@inproceedings{bb129500, AUTHOR = "Tang, K. and Miao, D. and Peng, W.L. and Wu, J.P. and Shi, Y. and Gu, Z.Q. and Tian, Z.H. and Wang, W.P.", TITLE = "CODEs: Chamfer Out-of-Distribution Examples against Overconfidence Issue", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "1133-1142", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125616"} @inproceedings{bb129501, AUTHOR = "Gorbett, M. and Blanchard, N.", TITLE = "Utilizing Network Features to Detect Erroneous Inputs", BOOKTITLE = VAQuality22, YEAR = "2022", PAGES = "34-43", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125617"} @inproceedings{bb129502, AUTHOR = "Albert, P. and Ortego, D. and Arazo, E. and O'Connor, N.E. and McGuinness, K.", TITLE = "Addressing out-of-distribution label noise in webly-labelled data", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "2393-2402", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125618"} @inproceedings{bb129503, AUTHOR = "Vendramini, M. and Oliveira, H. and Machado, A. and dos Santos, J.A.", TITLE = "Opening Deep Neural Networks With Generative Models", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "1314-1318", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125619"} @inproceedings{bb129504, AUTHOR = "Wei, X.Y. and Qiu, W.C. and Zhang, Y. and Xiao, Z. and Yuille, A.L.", TITLE = "Nuisance-Label Supervision: Robustness Improvement by Free Labels", BOOKTITLE = ILDAV21, YEAR = "2021", PAGES = "1541-1550", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125620"} @inproceedings{bb129505, AUTHOR = "Zaeemzadeh, A. and Bisagno, N. and Sambugaro, Z. and Conci, N. and Rahnavard, N. and Shah, M.", TITLE = "Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "9447-9456", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125621"} @inproceedings{bb129506, AUTHOR = "Lin, Z.Q. and Roy, S.D. and Li, Y.X.", TITLE = "MOOD: Multi-level Out-of-distribution Detection", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "15308-15318", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125622"} @inproceedings{bb129507, AUTHOR = "Huang, R. and Li, Y.X.", TITLE = "MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "8706-8715", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125623"} @inproceedings{bb129508, AUTHOR = "Zhang, X.X. and Cui, P. and Xu, R.Z. and Zhou, L.J. and He, Y. and Shen, Z.", TITLE = "Deep Stable Learning for Out-Of-Distribution Generalization", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "5368-5378", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125624"} @inproceedings{bb129509, AUTHOR = "Ghosh, A. and Lan, A.", TITLE = "Do We Really Need Gold Samples for Sample Weighting under Label Noise?", BOOKTITLE = WACV21, YEAR = "2021", PAGES = "3921-3930", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125625"} @inproceedings{bb129510, AUTHOR = "Begon, J.M. and Geurts, P.", TITLE = "Sample-free white-box out-of-distribution detection for deep learning", BOOKTITLE = TCV21, YEAR = "2021", PAGES = "3285-3294", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125626"} @inproceedings{bb129511, AUTHOR = "Moller, F. and Botache, D. and Huseljic, D. and Heidecker, F. and Bieshaar, M. and Sick, B.", TITLE = "Out-of-distribution Detection and Generation using Soft Brownian Offset Sampling and Autoencoders", BOOKTITLE = SAIAD21, YEAR = "2021", PAGES = "46-55", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125627"} @inproceedings{bb129512, AUTHOR = "Marson, L. and Li, V. and Maki, A.", TITLE = "Boundary Optimised Samples Training for Detecting Out-of-Distribution Images", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "10486-10492", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125628"} @inproceedings{bb129513, AUTHOR = "Sharma, K. and Donmez, P. and Luo, E. and Liu, Y. and Yalniz, I.Z.", TITLE = "Noiserank: Unsupervised Label Noise Reduction with Dependence Models", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXVII:737-753", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125629"} @inproceedings{bb129514, AUTHOR = "Chen, X.Y. and Lan, X.G. and Sun, F.C. and Zheng, N.N.", TITLE = "A Boundary Based Out-of-Distribution Classifier for Generalized Zero-shot Learning", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXIV:572-588", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125630"} @inproceedings{bb129515, AUTHOR = "Zisselman, E. and Tamar, A.", TITLE = "Deep Residual Flow for Out of Distribution Detection", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "13991-14000", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125631"} @inproceedings{bb129516, AUTHOR = "Mundt, M. and Pliushch, I. and Majumder, S. and Ramesh, V.", TITLE = "Open Set Recognition Through Deep Neural Network Uncertainty: Does Out-of-Distribution Detection Require Generative Classifiers?", BOOKTITLE = SDL-CV19, YEAR = "2019", PAGES = "753-757", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125632"} @inproceedings{bb129517, AUTHOR = "Yu, Q. and Aizawa, K.", TITLE = "Unknown Class Label Cleaning for Learning with Open-Set Noisy Labels", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "1731-1735", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125633"} @inproceedings{bb129518, AUTHOR = "Cavalli, L. and Larsson, V. and Oswald, M.R. and Sattler, T. and Pollefeys, M.", TITLE = "Handcrafted Outlier Detection Revisited", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XIX:770-787", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125634"} @inproceedings{bb129519, AUTHOR = "Kwon, G. and Prabhushankar, M. and Temel, D. and AlRegib, G.", TITLE = "Backpropagated Gradient Representations for Anomaly Detection", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXI:206-226", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125635"} @inproceedings{bb129520, AUTHOR = "Techapanurak, E. and Suganuma, M. and Okatani, T.", TITLE = "Hyperparameter-free Out-of-distribution Detection Using Cosine Similarity", BOOKTITLE = ACCV20, YEAR = "2020", PAGES = "IV:53-69", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125636"} @inproceedings{bb129521, AUTHOR = "Hsu, Y. and Shen, Y. and Jin, H. and Kira, Z.", TITLE = "Generalized ODIN: Detecting Out-of-Distribution Image Without Learning From Out-of-Distribution Data", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "10948-10957", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125637"} @inproceedings{bb129522, AUTHOR = "Kwon, G. and Prabhushankar, M. and Temel, D. and Al Regib, G.", TITLE = "Distorted Representation Space Characterization Through Backpropagated Gradients", BOOKTITLE = ICIP19, YEAR = "2019", PAGES = "2651-2655", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125638"} @inproceedings{bb129523, AUTHOR = "Yu, Q. and Aizawa, K.", TITLE = "Unsupervised Out-of-Distribution Detection by Maximum Classifier Discrepancy", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "9517-9525", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125639"} @inproceedings{bb129524, AUTHOR = "Vyas, A. and Jammalamadaka, N. and Zhu, X. and Das, D. and Kaul, B. and Willke, T.L.", TITLE = "Out-of-Distribution Detection Using an Ensemble of Self Supervised Leave-Out Classifiers", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "VIII: 560-574", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125640"} @inproceedings{bb129525, AUTHOR = "Wu, X. and Cai, L. and Ji, R.R.", TITLE = "Gamma Mixture Models for Outlier Removal", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "828-832", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125641"} @inproceedings{bb129526, AUTHOR = "You, C. and Robinson, D.P. and Vidal, R.", TITLE = "Provable Self-Representation Based Outlier Detection in a Union of Subspaces", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "4323-4332", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125642"} @inproceedings{bb129527, AUTHOR = "Piotto, N. and Cordara, G.", TITLE = "Statistical modelling for enhanced outlier detection", BOOKTITLE = ICIP14, YEAR = "2014", PAGES = "4280-4284", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125643"} @inproceedings{bb129528, AUTHOR = "Liu, W. and Hua, G. and Smith, J.R.", TITLE = "Unsupervised