Image retrieval using flexible image subblocks
SAC '00 Proceedings of the 2000 ACM symposium on Applied computing - Volume 2
Semantic based image retrieval: a probabilistic approach
MULTIMEDIA '00 Proceedings of the eighth ACM international conference on Multimedia
Learning image similarities and categories from content analysis and relevance feedback
MULTIMEDIA '00 Proceedings of the 2000 ACM workshops on Multimedia
SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture LIbraries
IEEE Transactions on Pattern Analysis and Machine Intelligence
Case study: Cairo---a distributed image retrieval system for cluster architectures
Distributed multimedia databases
Retrieval of still images by content
Lectures on information retrieval
Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope
International Journal of Computer Vision
Depth Estimation from Image Structure
IEEE Transactions on Pattern Analysis and Machine Intelligence
Contextual Priming for Object Detection
International Journal of Computer Vision
Recognizing Indoor Images with Unsupervised Segmentation and Graph Matching
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Retrieval of Still Images by Content
ESSIR '00 Proceedings of the Third European Summer-School on Lectures on Information Retrieval-Revised Lectures
Text-Based Approaches for the Categorization of Images
ECDL '99 Proceedings of the Third European Conference on Research and Advanced Technology for Digital Libraries
A Framework for Object-Based Image Retrieval at the Semantic Level
VISUAL '99 Proceedings of the Third International Conference on Visual Information and Information Systems
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Content-Based Classification of Digital Photos
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
Scene-Centered Description from Spatial Envelope Properties
BMCV '02 Proceedings of the Second International Workshop on Biologically Motivated Computer Vision
International Journal of Computer Vision - Special Issue on Content-Based Image Retrieval
Representation of images for classification with independent features
Pattern Recognition Letters
Foundation of the DISIMA Image Query Languages
Multimedia Tools and Applications
Image Categorization by Learning and Reasoning with Regions
The Journal of Machine Learning Research
Multi-level annotation of natural scenes using dominant image components and semantic concepts
Proceedings of the 12th annual ACM international conference on Multimedia
Multimodal Video Indexing: A Review of the State-of-the-art
Multimedia Tools and Applications
Using dual cascading learning frameworks for image indexing
VIP '05 Proceedings of the Pan-Sydney area workshop on Visual information processing
Semantic image classification with hierarchical feature subset selection
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Image Analysis for Efficient Categorization of Image-based Spam E-mail
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Distinguishing paintings from photographs
Computer Vision and Image Understanding
Categorization of natural scenes: local vs. global information
APGV '06 Proceedings of the 3rd symposium on Applied perception in graphics and visualization
An effective method to detect and categorize digitized traditional Chinese paintings
Pattern Recognition Letters
Visual ontology construction for digitized art image retrieval
Journal of Computer Science and Technology
CLAIRE: A modular support vector image indexing and classification system
ACM Transactions on Information Systems (TOIS)
Detecting differences between photographs and computer generated images
SPPRA'06 Proceedings of the 24th IASTED international conference on Signal processing, pattern recognition, and applications
Semantics-sensitive image retrieval: an information fusion approach
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
A psychophysically plausible model for typicality ranking of natural scenes
ACM Transactions on Applied Perception (TAP)
Semantic Modeling of Natural Scenes for Content-Based Image Retrieval
International Journal of Computer Vision
Incorporating multiple SVMs for automatic image annotation
Pattern Recognition
Review: Which is the best way to organize/classify images by content?
Image and Vision Computing
Supervised Learning of Semantic Classes for Image Annotation and Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Integrated patch model: A generative model for image categorization based on feature selection
Pattern Recognition Letters
Categorization of natural scenes: Local versus global information and the role of color
ACM Transactions on Applied Perception (TAP)
SemanticVox: a multilingual video search engine
Proceedings of the 6th ACM international conference on Image and video retrieval
Image annotation: which approach for realistic databases?
