Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories

Keywords

Pyramid (geometry), Computer science, Artificial intelligence, Natural (archaeology), Matching (statistics)

References

• Biologically Motivated Computer VisionHH Bülthoff, Poggio, Tomaso A, Lee, Seong-Whan — 2002
• Local Features and Kernels for Classification of Texture and Object Categories: An In-Depth StudyJianguo Zhang, Marcin Marszałek, Svetlana Lazebnik — 2005
• Categorizing Nine Visual Classes using Local Appearance DescriptorsJutta Willamowski, Damián Arregui, Gabriella Csurka — 2004
• Bidirectional Reflection Distribution Function of Thoroughly Pitted SurfacesJan J. Koenderink, Andrea J. van Doorn, Kristin Dana — 1999
• Modeling the Shape of the Scene: A Holistic Representation of the Spatial EnvelopeAude Oliva, Antonio Torralba — 2001
• The Structure of Locally Orderless ImagesJan J. Koenderink, Andrea J. van Doorn — 1999
• Pyramid Match Kernels: Discriminative Classification with Sets of Image Features (version 2)Kristen Grauman, Trevor Darrell — 2006
• Discovering objects and their location in imagesJosef Šivic, Bryan Russell, Alexei A. Efros — 2005
• Indoor-outdoor image classificationMartin Szummer, Rosalind W. Picard — 1998
• The pyramid match kernel: discriminative classification with sets of image featuresKristen Grauman, Trevor Darrell — 2005
• A Bayesian hierarchical model for learning natural scene categoriesLi Fei-Fei, Pietro Perona — 2005
• Texture orientation for sorting photos "at a glance"M. Gorkani, Rosalind W. Picard — 1994
• Context-based vision system for place and object recognitionTorralba, Murphy Murphy, Freeman — 2003
• Unsupervised Learning by Probabilistic Latent Semantic AnalysisThomas Hofmann — 2004
• Multiresolution histograms and their use for recognitionE. Hadjidemetriou, Michael Grossberg, Shree K. Nayar — 2004
• A maximum entropy framework for part-based texture and object recognitionSvetlana Lazebnik, C. Schmid, Jean Ponce — 2005
• Modeling scenes with local descriptors and latent aspectsPedro Quelhas, Florent Monay, Jean‐Marc Odobez — 2005
• Object class recognition by unsupervised scale-invariant learningRob Fergus, Pietro Perona, Andrew Zisserman — 2003
• Recognition with local features: the kernel recipeChristian Wallraven, Barbara Caputo, Graf — 2003
• SVM-KNN: Discriminative Nearest Neighbor Classification for Visual Category RecognitionHao Zhang, Alexander C. Berg, Michael Maire — 2006

Cited by

• Scene Classification using Spatial Relationship between Local Posterior ProbabilitiesTetsu Matsukawa, Takio Kurita — 2010
• Global vs. Local: Component Based Learning for Classification and Image UnderstandingYi Hong — 2013
• Characterization of Tissue Histopathology via Predictive Sparse Decomposition and Spatial Pyramid MatchingHang Chang, Nandita M. Nayak, Paul T. Spellman — 2013
• The Pyramid Match: Efficient Learning with Partial CorrespondencesKristen Grauman — 2007
• Movement Strategies for Learning in Visual RecognitionEdgar J Bermudez, Andrew Philippides, Anil K. Seth — 2008
• Color-Structured Image SearchJingdong Wang, Xian‐Sheng Hua, Yinghai Zhao — 2009
• Localization of the Lumbar Discs Using Machine Learning and Exact Probabilistic InferenceAyşe Betül Oktay, Yusuf Sinan Akgül — 2011
• Detection of Visual Concepts and Annotation of Images Using Predictive Clustering TreesIvica Dimitrovski, Dragi Kocev, Suzana Loškovska — 2010
• Random Sampling Image to Class Distance for Photo AnnotationDeyuan Zhang, Bingquan Liu, Chengjie Sun — 2010
• Label Transfer by Measuring Compactness真由美 安部, 美和 福満, 敦子 久保 — 2013
• Image-level and group-level models for Drosophila gene expression pattern annotationSarah Stephens — 2013
• Scene Recognition by Manifold Regularized Deep Learning Architecture大洋 松尾, 洋治 中川, 昭和 中崎 — 2015
• Saliency Based Ulcer Detection for Wireless Capsule Endoscopy DiagnosisVítor Serrão — 2015
• An investigation into inter- and intragenomic variations of graphic genomic signatures島田 — 2015
• Person Re-identification Meets Image SearchLiang Zheng, Liyue Shen, Lu Tian — 2015
• A deep 3D residual CNN for false-positive reduction in pulmonary nodule detection.David G Lazear — 2018
• Inter-class sparsity based discriminative least square regressionJie Wen, Yong Xu, Yong Xu — 2018
• Features Combined From Hundreds of Midlayers: Hierarchical Networks With Subnetwork Nodes国土交通省道路局環境安全課道路環境調査室 — 2019
• Probabilistic, features-based object recognitionPierre Moreels — 2008
• Image Representations for Ranking and Classification. (Représentations d'images pour la recherche et la classification d'images)Josip Krapac — 2011

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