Normalized Cuts and Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope
International Journal of Computer Vision
An Efficient Solution to the Five-Point Relative Pose Problem
IEEE Transactions on Pattern Analysis and Machine Intelligence
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
Photo tourism: exploring photo collections in 3D
ACM SIGGRAPH 2006 Papers
RANSAC for (Quasi-)Degenerate data (QDEGSAC)
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 1
Scalable Recognition with a Vocabulary Tree
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
Scene completion using millions of photographs
ACM SIGGRAPH 2007 papers
Determining an initial image pair for fixing the scale of a 3d reconstruction from an image sequence
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
Grouping and Summarizing Scene Images from Web Collections
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
Retrieving landmark and non-landmark images from community photo collections
Proceedings of the international conference on Multimedia
Landmark image classification using 3D point clouds
Proceedings of the international conference on Multimedia
ClustTour: city exploration by use of hybrid photo clustering
Proceedings of the international conference on Multimedia
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Avoiding confusing features in place recognition
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Bundle adjustment in the large
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Efficient structure from motion by graph optimization
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Location recognition using prioritized feature matching
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Building Rome on a cloudless day
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Feature tracking for wide-baseline image retrieval
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Efficient non-consecutive feature tracking for structure-from-motion
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
3D reconstruction using an n-layer heightmap
Proceedings of the 32nd DAGM conference on Pattern recognition
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Weakly supervised landmark labeling in searched data
ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service
Research and applications on georeferenced multimedia: a survey
Multimedia Tools and Applications
Geotagging in multimedia and computer vision--a survey
Multimedia Tools and Applications
VIRaL: Visual Image Retrieval and Localization
Multimedia Tools and Applications
Mining travel patterns from GPS-tagged photos
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Closed-form solutions to minimal absolute pose problems with known vertical direction
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Editor's Choice Article: Video-based, real-time multi-view stereo
Image and Vision Computing
SG'11 Proceedings of the 11th international conference on Smart graphics
Geometric Latent Dirichlet Allocation on a Matching Graph for Large-scale Image Datasets
International Journal of Computer Vision
Modeling and Recognition of Landmark Image Collections Using Iconic Scene Graphs
International Journal of Computer Vision
Mining flickr landmarks by modeling reconstruction sparsity
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special section on ACM multimedia 2010 best paper candidates, and issue on social media
The six point algorithm revisited
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume part II
Similarity-based image organization and browsing using multi-resolution self-organizing map
Image and Vision Computing
Towards low bit rate mobile visual search with multiple-channel coding
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Landmark recognition and retrieval: from 2D to 3D
J-HGBU '11 Proceedings of the 2011 joint ACM workshop on Human gesture and behavior understanding
Large-scale, dense city reconstruction from user-contributed photos
Computer Vision and Image Understanding
Sorting unorganized photo sets for urban reconstruction
Graphical Models
Leveraging community metadata for multimodal image ranking
Multimedia Tools and Applications
Location Discriminative Vocabulary Coding for Mobile Landmark Search
International Journal of Computer Vision
Robust focal length estimation by voting in multi-view scene reconstruction
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Mining Travel Patterns from Geotagged Photos
ACM Transactions on Intelligent Systems and Technology (TIST)
Videoscapes: exploring sparse, unstructured video collections
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
What makes Paris look like Paris?
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Community detection in Social Media
Data Mining and Knowledge Discovery
Proceedings of the 20th ACM international conference on Multimedia
DLMSearch: diversified landmark search by photo
Proceedings of the 20th ACM international conference on Multimedia
Searching for diversified landmarks by photo
Proceedings of the 20th ACM international conference on Multimedia
Visibility probability structure from sfm datasets and applications
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
A memory efficient discriminative approach for location aided recognition
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Learning to match images in large-scale collections
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
GPSView: A scenic driving route planner
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Feature set reduction for image matching in large scale environments
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Panoramic image search by similarity and adjacency for similar landscape discovery
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
Region graphs for organizing image collections
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
An evaluation of two automatic landmark building discovery algorithms for city reconstruction
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
Fast organization of large photo collections using CUDA
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
Instance-Level landmark labeling via multi-layer superpixels
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Learning from mobile contexts to minimize the mobile location search latency
Image Communication
Learning feature subspaces for appearance-based bundle adjustment
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
The knowing camera: recognizing places-of-interest in smartphone photos
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Robust and accurate mobile visual localization and its applications
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special Sections on the 20th Anniversary of ACM International Conference on Multimedia, Best Papers of ACM Multimedia 2012
Where should I stand? Learning based human position recommendation for mobile photographing
Multimedia Tools and Applications
Hi-index | 0.00 |
This paper presents an approach for modeling landmark sites such as the Statue of Liberty based on large-scale contaminated image collections gathered from the Internet. Our system combines 2D appearance and 3D geometric constraints to efficiently extract scene summaries, build 3D models, and recognize instances of the landmark in new test images. We start by clustering images using low-dimensional global "gist" descriptors. Next, we perform geometric verification to retain only the clusters whose images share a common 3D structure. Each valid cluster is then represented by a single iconic view, and geometric relationships between iconic views are captured by an iconic scene graph. In addition to serving as a compact scene summary, this graph is used to guide structure from motion to efficiently produce 3D models of the different aspects of the landmark. The set of iconic images is also used for recognition, i.e., determining whether new test images contain the landmark. Results on three data sets consisting of tens of thousands of images demonstrate the potential of the proposed approach.