Sparse, opaque three-dimensional texture. 2a: visibility
Graphical Models and Image Processing
Point Signatures: A New Representation for 3D Object Recognition
International Journal of Computer Vision
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Earth Mover's Distance as a Metric for Image Retrieval
International Journal of Computer Vision
Texture features for content-based retrieval
Principles of visual information retrieval
Topology matching for fully automatic similarity estimation of 3D shapes
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Using shape distributions to compare solid models
Proceedings of the seventh ACM symposium on Solid modeling and applications
ACM Transactions on Graphics (TOG)
ACM Transactions on Graphics (TOG)
3D Shape Histograms for Similarity Search and Classification in Spatial Databases
SSD '99 Proceedings of the 6th International Symposium on Advances in Spatial Databases
3D Model Retrieval with Spherical Harmonics and Moments
Proceedings of the 23rd DAGM-Symposium on Pattern Recognition
Spin Images and Neural Networks for Efficient Content-Based Retrieval in 3D Object Databases
CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
Content based retrieval of VRML objects: an iterative and interactive approach
Proceedings of the sixth Eurographics workshop on Multimedia 2001
3D Human Face Recognition Using Point Signature
FG '00 Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition 2000
Shape-Similarity Search of Three-Dimensional Models Using Parameterized Statistics
PG '02 Proceedings of the 10th Pacific Conference on Computer Graphics and Applications
Skeleton Based Shape Matching and Retrieval
SMI '03 Proceedings of the Shape Modeling International 2003
Content-based Retrieval of 3D Models in Distributed Web Databases by Visual Shape Information
IV '00 Proceedings of the International Conference on Information Visualisation
Machining Feature-Based Comparisons of Mechanical Parts
SMI '01 Proceedings of the International Conference on Shape Modeling & Applications
Discriminative model fusion for semantic concept detection and annotation in video
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
A Survey of Content Based 3D Shape Retrieval Methods
SMI '04 Proceedings of the Shape Modeling International 2004
SMI '04 Proceedings of the Shape Modeling International 2004
Discriminative models for information retrieval
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Tracking Multiple Humans in Complex Situations
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Unified Framework for Subspace Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Bayesian Framework for 3D Models Retrieval Based on Characteristic Views
3DPVT '04 Proceedings of the 3D Data Processing, Visualization, and Transmission, 2nd International Symposium
Relevance feedback: perceptual learning and retrieval in bio-computing, photos, and video
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
3D Retrieval System based on Cognitive Level
CW '04 Proceedings of the 2004 International Conference on Cyberworlds
A multi-modal system for the retrieval of semantic video events
Computer Vision and Image Understanding - Special issue on event detection in video
Acquiring Linear Subspaces for Face Recognition under Variable Lighting
IEEE Transactions on Pattern Analysis and Machine Intelligence
Early versus late fusion in semantic video analysis
Proceedings of the 13th annual ACM international conference on Multimedia
IEEE Transactions on Pattern Analysis and Machine Intelligence
Feature-based similarity search in 3D object databases
ACM Computing Surveys (CSUR)
Partial and approximate symmetry detection for 3D geometry
ACM SIGGRAPH 2006 Papers
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 1
Multiple Nose Region Matching for 3D Face Recognition under Varying Facial Expression
IEEE Transactions on Pattern Analysis and Machine Intelligence
Three-Dimensional Face Recognition Using Shapes of Facial Curves
IEEE Transactions on Pattern Analysis and Machine Intelligence
Handling temporal heterogeneous data for content-based management of large video collections
Multimedia Tools and Applications
Building a 3D Virtual Museum of Native American Baskets
3DPVT '06 Proceedings of the Third International Symposium on 3D Data Processing, Visualization, and Transmission (3DPVT'06)
Evaluating bag-of-visual-words representations in scene classification
Proceedings of the international workshop on Workshop on multimedia information retrieval
Probability-based fusion of information retrieval result sets
Artificial Intelligence Review
AXMEDIS '07 Proceedings of the Third International Conference on Automated Production of Cross Media Content for Multi-Channel Distribution
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
Toward a natural interface to virtual medical imaging environments
AVI '08 Proceedings of the working conference on Advanced visual interfaces