One-Class Learning for Automatic Outlier Removal", BOOKTITLE = CVPR14, YEAR = "2014", PAGES = "3826-3833", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125644"} @inproceedings{bb129529, AUTHOR = "Lee, K.H. and Lee, S.W.", TITLE = "Deterministic Fitting of Multiple Structures Using Iterative MaxFS with Inlier Scale Estimation", BOOKTITLE = ICCV13, YEAR = "2013", PAGES = "41-48", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125645"} @inproceedings{bb129530, AUTHOR = "Goldstein, M.", TITLE = "FastLOF: An Expectation-Maximization based Local Outlier detection algorithm", BOOKTITLE = ICPR12, YEAR = "2012", PAGES = "2282-2285", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125646"} @inproceedings{bb129531, AUTHOR = "Fritsch, V. and Varoquaux, G. and Poline, J.B. and Thirion, B.", TITLE = "Non-parametric Density Modeling and Outlier-Detection in Medical Imaging Datasets", BOOKTITLE = MLMI12, YEAR = "2012", PAGES = "210-217", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125647"} @inproceedings{bb129532, AUTHOR = "Gao, Y. and Li, Y.Q.", TITLE = "Improving Gaussian Process Classification with Outlier Detection, with Applications in Image Classification", BOOKTITLE = ACCV10, YEAR = "2010", PAGES = "IV: 153-164", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125648"} @inproceedings{bb129533, AUTHOR = "Seo, Y.D. and Lee, H.J. and Lee, S.W.", TITLE = "Outlier Removal by Convex Optimization for L-Infinity Approaches", BOOKTITLE = PSIVT09, YEAR = "2009", PAGES = "203-214", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125649"} @inproceedings{bb129534, AUTHOR = "Tax, D.M.J. and Juszczak, P. and Pekalska, E. and Duin, R.P.W.", TITLE = "Outlier Detection Using Ball Descriptions with Adjustable Metric", BOOKTITLE = SSPR06, YEAR = "2006", PAGES = "587-595", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125650"} @inproceedings{bb129535, AUTHOR = "Colliez, J. and Dufrenois, F. and Hamad, D.", TITLE = "Robust Regression and Outlier Detection with SVR: Application to Optic Flow Estimation", BOOKTITLE = BMVC06, YEAR = "2006", PAGES = "III:1229", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125651"} @inproceedings{bb129536, AUTHOR = "Sim, K. and Hartley, R.I.", TITLE = "Removing Outliers Using The L-inf Norm", BOOKTITLE = CVPR06, YEAR = "2006", PAGES = "I: 485-494", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125652"} @inproceedings{bb129537, AUTHOR = "Hautamaki, V. and Cherednichenko, S. and Karkkainen, I. and Kinnunen, T. and Franti, P.", TITLE = "Improving K-Means by Outlier Removal", BOOKTITLE = SCIA05, YEAR = "2005", PAGES = "978-987", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125653"} @inproceedings{bb129538, AUTHOR = "den Hollander, R.J.M. and Hanjalic, A.", TITLE = "Outlier identification in stereo correspondences using quadrics", BOOKTITLE = BMVC05, YEAR = "2005", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125654"} @inproceedings{bb129539, AUTHOR = "Park, J.H. and Zhang, Z.Y. and Zha, H.Y. and Kasturi, R.", TITLE = "Local smoothing for manifold learning", BOOKTITLE = CVPR04, YEAR = "2004", PAGES = "II: 452-459", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125655"} @inproceedings{bb129540, AUTHOR = "Brailovsky, V.L.", TITLE = "An Approach to Outlier Detection Based on Bayesian Probabilistic Model", BOOKTITLE = ICPR96, YEAR = "1996", PAGES = "II: 70-74", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635od1.html#TT125656"} @article{bb129541, AUTHOR = "Freund, Y. and Schapire, R.E.", TITLE = "A decision-theoretic generalization of on-line learning and an application to boosting", JOURNAL = JCSSI, VOLUME = "55", YEAR = "1997", NUMBER = "1", PAGES = "119-139", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125657"} @article{bb129542, AUTHOR = "Schapire, R.E. and Singer, Y.", TITLE = "Improved boosting algorithms using confidence-rated predictions", JOURNAL = MachLearn, VOLUME = "37", YEAR = "1999", NUMBER = "3", MONTH = "December", PAGES = "297-336", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125658"} @article{bb129543, AUTHOR = "Frossyniotis, D. and