An optimal algorithm for approximate nearest neighbor searching fixed dimensions
Journal of the ACM (JACM)
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
Scene Modelling, Recognition and Tracking with Invariant Image Features
ISMAR '04 Proceedings of the 3rd IEEE/ACM International Symposium on Mixed and Augmented Reality
A Performance Evaluation of Local Descriptors
IEEE Transactions on Pattern Analysis and Machine Intelligence
Content-based image retrieval: approaches and trends of the new age
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
A Mobile Vision System for Urban Detection with Informative Local Descriptors
ICVS '06 Proceedings of the Fourth IEEE International Conference on Computer Vision Systems
Adaptive training of video sets for image recognition on mobile phones
Personal and Ubiquitous Computing
Feature Tracking for Mobile Augmented Reality Using Video Coder Motion Vectors
ISMAR '07 Proceedings of the 2007 6th IEEE and ACM International Symposium on Mixed and Augmented Reality
Efficient Extraction of Robust Image Features on Mobile Devices
ISMAR '07 Proceedings of the 2007 6th IEEE and ACM International Symposium on Mixed and Augmented Reality
Searching the web with mobile images for location recognition
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
PCA-SIFT: a more distinctive representation for local image descriptors
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
SURF: speeded up robust features
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
Subobject detection through spatial relationships on mobile phones
Proceedings of the 14th international conference on Intelligent user interfaces
Landmark-based pedestrian navigation from collections of geotagged photos
Proceedings of the 7th International Conference on Mobile and Ubiquitous Multimedia
Landmark-Based Pedestrian Navigation with Enhanced Spatial Reasoning
Pervasive '09 Proceedings of the 7th International Conference on Pervasive Computing
Low-rate image retrieval with tree histogram coding
Proceedings of the 5th International ICST Mobile Multimedia Communications Conference
Location coding for mobile image retrieval
Proceedings of the 5th International ICST Mobile Multimedia Communications Conference
Flyphone: Visual Self-Localisation Using a Mobile Phone as Onboard Image Processor on a Quadrocopter
Journal of Intelligent and Robotic Systems
Revisiting the PnP Problem with a GPS
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
Wikireality: augmenting reality with community driven websites
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Mobile image recognition: architectures and tradeoffs
Proceedings of the Eleventh Workshop on Mobile Computing Systems & Applications
Color correction for mobile panorama imaging
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Accelerating mobile augmented reality on a handheld platform
ICCD'09 Proceedings of the 2009 IEEE international conference on Computer design
ACM Transactions on Graphics (TOG)
Sequential image stitching for mobile panoramas
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
Color and luminance compensation for mobile panorama construction
Proceedings of the international conference on Multimedia
Social network service based mobile AR
Proceedings of the 9th ACM SIGGRAPH Conference on Virtual-Reality Continuum and its Applications in Industry
Securing interactive sessions using mobile device through visual channel and visual inspection
Proceedings of the 26th Annual Computer Security Applications Conference
The stanford mobile visual search data set
MMSys '11 Proceedings of the second annual ACM conference on Multimedia systems
Cost-effectively offering private buffers in SoCs and CMPs
Proceedings of the international conference on Supercomputing
Keygraphs for sign detection in indoor environments by mobile phones
GbRPR'11 Proceedings of the 8th international conference on Graph-based representations in pattern recognition
Mobile visual search from dynamic image databases
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
Efficient relative camera orientation detection for mobile applications
Proceedings of the 1st international workshop on Mobile location-based service
Fast hough transform on GPUs: exploration of algorithm trade-offs
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
JIGSAW: interactive mobile visual search with multimodal queries
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Enhancing art history education through mobile augmented reality
Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry
Compressed Histogram of Gradients: A Low-Bitrate Descriptor
International Journal of Computer Vision
Using mobile phone cameras to interact with ontological data
EUROCAST'11 Proceedings of the 13th international conference on Computer Aided Systems Theory - Volume Part II
Efficient storage and decoding of SURF feature points
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
ClayVision: the (elastic) image of the city
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Satellites in our pockets: an object positioning system using smartphones
Proceedings of the 10th international conference on Mobile systems, applications, and services
Efficient matchings and mobile augmented reality
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special section of best papers of ACM multimedia 2011, and special section on 3D mobile multimedia
A computational model for the integration of linked data in mobile augmented reality applications
Proceedings of the 8th International Conference on Semantic Systems
Who is here: location aware face recognition
Proceedings of the Third International Workshop on Sensing Applications on Mobile Phones
Worldwide pose estimation using 3d point clouds
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Heritage app: annotating images on mobile phones
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Accurate off-line query expansion for large-scale mobile visual search
Signal Processing
A survey on smartphone-based systems for opportunistic user context recognition
ACM Computing Surveys (CSUR)
Full 6DOF pose estimation from geo-located images
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Camera pose estimation of a smartphone at a field without interest points
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
SmartVisionApp: A framework for computer vision applications on mobile devices
Expert Systems with Applications: An International Journal
Robust real-time detection of multi-color markers on a cell phone
Journal of Real-Time Image Processing
Scale based region growing for scene text detection
Proceedings of the 21st ACM international conference on Multimedia
Proceedings of the 6th International Conference on Designing Pleasurable Products and Interfaces
A comparative study on mobile visual recognition
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Augmented reality annotations to assist persons with Alzheimers and their caregivers
Personal and Ubiquitous Computing
Hi-index | 0.00 |
We have built an outdoors augmented reality system for mobile phones that matches camera-phone images against a large database of location-tagged images using a robust image retrieval algorithm. We avoid network latency by implementing the algorithm on the phone and deliver excellent performance by adapting a state-of-the-art image retrieval algorithm based on robust local descriptors. Matching is performed against a database of highly relevant features, which is continuously updated to reflect changes in the environment. We achieve fast updates and scalability by pruning of irrelevant features based on proximity to the user. By compressing and incrementally updating the features stored on the phone we make the system amenable to low-bandwidth wireless connections. We demonstrate system robustness on a dataset of location-tagged images and show a smart-phone implementation that achieves a high image matching rate while operating in near real-time.