A color clustering technique for image segmentation
Computer Vision, Graphics, and Image Processing
Context-Based Vision: Recognizing Objects Using Information from Both 2D and 3D Imagery
IEEE Transactions on Pattern Analysis and Machine Intelligence - Special issue on interpretation of 3-D scenes—part I
Image Interpretation Using Multiple Sensing Modalities
IEEE Transactions on Pattern Analysis and Machine Intelligence
Floating search methods in feature selection
Pattern Recognition Letters
Image Interpretation Using Bayesian Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence
Region Competition: Unifying Snakes, Region Growing, and Bayes/MDL for Multiband Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning task-specific object recognition and scene understanding
Computer Vision and Image Understanding
Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope
International Journal of Computer Vision
Geodesic Active Regions and Level Set Methods for Supervised Texture Segmentation
International Journal of Computer Vision
Contextual Priming for Object Detection
International Journal of Computer Vision
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
The Journal of Machine Learning Research
Image Parsing: Unifying Segmentation, Detection, and Recognition
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
A Bayesian Approach to Unsupervised One-Shot Learning of Object Categories
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
A Cognitive Vision Platform for Automatic Recognition of Natural Complex Objects
ICTAI '03 Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence
Robust Real-Time Face Detection
International Journal of Computer Vision
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
Preface to Workshop on Generative Model Based Vision
CVPRW '04 Proceedings of the 2004 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'04) Volume 12 - Volume 12
Image Parsing: Unifying Segmentation, Detection, and Recognition
International Journal of Computer Vision
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
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 Hierarchical Models of Scenes, Objects, and Parts
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision - Volume 2
Learning Object Categories from Google"s Image Search
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision - Volume 2
BLOG: probabilistic models with unknown objects
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Statistical modeling and conceptualization of natural images
Pattern Recognition
Multiscale conditional random fields for image labeling
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Probabilistic spatial context models for scene content understanding
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Image classification for content-based indexing
IEEE Transactions on Image Processing
Analysis of natural images processing for the extraction of agricultural elements
Image and Vision Computing
Bounded transparency for automated inspection in agriculture
Computers and Electronics in Agriculture
Image-to-MIDI mapping based on dynamic fuzzy color segmentation for visually impaired people
Pattern Recognition Letters
Original paper: Real-time image processing for crop/weed discrimination in maize fields
Computers and Electronics in Agriculture
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
Journal of Visual Communication and Image Representation
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A scene description and segmentation system capable of recognising natural objects (e.g. sky, trees, grass) under different outdoor conditions is presented. We propose an hybrid and probabilistic classifier of image regions as a first step in solving the problem of scene context generation. We focus our work in the problem of image regions labeling to classify every pixel of a given image into one of several predefined classes. The result is both a segmentation of the image and a recognition of each segment as a given object class or as an unknown segmented object. Classification performance has been evaluated with the Outex dataset and compared to the approach of Marti et al. (IVC 2001) and He et al. (CVPR 2004) using their own datasets, showing the superiority of our method.