Labeling images with a computer game
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Introduction to the talking points project
Proceedings of the 8th international ACM SIGACCESS conference on Computers and accessibility
Crowdsourcing user studies with Mechanical Turk
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Speeded-Up Robust Features (SURF)
Computer Vision and Image Understanding
Proceedings of the 10th international ACM SIGACCESS conference on Computers and accessibility
Social accessibility: achieving accessibility through collaborative metadata authoring
Proceedings of the 10th international ACM SIGACCESS conference on Computers and accessibility
A camera phone based currency reader for the visually impaired
Proceedings of the 10th international ACM SIGACCESS conference on Computers and accessibility
Photo-based question answering
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Data quality from crowdsourcing: a study of annotation selection criteria
HLT '09 Proceedings of the NAACL HLT 2009 Workshop on Active Learning for Natural Language Processing
Proceedings of the 11th international ACM SIGACCESS conference on Computers and accessibility
Low cost blur image detection and estimation for mobile devices
ICACT'09 Proceedings of the 11th international conference on Advanced Communication Technology - Volume 3
What do people ask their social networks, and why?: a survey study of status message q&a behavior
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
The anatomy of a large-scale social search engine
Proceedings of the 19th international conference on World wide web
TurKit: human computation algorithms on mechanical turk
UIST '10 Proceedings of the 23nd annual ACM symposium on User interface software and technology
Scribe4Me: evaluating a mobile sound transcription tool for the deaf
UbiComp'06 Proceedings of the 8th international conference on Ubiquitous Computing
Soylent: a word processor with a crowd inside
UIST '10 Proceedings of the 23nd annual ACM symposium on User interface software and technology
EasySnap: real-time audio feedback for blind photography
UIST '10 Adjunct proceedings of the 23nd annual ACM symposium on User interface software and technology
XRDS: Crossroads, The ACM Magazine for Students - Comp-YOU-Ter
EdgeSonic: image feature sonification for the visually impaired
Proceedings of the 2nd Augmented Human International Conference
Human computation: a survey and taxonomy of a growing field
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Turkomatic: automatic recursive task and workflow design for mechanical turk
CHI '11 Extended Abstracts on Human Factors in Computing Systems
Execution control for crowdsourcing
Proceedings of the 24th annual ACM symposium adjunct on User interface software and technology
Real-time crowd control of existing interfaces
Proceedings of the 24th annual ACM symposium on User interface software and technology
Crowds in two seconds: enabling realtime crowd-powered interfaces
Proceedings of the 24th annual ACM symposium on User interface software and technology
Proceedings of the VLDB Endowment
The design of human-powered access technology
The proceedings of the 13th international ACM SIGACCESS conference on Computers and accessibility
The proceedings of the 13th international ACM SIGACCESS conference on Computers and accessibility
Analyzing visual questions from visually impaired users
The proceedings of the 13th international ACM SIGACCESS conference on Computers and accessibility
(Computer) vision without sight
Communications of the ACM
Collaboratively crowdsourcing workflows with turkomatic
Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work
Shepherding the crowd yields better work
Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work
CommunitySourcing: engaging local crowds to perform expert work via physical kiosks
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Socialproof: using crowdsourcing for correcting errors to improve speech based dictation experiences
CHI '12 Extended Abstracts on Human Factors in Computing Systems
Using real-time feedback to improve visual question answering
CHI '12 Extended Abstracts on Human Factors in Computing Systems
Micro perceptual human computation for visual tasks
ACM Transactions on Graphics (TOG)
Do-It-Yourself object identification using augmented reality for visually impaired people
ICCHP'12 Proceedings of the 13th international conference on Computers Helping People with Special Needs - Volume Part II
Real-time captioning by groups of non-experts
Proceedings of the 25th annual ACM symposium on User interface software and technology
Adjunct proceedings of the 25th annual ACM symposium on User interface software and technology
A readability evaluation of real-time crowd captions in the classroom
Proceedings of the 14th international ACM SIGACCESS conference on Computers and accessibility
Helping visually impaired users properly aim a camera
Proceedings of the 14th international ACM SIGACCESS conference on Computers and accessibility
Crowdsourcing subjective fashion advice using VizWiz: challenges and opportunities
Proceedings of the 14th international ACM SIGACCESS conference on Computers and accessibility
Online quality control for real-time crowd captioning
Proceedings of the 14th international ACM SIGACCESS conference on Computers and accessibility
Real-time crowd labeling for deployable activity recognition
Proceedings of the 2013 conference on Computer supported cooperative work
Investigating the appropriateness of social network question asking as a resource for blind users
Proceedings of the 2013 conference on Computer supported cooperative work
