Object detection using a max-margin Hough transform

Keywords

Discriminative model, Hough transform, Artificial intelligence, Codebook, Pattern recognition (psychology)

References

• Generalizing the Hough transform to detect arbitrary shapesD.H. Ballard — 1981
• A Trainable System for Object DetectionConstantine Papageorgiou, Tomaso Poggio — 2000
• Fusion of global and local information for object detectionAman Garg, Sugandha Agarwal, Thomas S. Huang — 2002
• Pictorial Structures for Object RecognitionPedro F. Felzenszwalb, Daniel P. Huttenlocher — 2004
• Use of the Hough transformation to detect lines and curves in picturesRichard O. Duda, Peter E. Hart — 1972
• Recognition using regionsChunhui Gu, Joseph J. Lim, Pablo Arbeláez — 2009
• The pyramid match kernel: discriminative classification with sets of image featuresKristen Grauman, Trevor Darrell — 2005
• Multiclass Object Recognition with Sparse, Localized FeaturesJim Mutch, David Lowe — 2006
• Beyond sliding windows: Object localization by efficient subwindow searchChristoph H. Lampert, Matthew B. Blaschko, Thomas Hofmann — 2008
• Support-Vector NetworksCorinna Cortes, Vladimir Vapnik — 1995
• Training support vector machines: an application to face detectionE. Osuna, Robert M. Freund, Federico Girosi — 1997
• Accurate Object Detection with Deformable Shape Models Learnt from ImagesVittorio Ferrari, Frédéric Jurie, Cordelia Schmid — 2007
• Geometric blur for template matchingAlexander C. Berg, Jitendra Malik — 2001
• Classification using intersection kernel support vector machines is efficientSubhransu Maji, Alexander C. Berg, Jitendra Malik — 2008
• Robust Real-Time Face DetectionPaul Viola, Michael Jones — 2001
• From Images to Shape Models for Object DetectionVittorio Ferrari, Frédéric Jurie, Cordelia Schmid — 2010
• Object class recognition by unsupervised scale-invariant learningRob Fergus, Pietro Perona, Andrew Zisserman — 2003
• An Experimental Study on Pedestrian ClassificationStefan Munder, Dariu M. Gavrila — 2006
• Groups of Adjacent Contour Segments for Object DetectionVittorio Ferrari, L. Fevrier, Frédéric Jurie — 2008
• Histograms of oriented gradients for human detectionNavneet Dalal, Bill Triggs — 2005

Cited by

• Optimizing GHT-Based Heart Localization in an Automatic Segmentation ChainAxel Saalbach, Irina Wächter-Stehle, Reinhard Kneser — 2011
• From Flat to Hierarchical: Modeling Structures in Visual RecognitionYang Wu — 2013
• An Efficient Vision-Based Pedestrian Detection and Tracking System for ITS ApplicationsTienyu Zuo — 2014
• Detecting domestic objects with ensembles of view-tuned support vector machine cascades trained on Web imagesMarco Kortkamp — 2011
• Apprentissage de variétés pour la Détection et Reconnaissance de véhicules faiblement résolus en imagerie aérienneSébastien Razakarivony — 2014
• Algorithms and Representations for Visual RecognitionJitendra Malik, Subhransu Maji — 2011
• Parallel Application Library for Object RecognitionKurt Keutzer, Bor-Yiing Su — 2012
• Part-based deformable object detection with a single sketchSreyasee Das Bhattacharjee, Anurag Mittal — 2015
• Object detection based on scale-invariant partial shape matchingHuijie Fan, Yang Cong, Yandong Tang — 2015
• Human layout estimation using structured output learningArpit Mittal — 2012
• Discriminative Generalized Hough Transform for Localization of Lower LimbsHeike Ruppertshofen, Christian D. Lorenz, Sarah Strunk — 2011
• Density-based region search with arbitrary shape for object localisationJi Zhao, Deyu Meng, Jiayi Ma — 2014
• Shape detection by packing contours and regionsJianbo Shi, Qihui Zhu — 2011
• Vehicle detection using PLS Hough transformRemma Takeuchi, Kunihito Kato, David Harwood — 2015
• Fast object detection using steiner treeXiaoyin Duanmu — 2010
• Shape representations for object recognitionAlexander Toshev — 2011
• Monocular visual scene understanding from mobile platformsChristian Wojek — 2010
• On knowledge transfer in object class recognitionMichael Stark — 2010
• Human detection from images and videos: A surveyDuc Thanh Nguyen, Wanqing Li, Philip Ogunbona — 2016
• Body pose based pedestrian tracking in a particle filtering frameworkM. Rahman, Jesús Martínez del Rincón, Jean‐Christophe Nebel — 2013

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