Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Parametric Texture Model Based on Joint Statistics of Complex Wavelet Coefficients
International Journal of Computer Vision - Special issue on statistical and computational theories of vision: modeling, learning, sampling and computing, Part I
Content-based query of image databases: inspirations from text retrieval
Pattern Recognition Letters - Selected papers from the 11th scandinavian conference on image analysis
Unsupervised learning by probabilistic latent semantic analysis
Machine Learning
SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture LIbraries
IEEE Transactions on Pattern Analysis and Machine Intelligence
Representing and Recognizing the Visual Appearance of Materials using Three-dimensional Textons
International Journal of Computer Vision
Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope
International Journal of Computer Vision
Contextual Priming for Object Detection
International Journal of Computer Vision
Scene-Centered Description from Spatial Envelope Properties
BMCV '02 Proceedings of the Second International Workshop on Biologically Motivated Computer Vision
Indoor-Outdoor Image Classification
CAIVD '98 Proceedings of the 1998 International Workshop on Content-Based Access of Image and Video Databases (CAIVD '98)
Outex - New Framework for Empirical Evaluation of Texture Analysis Algorithms
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 1 - Volume 1
Semantic Organization of Scenes Using Discriminant Structural Templates
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Review of the State of the Art in Semantic Scene Classification
Review of the State of the Art in Semantic Scene Classification
The Journal of Machine Learning Research
Eigenregions for Image Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Semantic-Sensitive Classification for Large Image Libraries
MMM '05 Proceedings of the 11th International Multimedia Modelling Conference
A Bayesian Hierarchical Model for Learning Natural Scene Categories
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 2 - Volume 02
Discovering Objects and their Localization in Images
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 - Volume 01
Modeling Scenes with Local Descriptors and Latent Aspects
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 - Volume 01
Learning Object Categories from Google"s Image Search
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision - Volume 2
Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
Using Multiple Segmentations to Discover Objects and their Extent in Image Collections
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
Object and Scene Classification: what does a Supervised Approach Provide us?
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 01
Content-Based Hierarchical Classification of Vacation Images
ICMCS '99 Proceedings of the IEEE International Conference on Multimedia Computing and Systems - Volume 2
Statistical modeling and conceptualization of natural images
Pattern Recognition
Learning in region-based image retrieval
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Adapted vocabularies for generic visual categorization
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Image classification for content-based indexing
IEEE Transactions on Image Processing
CBSA: content-based soft annotation for multimodal image retrieval using Bayes point machines
IEEE Transactions on Circuits and Systems for Video Technology
Scene modeling in global-local view for scene classification
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Semantic image classification using statistical local spatial relations model
Multimedia Tools and Applications
3D Object Recognition Using Hyper-Graphs and Ranked Local Invariant Features
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Histopathology Image Classification Using Bag of Features and Kernel Functions
AIME '09 Proceedings of the 12th Conference on Artificial Intelligence in Medicine: Artificial Intelligence in Medicine
On multivariate binary data clustering and feature weighting
Computational Statistics & Data Analysis
FoodLog: capture, analysis and retrieval of personal food images via web
CEA '09 Proceedings of the ACM multimedia 2009 workshop on Multimedia for cooking and eating activities
Scene Categorization by Introducing Contextual Information to the Visual Words
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
Scene categorization via contextual visual words
Pattern Recognition
Vlogging: A survey of videoblogging technology on the web
ACM Computing Surveys (CSUR)
On-line evolving image classifiers and their application to surface inspection
Image and Vision Computing
Semantic modeling of natural scenes based on contextual Bayesian networks
Pattern Recognition
Fusing semantic aspects for image annotation and retrieval
Journal of Visual Communication and Image Representation
Exploiting Textons distributions on spatial hierarchy for scene classification
Journal on Image and Video Processing - Special issue on selected papers from multimedia modeling conference 2009
Integrated image representation based natural scene classification
Expert Systems with Applications: An International Journal
Semantics extraction from images
Knowledge-driven multimedia information extraction and ontology evolution
Real-time detection of landscape scenes
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
A query expansion framework in image retrieval domain based on local and global analysis
Information Processing and Management: an International Journal
Content-based histopathology image retrieval using a kernel-based semantic annotation framework
Journal of Biomedical Informatics
Semantic hierarchies for image annotation: A survey
Pattern Recognition
Automatic context analysis for image classification and retrieval
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
Multimodal information spaces for content-based image retrieval
FDIA'09 Proceedings of the Third BCS-IRSG conference on Future Directions in Information Access
Nearest-Neighbor based Metric Functions for indoor scene recognition
Computer Vision and Image Understanding
Scene classification using a multi-resolution bag-of-features model
Pattern Recognition
Bag of spatio-visual words for context inference in scene classification
Pattern Recognition
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Self organizing natural scene image retrieval
Expert Systems with Applications: An International Journal
Image classification with saliency region and multi-task learning
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Indoor scene recognition by a mobile robot through adaptive object detection
Robotics and Autonomous Systems
Robust image retrieval with hidden classes
Computer Vision and Image Understanding
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Thousands of images are generated every day, which implies the necessity to classify, organise and access them using an easy, faster and efficient way. Scene classification, the classification of images into semantic categories (e.g. coast, mountains and streets), is a challenging and important problem nowadays. Many different approaches concerning scene classification have been proposed in the last few years. This article presents a detailed review of some of the most commonly used scene classification approaches. Furthermore, the surveyed techniques have been tested and their accuracy evaluated. Comparative results are shown and discussed giving the advantages and disadvantages of each methodology.