Likas, A.C. and Stafylopatis, A.", TITLE = "A clustering method based on boosting", JOURNAL = PRL, VOLUME = "25", YEAR = "2004", NUMBER = "6", MONTH = "April", PAGES = "641-654", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125659"} @article{bb129544, AUTHOR = "Tao, Q. and Wu, G.W. and Wang, J.", TITLE = "A generalized S-K algorithm for learning [nu]-SVM classifiers", JOURNAL = PRL, VOLUME = "25", YEAR = "2004", NUMBER = "10", MONTH = "July", PAGES = "1165-1171", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125660"} @article{bb129545, AUTHOR = "Tao, Q. and Wu, G.W. and Wang, J.", TITLE = "A new maximum margin algorithm for one-class problems and its boosting implementation", JOURNAL = PR, VOLUME = "38", YEAR = "2005", NUMBER = "7", MONTH = "July", PAGES = "1071-1077", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125661"} @article{bb129546, AUTHOR = "Tao, Q. and Wu, G.W. and Wang, J.", TITLE = "A general soft method for learning SVM classifiers with L1-norm penalty", JOURNAL = PR, VOLUME = "41", YEAR = "2008", NUMBER = "3", MONTH = "March", PAGES = "939-948", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125662"} @article{bb129547, AUTHOR = "Chen, S. and Wang, X.X. and Harris, C.J.", TITLE = "Experiments With Repeating Weighted Boosting Search for Optimization in Signal Processing Applications", JOURNAL = SMC-B, VOLUME = "35", YEAR = "2005", NUMBER = "4", MONTH = "August", PAGES = "682-693", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125663"} @article{bb129548, AUTHOR = "Yin, X.C. and Liu, C.P. and Han, Z.", TITLE = "Feature combination using boosting", JOURNAL = PRL, VOLUME = "26", YEAR = "2005", NUMBER = "14", MONTH = "October", PAGES = "2195-2205", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125664"} @article{bb129549, AUTHOR = "Nishii, R. and Eguchi, S.", TITLE = "Supervised image classification by contextual AdaBoost based on posteriors in neighborhoods", JOURNAL = GeoRS, VOLUME = "43", YEAR = "2005", NUMBER = "11", MONTH = "November", PAGES = "2547-2554", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125665"} @article{bb129550, AUTHOR = "Kawaguchi, S. and Nishii, R.", TITLE = "Hyperspectral Image Classification by Bootstrap AdaBoost With Random Decision Stumps", JOURNAL = GeoRS, VOLUME = "45", YEAR = "2007", NUMBER = "11", MONTH = "November", PAGES = "3845-3851", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125666"} @article{bb129551, AUTHOR = "Opelt, A. and Pinz, A. and Fussenegger, M. and Auer, P.", TITLE = "Generic Object Recognition with Boosting", JOURNAL = PAMI, VOLUME = "28", YEAR = "2006", NUMBER = "3", MONTH = "March", PAGES = "416-431", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125667"} @inproceedings{bb129552, AUTHOR = "Opelt, A. and Fussenegger, M. and Pinz, A. and Auer, P.", TITLE = "Weak Hypotheses and Boosting for Generic Object Detection and Recognition", BOOKTITLE = ECCV04, YEAR = "2004", PAGES = "Vol II: 71-84", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125668"} @inproceedings{bb129553, AUTHOR = "Opelt, A. and Pinz, A.", TITLE = "Object Localization with Boosting and Weak Supervision for Generic Object Recognition", BOOKTITLE = SCIA05, YEAR = "2005", PAGES = "862-871", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125669"} @inproceedings{bb129554, AUTHOR = "Fussenegger, M. and Opelt, A. and Pinz, A. and Auer, P.", TITLE = "Object recognition using segmentation for feature detection", BOOKTITLE = ICPR04, YEAR = "2004", PAGES = "III: 41-44", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125670"} @inproceedings{bb129555, AUTHOR = "Fussenegger, M. and Opelt, A. and Pinz, A.", TITLE = "Object localization/segmentation using generic shape priors", BOOKTITLE = ICPR06, YEAR = "2006", PAGES = "IV: 41-44", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125671"} @article{bb129556, AUTHOR = "Opelt, A. and Pinz, A. and Zisserman, A.", TITLE = "Learning an Alphabet of Shape and Appearance for Multi-Class Object Detection", JOURNAL = IJCV, VOLUME = "80", YEAR = "2008", NUMBER = "1", MONTH = "October", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125672"} @inproceedings{bb129557, AUTHOR = "Opelt, A. and Pinz, A. and Zisserman, A.", TITLE = "Incremental learning of object detectors using a visual shape alphabet", BOOKTITLE = CVPR06, YEAR = "2006", PAGES = "I: 3-10", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125673"} @inproceedings{bb129558, AUTHOR = "Opelt, A. and Pinz, A. and Zisserman, A.", TITLE = "A Boundary-Fragment-Model for Object Detection", BOOKTITLE = ECCV06, YEAR = "2006", PAGES = "II: 575-588", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125674"} @article{bb129559, AUTHOR = "Wang, X. and Wang, H.", TITLE = "Classification by evolutionary ensembles", JOURNAL = PR, VOLUME = "39", YEAR = "2006", NUMBER = "4", MONTH = "April", PAGES = "595-607", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125675"} @article{bb129560, AUTHOR = "McDonald, R.A.", TITLE = "The mean subjective utility score, a novel metric for cost-sensitive classifier evaluation", JOURNAL = PRL, VOLUME = "27", YEAR = "2006", NUMBER = "13", MONTH = "October", PAGES = "1472-1477", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125676"} @article{bb129561, AUTHOR = "Sun, Y.J. and Todorovic, S. and Li, J.", TITLE = "Unifying multi-class AdaBoost algorithms with binary base learners under the margin framework", JOURNAL = PRL, VOLUME = "28", YEAR = "2007", NUMBER = "5", MONTH = "April", PAGES = "631-643", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125677"} @article{bb129562, AUTHOR = "Le, D.D. and Satoh, S.", TITLE = "Ent-Boost: Boosting Using Entropy Measures for Robust Object Detection", JOURNAL = PRL, VOLUME = "28", YEAR = "2007", NUMBER = "9", MONTH = "July", PAGES = "1083-1090", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125678"} @inproceedings{bb129563, AUTHOR = "Satoh, S. and Le, D.D.", TITLE = "Ent-Boost: Boosting Using Entropy Measures for Robust Object Detection", BOOKTITLE = ICPR06, YEAR = "2006", PAGES = "II: 602-605", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125678"} @article{bb129564, AUTHOR = "Pham, T.V. and Smeulders, A.W.M.", TITLE = "Quadratic boosting", JOURNAL = PR, VOLUME = "41", YEAR = "2008", NUMBER = "1", MONTH = "January", PAGES = "331-341", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125679"} @inproceedings{bb129565, AUTHOR = "Pham, T.V. and Smeulders, A.W.M.", TITLE = "Metric tree partitioning and Taylor approximation for fast support vector classification", BOOKTITLE = ICPR06, YEAR = "2006", PAGES = "IV: 132-135", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125680"} @article{bb129566, AUTHOR = "Verschae, R. and Ruiz del Solar, J. and Correa, M.", TITLE = "A unified learning framework for object detection and classification using nested cascades of boosted classifiers", JOURNAL = MVA, VOLUME = "19", YEAR = "2008", NUMBER = "2", MONTH = "March", PAGES = "85-103", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125681"} @article{bb129567, AUTHOR = "Rodriguez, J.J. and Maudes, J.", TITLE = "Boosting recombined weak classifiers", JOURNAL = PRL, VOLUME = "29", YEAR = "2008", NUMBER = "8", MONTH = "June", PAGES = "1049-1059", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125682"} @article{bb129568, AUTHOR = "Zhang, C.X. and Zhang, J.S.", TITLE = "RotBoost: A technique for combining Rotation Forest and AdaBoost", JOURNAL = PRL, VOLUME = "29", YEAR = "2008", NUMBER = "10", MONTH = "July", PAGES = "1524-1536", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125683"} @article{bb129569, AUTHOR = "Furst, L. and Fidler, S. and Leonardis, A.", TITLE = "Selecting features for object detection using an Adaboost-compatible evaluation function", JOURNAL = PRL, VOLUME = "29", YEAR = "2008", NUMBER = "11", MONTH = "August", PAGES = "1603-1612", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125684"} @article{bb129570, AUTHOR = "Fleuret, F.", TITLE = "Multi-layer boosting for pattern recognition", JOURNAL = PRL, VOLUME = "30", YEAR = "2009", NUMBER = "3", MONTH = "February", PAGES = "237-241", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125685"} @article{bb129571, AUTHOR = "Sochman, J. and