (Part 1 of 2)), August 2016
  4. Automatic Analysis of Naturalistic Hand-Over-Face Gestures
Loading...

Please wait, while we are loading the content...

ACM Transactions on Interactive Intelligent Systems (TiiS) : Volume 7
ACM Transactions on Interactive Intelligent Systems (TiiS) : Volume 6
Issue 4(Special Issue on Human Interaction with Artificial Advice Givers), December 2016
Issue 3(Regular Articles and Special Issue on Highlights of ICMI 2014 (Part 2 of 2)), October 2016
Issue 2(Regular Articles, Special Issue on Highlights of IUI 2015 (Part 2 of 2) and Special Issue on Highlights of ICMI 2014 (Part 1 of 2)), August 2016
Transfer Learning for Semisupervised Collaborative Recommendation
Agents Vs. Users: Visual Recommendation of Research Talks with Multiple Dimension of Relevance
The Effects of Interpersonal Attitude of a Group of Agents on User’s Presence and Proxemics Behavior
A Dynamic Pen-Based Interface for Writing and Editing Complex Mathematical Expressions With Math Boxes
The Stability and Usability of Statistical Topic Models
Minimal Interaction Content Discovery in Recommender Systems
Beyond the Touchscreen: An Exploration of Extending Interactions on Commodity Smartphones
Using Video to Automatically Detect Learner Affect in Computer-Enabled Classrooms
Teaching Social Communication Skills Through Human-Agent Interaction
Automatic Analysis of Naturalistic Hand-Over-Face Gestures
Using Respiration to Predict Who Will Speak Next and When in Multiparty Meetings
Issue 1(Special Issue on New Directions in Eye Gaze for Interactive Intelligent Systems (Part 2 of 2), Regular Articles and Special Issue on Highlights of IUI 2015 (Part 1 of 2)), May 2016
ACM Transactions on Interactive Intelligent Systems (TiiS) : Volume 5
ACM Transactions on Interactive Intelligent Systems (TiiS) : Volume 4
ACM Transactions on Interactive Intelligent Systems (TiiS) : Volume 3
ACM Transactions on Interactive Intelligent Systems (TiiS) : Volume 2
ACM Transactions on Interactive Intelligent Systems (TiiS) : Volume 1

Similar Documents

...
Automatic Detection of Naturalistic Hand-over-Face Gesture Descriptors

Article

...
Emotional Interaction with a Robot Using Facial Expressions, Face Pose and Hand Gestures

Article

...
Interpreting hand-over-face gestures.

Article

...
Histograms of orientation gradient investigation for static hand gestures

Article

...
Computer Vision Based Human Computer Interaction

Article

...
Human computer interaction using hand gestures

Book

...
Automatic Facial Expression Interpretation: Where Human-Computer Interaction, Artificial Intelligence and Cognitive Science Intersect (2000)

Article

...
On Space-Time Interest Points

Article

...
Local Transform Features and Hybridization for Accurate Face and Human Detection

Article

Automatic Analysis of Naturalistic Hand-Over-Face Gestures

Content Provider ACM Digital Library
Author Baltrušaitis, Tadas Robinson, Peter Mahmoud, Marwa
Copyright Year 2016
Abstract One of the main factors that limit the accuracy of facial analysis systems is hand occlusion. As the face becomes occluded, facial features are lost, corrupted, or erroneously detected. Hand-over-face occlusions are considered not only very common but also very challenging to handle. However, there is empirical evidence that some of these hand-over-face gestures serve as cues for recognition of cognitive mental states. In this article, we present an analysis of automatic detection and classification of hand-over-face gestures. We detect hand-over-face occlusions and classify hand-over-face gesture descriptors in videos of natural expressions using multi-modal fusion of different state-of-the-art spatial and spatio-temporal features. We show experimentally that we can successfully detect face occlusions with an accuracy of 83%. We also demonstrate that we can classify gesture descriptors (hand shape, hand action, and facial region occluded) significantly better than a naïve baseline. Our detailed quantitative analysis sheds some light on the challenges of automatic classification of hand-over-face gestures in natural expressions.
Starting Page 1
Ending Page 18
Page Count 18
File Format PDF
ISSN 21606455
e-ISSN 21606463
DOI 10.1145/2946796
Volume Number 6
Issue Number 2
Journal ACM Transactions on Interactive Intelligent Systems (TiiS)
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2016-07-20
Publisher Place New York
Access Restriction One Nation One Subscription (ONOS)
Subject Keyword Hand-over-face occlusions Face touches Facial landmarks Hand gestures Histograms of oriented gradient Space-time interest points
Content Type Text
Resource Type Article
Subject Artificial Intelligence Human-Computer Interaction
  • About
  • Disclaimer
  • Feedback
  • Sponsor
  • Contact
  • Chat with Us
About National Digital Library of India (NDLI)
NDLI logo

National Digital Library of India (NDLI) is a virtual repository of learning resources which is not just a repository with search/browse facilities but provides a host of services for the learner community. It is sponsored and mentored by Ministry of Education, Government of India, through its National Mission on Education through Information and Communication Technology (NMEICT). Filtered and federated searching is employed to facilitate focused searching so that learners can find the right resource with least effort and in minimum time. NDLI provides user group-specific services such as Examination Preparatory for School and College students and job aspirants. Services for Researchers and general learners are also provided. NDLI is designed to hold content of any language and provides interface support for 10 most widely used Indian languages. It is built to provide support for all academic levels including researchers and life-long learners, all disciplines, all popular forms of access devices and differently-abled learners. It is designed to enable people to learn and prepare from best practices from all over the world and to facilitate researchers to perform inter-linked exploration from multiple sources. It is developed, operated and maintained from Indian Institute of Technology Kharagpur.

Learn more about this project from here.

Disclaimer

NDLI is a conglomeration of freely available or institutionally contributed or donated or publisher managed contents. Almost all these contents are hosted and accessed from respective sources. The responsibility for authenticity, relevance, completeness, accuracy, reliability and suitability of these contents rests with the respective organization and NDLI has no responsibility or liability for these. Every effort is made to keep the NDLI portal up and running smoothly unless there are some unavoidable technical issues.

Feedback

Sponsor

Ministry of Education, through its National Mission on Education through Information and Communication Technology (NMEICT), has sponsored and funded the National Digital Library of India (NDLI) project.

Contact National Digital Library of India
Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302
See location in the Map
03222 282435
Mail: support@ndl.gov.in
Sl. Authority Responsibilities Communication Details
1 Ministry of Education (GoI),
Department of Higher Education
Sanctioning Authority https://www.education.gov.in/ict-initiatives
2 Indian Institute of Technology Kharagpur Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project https://www.iitkgp.ac.in
3 National Digital Library of India Office, Indian Institute of Technology Kharagpur The administrative and infrastructural headquarters of the project Dr. B. Sutradhar  bsutra@ndl.gov.in
4 Project PI / Joint PI Principal Investigator and Joint Principal Investigators of the project Dr. B. Sutradhar  bsutra@ndl.gov.in
Prof. Saswat Chakrabarti  will be added soon
5 Website/Portal (Helpdesk) Queries regarding NDLI and its services support@ndl.gov.in
6 Contents and Copyright Issues Queries related to content curation and copyright issues content@ndl.gov.in
7 National Digital Library of India Club (NDLI Club) Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach clubsupport@ndl.gov.in
8 Digital Preservation Centre (DPC) Assistance with digitizing and archiving copyright-free printed books dpc@ndl.gov.in
9 IDR Setup or Support Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops idr@ndl.gov.in
I will try my best to help you...
Cite this Content
Loading...