Proceedings of the 2013 conference on Computer supported cooperative work
Social media question asking workshop
Proceedings of the 2013 conference on Computer supported cooperative work companion
Wally: crowd powered image matching on tablets
Proceedings of the First International Workshop on Crowdsourcing and Data Mining
Leveraging the crowd to improve feature-sentiment analysis of user reviews
Proceedings of the 2013 international conference on Intelligent user interfaces
Crowdsourcing platform for workplace accessibility
Proceedings of the 10th International Cross-Disciplinary Conference on Web Accessibility
Cascade: crowdsourcing taxonomy creation
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Warping time for more effective real-time crowdsourcing
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Adaptive time windows for real-time crowd captioning
CHI '13 Extended Abstracts on Human Factors in Computing Systems
SIG: NVI (non-visual interaction)
CHI '13 Extended Abstracts on Human Factors in Computing Systems
Access lens: a gesture-based screen reader for real-world documents
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Analyzing crowd workers in mobile pay-for-answer q&a
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Combining crowdsourcing and google street view to identify street-level accessibility problems
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Real-time conversational crowd assistants
CHI '13 Extended Abstracts on Human Factors in Computing Systems
Multiverse: crowd algorithms on existing interfaces
CHI '13 Extended Abstracts on Human Factors in Computing Systems
Third mobile accessibility workshop
CHI '13 Extended Abstracts on Human Factors in Computing Systems
Finding action dependencies using the crowd
Proceedings of the seventh international conference on Knowledge capture
Listen to it yourself!: evaluating usability of what's around me? for the blind
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Visual challenges in the everyday lives of blind people
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Accessible photo album: enhancing the photo sharing experience for people with visual impairment
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Statistical quality estimation for general crowdsourcing tasks
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
GIST: a gestural interface for remote nonvisual spatial perception
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Chorus: a crowd-powered conversational assistant
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A qualitative study to support a blind photography mobile application
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Interviewing blind photographers: design insights for a smartphone application
Proceedings of the 15th International ACM SIGACCESS Conference on Computers and Accessibility
Designing an accessible clothing tag system for people with vision impairments
Proceedings of the 15th International ACM SIGACCESS Conference on Computers and Accessibility
Real time object scanning using a mobile phone and cloud-based visual search engine
Proceedings of the 15th International ACM SIGACCESS Conference on Computers and Accessibility
Uncovering information needs for independent spatial learning for users who are visually impaired
Proceedings of the 15th International ACM SIGACCESS Conference on Computers and Accessibility
Proceedings of the 15th International ACM SIGACCESS Conference on Computers and Accessibility
Answering visual questions with conversational crowd assistants
Proceedings of the 15th International ACM SIGACCESS Conference on Computers and Accessibility
Slow Search: Information Retrieval without Time Constraints
Proceedings of the Symposium on Human-Computer Interaction and Information Retrieval
Remote shopping advice: enhancing in-store shopping with social technologies
Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing
Information extraction and manipulation threats in crowd-powered systems
Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing
Accessibility Evaluation of Classroom Captions
ACM Transactions on Accessible Computing (TACCESS)
Towards ubiquitous awareness tools for blind people
BCS-HCI '13 Proceedings of the 27th International BCS Human Computer Interaction Conference
Sighted eye for the blind guy: providing personalized responses to visual questions
ACM SIGACCESS Accessibility and Computing
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The lack of access to visual information like text labels, icons, and colors can cause frustration and decrease independence for blind people. Current access technology uses automatic approaches to address some problems in this space, but the technology is error-prone, limited in scope, and quite expensive. In this paper, we introduce VizWiz, a talking application for mobile phones that offers a new alternative to answering visual questions in nearly real-time - asking multiple people on the web. To support answering questions quickly, we introduce a general approach for intelligently recruiting human workers in advance called quikTurkit so that workers are available when new questions arrive. A field deployment with 11 blind participants illustrates that blind people can effectively use VizWiz to cheaply answer questions in their everyday lives, highlighting issues that automatic approaches will need to address to be useful. Finally, we illustrate the potential of using VizWiz as part of the participatory design of advanced tools by using it to build and evaluate VizWiz::LocateIt, an interactive mobile tool that helps blind people solve general visual search problems.