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Andrea Vedaldi, Ph.D. - Publications

Affiliations: 
2008 University of California, Los Angeles, Los Angeles, CA 
Area:
Computer vision, machine learning, robotics
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43 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Choudhury S, Laina I, Rupprecht C, Vedaldi A. The Curious Layperson: Fine-Grained Image Recognition Without Expert Labels. International Journal of Computer Vision. 132: 537-554. PMID 38303743 DOI: 10.1007/s11263-023-01885-9  0.3
2021 Han K, Rebuffi SA, Ehrhardt S, Vedaldi A, Zisserman A. AutoNovel: Automatically Discovering and Learning Novel Visual Categories. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34166184 DOI: 10.1109/TPAMI.2021.3091944  0.674
2021 Gong W, Beckmann CF, Vedaldi A, Smith SM, Peng H. Optimising a Simple Fully Convolutional Network for Accurate Brain Age Prediction in the PAC 2019 Challenge. Frontiers in Psychiatry. 12: 627996. PMID 34040552 DOI: 10.3389/fpsyt.2021.627996  0.624
2021 Wu S, Rupprecht C, Vedaldi A. Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33914682 DOI: 10.1109/TPAMI.2021.3076536  0.321
2020 Peng H, Gong W, Beckmann CF, Vedaldi A, Smith SM. Accurate brain age prediction with lightweight deep neural networks. Medical Image Analysis. 68: 101871. PMID 33197716 DOI: 10.1016/j.media.2020.101871  0.661
2020 Ulyanov D, Vedaldi A, Lempitsky V. Deep Image Prior International Journal of Computer Vision. 128: 1867-1888. DOI: 10.1007/S11263-020-01303-4  0.433
2019 Lenc K, Vedaldi A. Understanding Image Representations by Measuring Their Equivariance and Equivalence. International Journal of Computer Vision. 127: 456-476. PMID 31148885 DOI: 10.1007/S11263-018-1098-Y  0.377
2019 Balntas V, Lenc K, Vedaldi A, Tuytelaars T, Matas J, Mikolajczyk K. HPatches: A benchmark and evaluation of handcrafted and learned local descriptors. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 31094682 DOI: 10.1109/TPAMI.2019.2915233  0.314
2019 Ehrhardt S, Monszpart A, Mitra NJ, Vedaldi A. Taking visual motion prediction to new heightfields Computer Vision and Image Understanding. 181: 14-25. DOI: 10.1016/J.Cviu.2019.02.005  0.411
2018 Novotny D, Larlus D, Vedaldi A. Capturing the Geometry of Object Categories from Video Supervision. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 30235118 DOI: 10.1109/Tpami.2018.2871117  0.375
2018 Vedaldi A, Lux M, Bertini M. MatConvNet Acm Sigmultimedia Records. 10: 9-9. DOI: 10.1145/3210241.3210250  0.346
2017 Bilen H, Fernando B, Gavves E, Vedaldi A. Action Recognition with Dynamic Image Networks. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 29990080 DOI: 10.1109/Tpami.2017.2769085  0.422
2017 Girshick R, Kokkinos I, Laptev I, Malik J, Papandreou G, Vedaldi A, Wang X, Yan S, Yuille A. Editorial- Deep Learning for Computer Vision Computer Vision and Image Understanding. 164: 1-2. DOI: 10.1016/J.Cviu.2017.11.006  0.318
2016 Cimpoi M, Maji S, Kokkinos I, Vedaldi A. Deep Filter Banks for Texture Recognition, Description, and Segmentation. International Journal of Computer Vision. 118: 65-94. PMID 27471340 DOI: 10.1007/S11263-015-0872-3  0.454
2016 Mahendran A, Vedaldi A. Visualizing Deep Convolutional Neural Networks Using Natural Pre-images International Journal of Computer Vision. 120: 233-255. DOI: 10.1007/S11263-016-0911-8  0.367
2016 Cimpoi M, Maji S, Kokkinos I, Vedaldi A. Deep Filter Banks for Texture Recognition, Description, and Segmentation International Journal of Computer Vision. 118: 65-94. DOI: 10.1007/s11263-015-0872-3  0.357
2016 Jaderberg M, Simonyan K, Vedaldi A, Zisserman A. Reading Text in the Wild with Convolutional Neural Networks International Journal of Computer Vision. 116: 1-20. DOI: 10.1007/S11263-015-0823-Z  0.395
2015 Pedersoli M, Vedaldi A, Gonzàlez J, Roca X. A coarse-to-fine approach for fast deformable object detection Pattern Recognition. 48: 1844-1853. DOI: 10.1016/J.Patcog.2014.11.006  0.355
2015 Gonfaus JM, Pedersoli M, Gonzàlez J, Vedaldi A, Roca FX. Factorized appearances for object detection Computer Vision and Image Understanding. 138: 92-101. DOI: 10.1016/J.Cviu.2015.04.008  0.365
2014 Simonyan K, Vedaldi A, Zisserman A. Learning Local Feature Descriptors Using Convex Optimisation. Ieee Transactions On Pattern Analysis and Machine Intelligence. 36: 1573-85. PMID 26353339 DOI: 10.1109/Tpami.2014.2301163  0.67