Proceedings of the 6th ACM international conference on Image and video retrieval
Multi-level local descriptor quantization for bag-of-visterms image representation
Proceedings of the 6th ACM international conference on Image and video retrieval
Representing shape with a spatial pyramid kernel
Proceedings of the 6th ACM international conference on Image and video retrieval
Discovering recurrent image semantics from class discrimination
EURASIP Journal on Applied Signal Processing
Visual language modeling for image classification
Proceedings of the international workshop on Workshop on multimedia information retrieval
Automatic image annotation via local multi-label classification
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Continuous visual vocabulary modelsfor pLSA-based scene recognition
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
A survey of methods for image annotation
Journal of Visual Languages and Computing
Classification-Based Color Constancy
VISUAL '08 Proceedings of the 10th international conference on Visual Information Systems: Web-Based Visual Information Search and Management
Categorizing Perceptions of Indoor Rooms Using 3D Features
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Concept learning by fuzzy k-NN classification and relevance feedback for efficient image retrieval
Expert Systems with Applications: An International Journal
Sparse Multiscale Patches (SMP) for Image Categorization
MMM '09 Proceedings of the 15th International Multimedia Modeling Conference on Advances in Multimedia Modeling
A New Multiple Kernel Approach for Visual Concept Learning
MMM '09 Proceedings of the 15th International Multimedia Modeling Conference on Advances in Multimedia Modeling
MAMECTIS'08 Proceedings of the 10th WSEAS international conference on Mathematical methods, computational techniques and intelligent systems
Foundations and Trends in Information Retrieval
A unified image retrieval framework on local visual and semantic concept-based feature spaces
Journal of Visual Communication and Image Representation
Scene classification using pLSA with visterm spatial location
IMCE '09 Proceedings of the 1st international workshop on Interactive multimedia for consumer electronics
Label to region by bi-layer sparsity priors
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Distinguishing paintings from photographs
Computer Vision and Image Understanding
Image categorization via robust pLSA
Pattern Recognition Letters
Unsupervised Clustering of Clickthrough Data for Automatic Annotation of Multimedia Content
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Natural Scene Retrieval Based on Graph Semantic Similarity for Adaptive Scene Classification
ICCCI '09 Proceedings of the 1st International Conference on Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent Systems
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Applying pLSA to region-based image categorization with soft vector quantization
Proceedings of the First International Conference on Internet Multimedia Computing and Service
A Bayesian network-based framework for semantic image understanding
Pattern Recognition
Beyond pixels: Exploiting camera metadata for photo classification
Pattern Recognition
Combining intra-image and inter-class semantics for consumer image retrieval
Pattern Recognition
Indoor vs. outdoor scene classification in digital photographs
Pattern Recognition
An efficient method for filtering image-based spam e-mail
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Automatic image annotation for semantic image retrieval
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
Scene classification based on multi-resolution orientation histogram of Gabor features
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
DisIClass: discriminative frequent pattern-based image classification
Proceedings of the Tenth International Workshop on Multimedia Data Mining
EVEREVIS: event recognizer in video scenes
Proceedings of the International Conference on Advanced Visual Interfaces
Adaptive color feature extraction based on image color distributions
IEEE Transactions on Image Processing
Per-sample multiple kernel approach for visual concept learning
Journal on Image and Video Processing - Special issue on selected papers from multimedia modeling conference 2009
A Novel Method for Efficient Indoor---Outdoor Image Classification
Journal of Signal Processing Systems
Region of interest based image categorization
DaWaK'10 Proceedings of the 12th international conference on Data warehousing and knowledge discovery
A simple content-based strategy for estimating the geographical location of a webcam
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
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
Bayesian fusion of camera metadata cues in semantic scene classification
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Psychophysical evaluation for a qualitative semantic image categorisation and retrieval approach
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part III
Prosemantic features for content-based image retrieval
AMR'09 Proceedings of the 7th international conference on Adaptive multimedia retrieval: understanding media and adapting to the user
Generating representative views of landmarks via scenic theme detection
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Digital Image Forgery Detection Based on Lens and Sensor Aberration
International Journal of Computer Vision
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
Region Contextual Visual Words for scene categorization
Expert Systems with Applications: An International Journal
An efficient image classifier using discrete cosine transform
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
Fusing MPEG-7 visual descriptors for image classification
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