Matas, J.G.", TITLE = "Learning Fast Emulators of Binary Decision Processes", JOURNAL = IJCV, VOLUME = "83", YEAR = "2009", NUMBER = "2", MONTH = "June", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125686"} @inproceedings{bb129572, AUTHOR = "Sochman, J. and Matas, J.G.", TITLE = "Learning a Fast Emulator of a Binary Decision Process", BOOKTITLE = ACCV07, YEAR = "2007", PAGES = "II: 236-245", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125687"} @inproceedings{bb129573, AUTHOR = "Sochman, J. and Matas, J.G.", TITLE = "WaldBoost: Learning for Time Constrained Sequential Detection", BOOKTITLE = CVPR05, YEAR = "2005", PAGES = "II: 150-156", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125688"} @inproceedings{bb129574, AUTHOR = "Sochman, J. and Matas, J.G.", TITLE = "Inter-stage feature propagation in cascade building with adaboost", BOOKTITLE = ICPR04, YEAR = "2004", PAGES = "I: 236-239", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125689"} @article{bb129575, AUTHOR = "Lu, Y.J. and Tian, Q.", TITLE = "Discriminant Subspace Analysis: An Adaptive Approach for Image Classification", JOURNAL = MultMed, VOLUME = "11", YEAR = "2009", NUMBER = "7", MONTH = "November", PAGES = "1289-1300", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125690"} @inproceedings{bb129576, AUTHOR = "Lu, Y.J. and Tian, Q. and Huan, T.S.", TITLE = "Interactive Boosting for Image Classification", BOOKTITLE = MCAM07, YEAR = "2007", PAGES = "315-324", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125691"} @article{bb129577, AUTHOR = "Gao, C.X. and Sang, N. and Tang, Q.L.", TITLE = "On selection and combination of weak learners in AdaBoost", JOURNAL = PRL, VOLUME = "31", YEAR = "2010", NUMBER = "9", MONTH = "July", PAGES = "991-1001", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125692"} @article{bb129578, AUTHOR = "Chen, K.T. and Lin, K.H. and Kuo, Y.H. and Wu, Y.L. and Hsu, W.H.", TITLE = "Boosting image object retrieval and indexing by automatically discovered pseudo-objects", JOURNAL = JVCIR, VOLUME = "21", YEAR = "2010", NUMBER = "8", MONTH = "November", PAGES = "815-825", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125693"} @inproceedings{bb129579, AUTHOR = "Lin, K.H. and Chen, K.T. and Hsu, W.H. and Lee, C.J. and Li, T.H.", TITLE = "Boosting object retrieval by estimating pseudo-objects", BOOKTITLE = ICIP09, YEAR = "2009", PAGES = "785-788", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125694"} @article{bb129580, AUTHOR = "Shen, C.H. and Li, H.X.", TITLE = "On the Dual Formulation of Boosting Algorithms", JOURNAL = PAMI, VOLUME = "32", YEAR = "2010", NUMBER = "12", MONTH = "December", PAGES = "2216-2231", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125695"} @inproceedings{bb129581, AUTHOR = "Li, H.X. and Shen, C.H.", TITLE = "Boosting the Minimum Margin: LPBoost vs. AdaBoost", BOOKTITLE = DICTA08, YEAR = "2008", PAGES = "533-539", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125696"} @inproceedings{bb129582, AUTHOR = "Shen, C.H. and Wang, P. and Li, H.X.", TITLE = "LACBoost and FisherBoost: Optimally Building Cascade Classifiers", BOOKTITLE = ECCV10, YEAR = "2010", PAGES = "II: 608-621", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125697"} @article{bb129583, AUTHOR = "Chen, S. and Wang, J.Q. and Ouyang, Y. and Wang, B. and Xu, C.S. and Lu, H.Q.", TITLE = "Boosting part-sense multi-feature learners toward effective object detection", JOURNAL = CVIU, VOLUME = "115", YEAR = "2011", NUMBER = "3", MONTH = "March", PAGES = "364-374", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125698"} @inproceedings{bb129584, AUTHOR = "Wang, P. and Shen, C.H. and Barnes, N.M. and Zheng, H. and Ren, Z.", TITLE = "Asymmetric Totally-Corrective Boosting for Real-Time Object Detection", BOOKTITLE = ACCV10, YEAR = "2010", PAGES = "I: 176-188", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125699"} @inproceedings{bb129585, AUTHOR = "Hao, Z.H. and Shen, C.H. and Barnes, N.M. and Wang, B.", TITLE = "Totally-Corrective Multi-class Boosting", BOOKTITLE = ACCV10, YEAR = "2010", PAGES = "IV: 