2014 Cimpoi M, Maji S, Kokkinos I, Mohamed S, Vedaldi A. Describing textures in the wild Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 3606-3613. DOI: 10.1109/CVPR.2014.461  0.319
2014 Jaderberg M, Vedaldi A, Zisserman A. Deep features for text spotting Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8692: 512-528. DOI: 10.1007/978-3-319-10593-2_34  0.333
2013 Juneja M, Vedaldi A, Jawahar CV, Zisserman A. Blocks that shout: Distinctive parts for scene classification Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 923-930. DOI: 10.1109/CVPR.2013.124  0.372
2013 Simonyan K, Vedaldi A, Zisserman A. Deep Fisher networks for large-scale image classification Advances in Neural Information Processing Systems.  0.332
2012 Vedaldi A, Zisserman A. Efficient additive kernels via explicit feature maps. Ieee Transactions On Pattern Analysis and Machine Intelligence. 34: 480-92. PMID 21808094 DOI: 10.1109/Tpami.2011.153  0.668
2012 Vedaldi A, Zisserman A. Sparse kernel approximations for efficient classification and detection Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2320-2327. DOI: 10.1109/CVPR.2012.6247943  0.382
2012 Simonyan K, Vedaldi A, Zisserman A. Descriptor learning using convex optimisation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7572: 243-256. DOI: 10.1007/978-3-642-33718-5_18  0.31
2011 Chatfield K, Lempitsky V, Vedaldi A, Zisserman A. The devil is in the details: An evaluation of recent feature encoding methods Bmvc 2011 - Proceedings of the British Machine Vision Conference 2011. DOI: 10.5244/C25.76  0.351
2010 Vempati S, Vedaldi A, Zisserman A, Jawahar CV. Generalized RBF feature maps for Efficient Detection British Machine Vision Conference, Bmvc 2010 - Proceedings. DOI: 10.5244/C.24.2  0.347
2010 Vedaldi A, Ling H, Soatto S. Knowing a good feature when you see it: Ground truth and methodology to evaluate local features for recognition Studies in Computational Intelligence. 285: 27-49. DOI: 10.1007/978-3-642-12848-6_2  0.63
2010 Blaschko MB, Vedaldi A, Zisserman A. Simultaneous object detection and ranking with weak supervision Advances in Neural Information Processing Systems 23: 24th Annual Conference On Neural Information Processing Systems 2010, Nips 2010.  0.335
2009 Vedaldi A, Gulshan V, Varma M, Zisserman A. Multiple Kernels for object detection Proceedings of the Ieee International Conference On Computer Vision. 606-613. DOI: 10.1109/ICCV.2009.5459183  0.354
2009 Vempati S, Jain M, Parkhi OM, Jawahar CV, Marszalek M, Vedaldi A, Zisserman A. Oxford-IIIT TRECVID 2009-notebook paper 2009 Trec Video Retrieval Evaluation Notebook Papers.  0.324
2008 Vedaldi A, Guidi G, Soatto S. Joint data alignment up to (lossy) transformations 26th Ieee Conference On Computer Vision and Pattern Recognition, Cvpr. DOI: 10.1109/CVPR.2008.4587781  0.552
2008 Vedaldi A, Soatto S. Relaxed matching kernels for robust image comparison 26th Ieee Conference On Computer Vision and Pattern Recognition, Cvpr. DOI: 10.1109/CVPR.2008.4587619  0.53
2008 Vedaldi A, Soatto S. Quick shift and kernel methods for mode seeking Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5305: 705-718. DOI: 10.1007/978-3-540-88693-8-52  0.499
2008 Fulkerson B, Vedaldi A, Soatto S. Localizing objects with smart dictionaries Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5302: 179-192. DOI: 10.1007/978-3-540-88682-2-15  0.578
2007 Vedaldi A, Guidi G, Soatto S. Moving forward in structure from motion Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. DOI: 10.1109/CVPR.2007.383117  0.465
2007 Vedaldi A, Soatto S. A complexity-distortion approach to joint pattern alignment Advances in Neural Information Processing Systems. 1425-1432.  0.519
2006 Vedaldi A, Soatto S. Local features, all grown up Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2: 1753-1760. DOI: 10.1109/CVPR.2006.176  0.495
2006 Vedaldi A, Soatto S. Viewpoint induced deformation statistics and the design of viewpoint invariant features: Singularities and occlusions Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3952: 360-373. DOI: 10.1007/11744047_28  0.54
2005 Vedaldi A, Soatto S. Features for recognition: Viewpoint invariance for non-planar scenes Proceedings of the Ieee International Conference On Computer Vision. 1474-1481. DOI: 10.1109/ICCV.2005.99  0.532
2005 Vedaldi A, Tin H, Favaro P, Soatto S. KALMANSAC: Robust filtering by consensus Proceedings of the Ieee International Conference On Computer Vision. 633-640. DOI: 10.1109/ICCV.2005.130  0.476
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