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
Content-based histopathology image retrieval using a kernel-based semantic annotation framework
Journal of Biomedical Informatics
A review on automatic image annotation techniques
Pattern Recognition
Automated annotation of landmark images using community contributed datasets and web resources
SAMT'10 Proceedings of the 5th international conference on Semantic and digital media technologies
Determining the Geographical Location of Image Scenes based on Object Shadow Lengths
Journal of Signal Processing Systems
Exploiting depth information for indoor-outdoor scene classification
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing - Volume Part II
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
Mining multiple visual appearances of semantics for image annotation
MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
A benchmark for indoor/outdoor scene classification
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Natural scene classification and retrieval using ridgelet-based image signatures
ACIVS'05 Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems
Categorizing traditional chinese painting images
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part I
Semantic annotation of image groups with self-organizing maps
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Natural / man-made object classification based on gabor characteristics
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Feature selection for image categorization
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Fuzzy particle swarm optimization clustering and its application to image clustering
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
On object classification: artificial vs. natural
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Classification of frames from broadcasted soccer video and applications
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
A novel object categorization model with implicit local spatial relationship
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
Braving the semantic gap: mapping visual concepts from images and videos
ICDM'04 Proceedings of the 4th international conference on Advances in Data Mining: applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications
Salient feature selection for visual concept learning
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part I
Natural scene image modeling using color and texture visterms
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
Multi-module image classification system
FQAS'06 Proceedings of the 7th international conference on Flexible Query Answering Systems
Image classification for digital archive management
ICADL'05 Proceedings of the 8th international conference on Asian Digital Libraries: implementing strategies and sharing experiences
Multi-class particle swarm model selection for automatic image annotation
Expert Systems with Applications: An International Journal
Global semantic classification of scenes using power spectrum templates
IM'99 Proceedings of the 1999 international conference on Challenge of Image Retrieval
Scene categorization based on integrated feature description and local weighted feature mapping
Computers and Electrical Engineering
Halfway through the semantic gap: Prosemantic features for image retrieval
Information Sciences: an International Journal
Nearest-Neighbor based Metric Functions for indoor scene recognition
Computer Vision and Image Understanding
Color CENTRIST: a color descriptor for scene categorization
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Multimodal semantics extraction from user-generated videos
Advances in Multimedia
Compact and adaptive spatial pyramids for scene recognition
Image and Vision Computing
Scene classification using a multi-resolution bag-of-features model
Pattern Recognition
Label-to-region with continuity-biased bi-layer sparsity priors
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
IODetector: a generic service for indoor outdoor detection
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems
NoteVideo: facilitating navigation of blackboard-style lecture videos
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Towards precise POI localization with social media
Proceedings of the 21st ACM international conference on Multimedia
Clickage: towards bridging semantic and intent gaps via mining click logs of search engines
Proceedings of the 21st ACM international conference on Multimedia
Indoor scene recognition by a mobile robot through adaptive object detection
Robotics and Autonomous Systems
A Content-Based Approach to Medical Images Retrieval
International Journal of Healthcare Information Systems and Informatics
Improving 3D keypoint detection from noisy data using growing neural gas
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advences in computational intelligence - Volume Part II
Engineering Applications of Artificial Intelligence
A mobile picture tagging system using tree-structured layered Bayesian networks
Mobile Information Systems
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We show how high-level scene properties can be inferred from classification of low-level image features, specifically for the indoor-outdoor scene retrieval problem. We systematically studied the features: (1) histograms in the Ohta color space (2) multiresolution, simultaneous autoregressive model parameters (3) coefficients of a shift-invariant DCT. We demonstrate that performance is improved by computing features on subblocks, classifying these subblocks, and then combining these results in a way reminiscent of "stacking." State of the art single-feature methods are shown to result in about 75-86% performance, while the new method results in 90.3% correct classification, when evaluated on a diverse database of over 1300 consumer images provided by Kodak.