Pedestrian navigation aids: information requirements and design implications
Personal and Ubiquitous Computing
Unsupervised 3D Object Recognition and Reconstruction in Unordered Datasets
3DIM '05 Proceedings of the Fifth International Conference on 3-D Digital Imaging and Modeling
Pedestrian Navigation System for Mobile Phones Using Panoramic Landscape Images
SAINT '06 Proceedings of the International Symposium on Applications on Internet
Photo tourism: exploring photo collections in 3D
ACM SIGGRAPH 2006 Papers
A natural wayfinding exploiting photos in pedestrian navigation systems
Proceedings of the 8th conference on Human-computer interaction with mobile devices and services
Indoor wayfinding:: developing a functional interface for individuals with cognitive impairments
Proceedings of the 8th international ACM SIGACCESS conference on Computers and accessibility
Outdoors augmented reality on mobile phone using loxel-based visual feature organization
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Developing Landmark-Based Pedestrian-Navigation Systems
IEEE Transactions on Intelligent Transportation Systems
Landmark-Based Pedestrian Navigation with Enhanced Spatial Reasoning
Pervasive '09 Proceedings of the 7th International Conference on Pervasive Computing
Campus Guidance System for International Conferences Based on OpenStreetMap
W2GIS '09 Proceedings of the 9th International Symposium on Web and Wireless Geographical Information Systems
Research and applications on georeferenced multimedia: a survey
Multimedia Tools and Applications
Transparency in mobile navigation
CHI '11 Extended Abstracts on Human Factors in Computing Systems
Mirrormap: augmenting 2d mobile maps with virtual mirrors
Proceedings of the 13th International Conference on Human Computer Interaction with Mobile Devices and Services
(Computer) vision without sight
Communications of the ACM
"Act natural": instructions, compliance and accountability in ambulatory experiences
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
User experience of photorealistic urban pedestrian navigation
Proceedings of the International Working Conference on Advanced Visual Interfaces
Development of intuitive tactile navigational patterns
EuroHaptics'12 Proceedings of the 2012 international conference on Haptics: perception, devices, mobility, and communication - Volume Part I
A web-based evaluation framework for spatial instruction-giving systems
ACL '12 Proceedings of the ACL 2012 System Demonstrations
Technical Section: Exploring the use of handheld AR for outdoor navigation
Computers and Graphics
A mobile indoor navigation system interface adapted to vision-based localization
Proceedings of the 11th International Conference on Mobile and Ubiquitous Multimedia
Proceedings of the First ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems
City scene: field trial of a mobile street-imagery-based navigation service
Proceedings of the 15th international conference on Human-computer interaction with mobile devices and services
Moving beyond the map: automated landmark based pedestrian guidance using street level panoramas
Proceedings of the 15th international conference on Human-computer interaction with mobile devices and services
FOCUS: clustering crowdsourced videos by line-of-sight
Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems
Proceedings of The First ACM SIGSPATIAL International Workshop on Computational Models of Place
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Mobile phones are an attractive platform for landmark-based pedestrian navigation systems. To be practical, such a system must be able to automatically generate lightweight directions that can be displayed on these mobile devices. We present a system that leverages an online collection of geotagged photographs to automatically generate navigational instructions. These are presented to the user as a sequence of images of landmarks augmented with directional instructions. Both the landmark selection and image augmentation are done automatically. We present a user study that indicates these generated directions are beneficial to users and suggest areas for future improvement.