Seeing 3D Chairs: Exemplar Part-Based 2D-3D Alignment Using a Large Dataset of CAD Models

Keywords

Computer science, Discriminative model, Pascal (unit), CAD, Artificial intelligence

References

• A Gaussian Approximation of Feature Space for Fast Image SimilarityMichaël Gharbi, Tomasz Malisiewicz, Sylvain Paris — 2012
• Teaching 3D geometry to deformable part modelsBojan Pepik, Michael Stark, Peter Gehler — 2012
• Viewpoint-aware object detection and pose estimationDaniel Gläsner, Meirav Galun, Sharon Alpert — 2011
• Painting-to-3D model alignment via discriminative visual elementsMathieu Aubry, Bryan Russell, Josef Šivic — 2014
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• Representing Videos Using Mid-level Discriminative PatchesArpit Jain, Abhinav Gupta, Mikel Rodríguez — 2013
• The viewpoint consistency constraintDavid Lowe — 2015
• The Pascal Visual Object Classes (VOC) ChallengeMark Everingham, Luc Van Gool, Christopher K. I. Williams — 2009
• Blocks That Shout: Distinctive Parts for Scene ClassificationMayank Juneja, Andrea Vedaldi, C. V. Jawahar — 2013
• Data-Driven Scene Understanding from 3D ModelsScott Satkin, Jason Lin, Martial Hebert — 2012
• Estimating the aspect layout of object categoriesXiang Yu, Silvio Savarese — 2012
• Parsing IKEA Objects: Fine Pose EstimationJoseph J. Lim, Hamed Pirsiavash, Antonio Torralba — 2013
• Understanding Indoor Scenes Using 3D Geometric PhrasesWongun Choi, Yu-Wei Chao, Caroline Pantofaru — 2013
• Analyzing 3D Objects in Cluttered ImagesMohsen Hejrati, Deva Ramanan — 2012
• Total Recall: Automatic Query Expansion with a Generative Feature Model for Object RetrievalOndřej Chum, James Philbin, Josef Šivic — 2007
• The power of comparative reasoningJay Yagnik, Dennis Strelow, David A. Ross — 2011
• 3D Object Detection and Viewpoint Estimation with a Deformable 3D Cuboid ModelSanja Fidler, Sven Dickinson, Raquel Urtasun — 2012
• Detailed 3D Representations for Object Recognition and ModelingM. Zeeshan Zia, Michael Stark, Bernt Schiele — 2013
• Mid-level Visual Element Discovery as Discriminative Mode SeekingCarl Doersch, Abhinav Gupta, Alexei A. Efros — 2013
• Smooth object retrieval using a bag of boundariesRelja Arandjelović, Andrew Zisserman — 2011

Cited by

• Convolutional Neural Networks for joint object detection and pose estimation: A comparative studyFrancisco Massa, Mathieu Aubry, Renaud Marlet — 2014
• 3D-Assisted Feature Synthesis for Novel Views of an ObjectHao Su, Fan Wang, Eric Yi — 2015
• Monocular Object Instance Segmentation and Depth Ordering with CNNsZiyu Zhang, Alexander G. Schwing, Sanja Fidler — 2015
• FlowNet: Learning Optical Flow with Convolutional NetworksAlexey Dosovitskiy, Philipp Fischer, Eddy Ilg — 2015
• Part level transfer regularization for enhancing exemplar SVMsYusuf Aytar, Andrew Zisserman — 2015
• Mining Mid-level Visual Patterns with Deep CNN ActivationsLi Yao, Lingqiao Liu, Chunhua Shen — 2015
• Lifting Object Detection Datasets into 3DJoão Carreira, Sara Vicente, Lourdes Agapito — 2015
• Data‐Driven Shape Analysis and ProcessingKai Xu, Vladimir G. Kim, Qixing Huang — 2015
• Learning 3D Articulation and Deformation using 2D ImagesAngjoo Kanazawa, Shahar Z. Kovalsky, Ronen Basri — 2015
• Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model ViewsHao Su, Charles R. Qi, Yangyan Li — 2015
• Understanding Deep Features with Computer-Generated ImageryMathieu Aubry, Bryan Russell — 2015
• Deep Convolutional Inverse Graphics NetworkTejas D. Kulkarni, WILLIAM F. WHITNEY, Pushmeet Kohli — 2015
• Inferring 3D Object Pose in RGB-D ImagesSaurabh Gupta, Pablo Arbeláez, Ross Girshick — 2015
• A Quest for Visual Commonsense: Scene Understanding by Functional and Physical ReasoningYibiao Zhao — 2015
• Learning to generate chairs with convolutional neural networksAlexey Dosovitskiy, Jost Tobias Springenberg, Thomas Brox — 2014
• 3D object class detection in the wildBojan Pepik, Michael Stark, Peter Gehler — 2015
• Three viewpoints toward exemplar SVMTakumi Kobayashi — 2015
• Learning descriptors for object recognition and 3D pose estimationPaul Wohlhart, Vincent Lepetit — 2015
• Joint calibration of Ensemble of Exemplar SVMsDavide Modolo, Alexander Vezhnevets, Olga Russakovsky — 2015
• Don't just listen, use your imagination: Leveraging visual common sense for non-visual tasksXiao Lin, Devi Parikh — 2015

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