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. Proceedings of the 1st international workshop on pervasive eye tracking & mobile eye-based interaction (PETMEI '11)
  2. Discrimination of gaze directions using low-level eye image features
Loading...

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

Semantic analysis of mobile eyetracking data
Implementing gaze control for peripheral devices
The research framework of eye-tracking based mobile device usability evaluation
Eye tracking over small and large shopping displays
Discrimination of gaze directions using low-level eye image features
Human factor affects eye movement pattern during riding motorcycle on the mountain
Towards a more effective method for analyzing mobile eye-tracking data: integrating gaze data with object recognition algorithms
Analysing EOG signal features for the discrimination of eye movements with wearable devices
Combining gaze with manual interaction to extend physical reach
Speed-accuracy trade-off in dwell-based eye pointing tasks at different cognitive levels
Saliency-based image editing for guiding visual attention

Similar Documents

...
Towards pervasive eye tracking using low-level image features

Article

...
Discrimination of gaze directions using low-level eye image features (2011)

Article

...
An eye-tracking based approach to gaze prediction using low-level features

Article

...
Learning-by-Synthesis for Appearance-based 3D Gaze Estimation

Article

...
An Appearance based Method for Eye Gaze Tracking

Article

...
Nonintrusive Eye Gaze Tracking using a single eye image

Article

...
Gaze Estimation from Low Resolution Images

Article

...
Novel eye-based features for head pose-free gaze estimation with web camera: New model and low-cost device

Article

...
The accuracy of eye tracking using image processing

Article

Discrimination of gaze directions using low-level eye image features

Content Provider ACM Digital Library
Author Gellersen, Hans Bulling, Andreas Zhang, Yanxia
Abstract In mobile daily life settings, video-based gaze tracking faces challenges associated with changes in lighting conditions and artefacts in the video images caused by head and body movements. These challenges call for the development of new methods that are robust to such influences. In this paper we investigate the problem of gaze estimation, more specifically how to discriminate different gaze directions from eye images. In a 17 participant user study we record eye images for 13 different gaze directions from a standard webcam. We extract a total of 50 features from these images that encode information on color, intensity and orientations. Using mRMR feature selection and a k-nearest neighbor (kNN) classifier we show that we can estimate these gaze directions with a mean recognition performance of 86%.
Starting Page 9
Ending Page 14
Page Count 6
File Format PDF
ISBN 9781450309301
DOI 10.1145/2029956.2029961
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2011-09-18
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Appearance-based Low-level image features Machine learning Gaze estimation Wearable eye tracking
Content Type Text
Resource Type Article
  • 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...