269-280", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125700"} @inproceedings{bb129586, AUTHOR = "Shen, C.H. and Hao, Z.H.", TITLE = "A direct formulation for totally-corrective multi-class boosting", BOOKTITLE = CVPR11, YEAR = "2011", PAGES = "2585-2592", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125701"} @article{bb129587, AUTHOR = "Zhou, J. and Fu, Z.Y. and Robles Kelly, A.", TITLE = "Structured learning approach to image descriptor combination", JOURNAL = IET-CV, VOLUME = "5", YEAR = "2011", NUMBER = "2", PAGES = "134-142", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125702"} @inproceedings{bb129588, AUTHOR = "Zhou, J. and Fu, Z.Y. and Robles Kelly, A.", TITLE = "Learning the Optimal Transformation of Salient Features for Image Classification", BOOKTITLE = DICTA09, YEAR = "2009", PAGES = "125-131", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125703"} @inproceedings{bb129589, AUTHOR = "Fu, Z.Y. and Caelli, T.M. and Liu, N.J. and Robles Kelly, A.", TITLE = "Boosted Band Ratio Feature Selection for Hyperspectral Image Classification", BOOKTITLE = ICPR06, YEAR = "2006", PAGES = "I: 1059-1062", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125704"} @inproceedings{bb129590, AUTHOR = "Zhang, K. and Jin, H.D. and Fu, Z.Y. and Liu, N.J.", TITLE = "Optimal Learning High-Order Markov Random Fields Priors of Colour Image", BOOKTITLE = ACCV07, YEAR = "2007", PAGES = "I: 482-491", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125705"} @article{bb129591, AUTHOR = "Landesa Vazquez, I. and Alba Castro, J.L.", TITLE = "Shedding light on the asymmetric learning capability of AdaBoost", JOURNAL = PRL, VOLUME = "33", YEAR = "2012", NUMBER = "3", MONTH = "February", PAGES = "247-255", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125706"} @article{bb129592, AUTHOR = "Shen, C.H. and Wang, P. and Shen, F.M. and Wang, H.Z.", TITLE = "U_Boost: Boosting with the Universum", JOURNAL = PAMI, VOLUME = "34", YEAR = "2012", NUMBER = "4", MONTH = "April", PAGES = "825-832", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125707"} @article{bb129593, AUTHOR = "Ribeiro, P.C. and Moreno, P. and Santos Victor, J.", TITLE = "Introducing fuzzy decision stumps in boosting through the notion of neighbourhood", JOURNAL = IET-CV, VOLUME = "6", YEAR = "2012", NUMBER = "3", PAGES = "214-223", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125708"} @inproceedings{bb129594, AUTHOR = "Moreno, P. and Ribeiro, P.C. and Santos Victor, J.", TITLE = "Feature Set Search Space for FuzzyBoost Learning", BOOKTITLE = IbPRIA11, YEAR = "2011", PAGES = "248-255", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125709"} @article{bb129595, AUTHOR = "Cao, J.J. and Kwong, S. and Wang, R.", TITLE = "A noise-detection based AdaBoost algorithm for mislabeled data", JOURNAL = PR, VOLUME = "45", YEAR = "2012", NUMBER = "12", MONTH = "December", PAGES = "4451-4465", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125710"} @article{bb129596, AUTHOR = "Saberian, M.J. and Vasconcelos, N.M.", TITLE = "Learning Optimal Embedded Cascades", JOURNAL = PAMI, VOLUME = "34", YEAR = "2012", NUMBER = "10", MONTH = "October", PAGES = "2005-2018", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125711"} @inproceedings{bb129597, AUTHOR = "Saberian, M.J. and Vasconcelos, N.M.", TITLE = "Boosting algorithms for simultaneous feature extraction and selection", BOOKTITLE = CVPR12, YEAR = "2012", PAGES = "2448-2455", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125712"} @inproceedings{bb129598, AUTHOR = "Saberian, M.J. and Masnadi Shirazi, H. and Vasconcelos, N.M.", TITLE = "TaylorBoost: First and second-order boosting algorithms with explicit margin control", BOOKTITLE = CVPR11, YEAR = "2011", PAGES = "2929-2934", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125713"} @inproceedings{bb129599, AUTHOR = "Moghimi, M. and Belongie, S.J. and Saberian, M.J. and Yang, J. and Vasconcelos, N.M. and Li, L.J.", TITLE = "Boosted Convolutional Neural Networks", BOOKTITLE = BMVC16, YEAR = "2016", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT125714"}