Quantitative methods for three-dimensional comparison and petrographic description of chondrites
Computers & Geosciences
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
MediGRID: Towards a user friendly secured grid infrastructure
Future Generation Computer Systems
Supervised Machine Learning: A Review of Classification Techniques
Proceedings of the 2007 conference on Emerging Artificial Intelligence Applications in Computer Engineering: Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies
Foundations and Trends in Information Retrieval
3D computation of gray level co-occurrence in hyperspectral image cubes
EMMCVPR'07 Proceedings of the 6th international conference on Energy minimization methods in computer vision and pattern recognition
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
A shape-based searching system for industrial components
Proceedings of the 15th International Conference on Web 3D Technology
Artificial Intelligence in Medicine
Solid-Texture Synthesis: A Survey
IEEE Computer Graphics and Applications
ImageCLEF: Experimental Evaluation in Visual Information Retrieval
ImageCLEF: Experimental Evaluation in Visual Information Retrieval
Video exploration: from multimedia content analysis to interactive visualization
Proceedings of the international conference on Multimedia
Overview of VideoCLEF 2009: new perspectives on speech-based multimedia content enrichment
CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
Information Fusion for Combining Visual and Textual Image Retrieval
ICPR '10 Proceedings of the 2010 20th International Conference on Pattern Recognition
The scholarly impact of TRECVid (2003–2009)
Journal of the American Society for Information Science and Technology
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Lung texture classification using locally-oriented Riesz components
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
A comparison of score, rank and probability-based fusion methods for video shot retrieval
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Using multiscale visual words for lung texture classification and retrieval
MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
IEEE Transactions on Multimedia
Content-Based Retrieval of 3-D Objects Using Spin Image Signatures
IEEE Transactions on Multimedia
IEEE Transactions on Information Technology in Biomedicine
Medical Image Categorization and Retrieval for PACS Using the GMM-KL Framework
IEEE Transactions on Information Technology in Biomedicine
Vessel Tree Segmentation in Presence of Interstitial Lung Disease in MDCT
IEEE Transactions on Information Technology in Biomedicine
The MPEG-7 visual standard for content description-an overview
IEEE Transactions on Circuits and Systems for Video Technology
IEEE Transactions on Circuits and Systems for Video Technology
Image retrieval and annotation using maximum entropy
CLEF'06 Proceedings of the 7th international conference on Cross-Language Evaluation Forum: evaluation of multilingual and multi-modal information retrieval
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Information retrieval algorithms have changed the way we manage and use various data sources, such as images, music or multimedia collections. First, free text information of documents from varying sources became accessible in addition to structured data in databases, initially for exact search and then for more probabilistic models. Novel approaches enable content-based visual search of images using computerized image analysis making visual image content searchable without requiring high quality manual annotations. Other multimedia data followed such as video and music retrieval, sometimes based on techniques such as extracting objects and classifying genre. 3D (surface) objects and solid textures have also been produced in quickly increasing quantities, for example in medical tomographic imaging. For these two types of 3D information sources, systems have become available to characterize the objects or textures and search for similar visual content in large databases. With 3D moving sequences (i.e., 4D), in particular medical imaging, even higher-dimensional data have become available for analysis and retrieval and currently present many multimedia retrieval challenges.This article systematically reviews current techniques in various fields of 3D and 4D visual information retrieval and analyses the currently dominating application areas. The employed techniques are analysed and regrouped to highlight similarities and complementarities among them in order to guide the choice of optimal approaches for new 3D and 4D retrieval problems. Opportunities for future applications conclude the article. 3D or higher-dimensional visual information retrieval is expected to grow quickly in the coming years and in this respect this article can serve as a basis for designing new applications.