@inproceedings{bb131400,
AUTHOR = "Bosch, A. and Munoz, X. and Oliver, A. and Marti, R.",
TITLE = "Object and Scene Classification:
What does a Supervised Approach Provide us?",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "I: 773-777",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127496"}
@article{bb131401,
AUTHOR = "Rota Bulo, S. and Torsello, A. and Pelillo, M.",
TITLE = "A game-theoretic approach to partial clique enumeration",
JOURNAL = IVC,
VOLUME = "27",
YEAR = "2009",
NUMBER = "7",
MONTH = "June",
PAGES = "911-922",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127497"}
@inproceedings{bb131402,
AUTHOR = "Rota Bulo, S. and Torsello, A. and Pelillo, M.",
TITLE = "A Continuous-Based Approach for Partial Clique Enumeration",
BOOKTITLE = GbRPR07,
YEAR = "2007",
PAGES = "61-70",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127498"}
@inproceedings{bb131403,
AUTHOR = "Albarelli, A. and Rota Bulo, S. and Torsello, A. and Pelillo, M.",
TITLE = "Matching as a non-cooperative game",
BOOKTITLE = ICCV09,
YEAR = "2009",
PAGES = "1319-1326",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127499"}
@inproceedings{bb131404,
AUTHOR = "Rota Bulo, S. and Albarelli, A. and Torsello, A. and Pelillo, M.",
TITLE = "A hypergraph-based approach to affine parameters estimation",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127500"}
@inproceedings{bb131405,
AUTHOR = "Kontschieder, P. and Fiterau, M. and Criminisi, A. and Rota Bulo, S.",
TITLE = "Deep Neural Decision Forests",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "1467-1475",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127501"}
@inproceedings{bb131406,
AUTHOR = "Kontschieder, P. and Rota Bulo, S. and Donoser, M. and Pelillo, M. and Bischof, H.",
TITLE = "Semantic Image Labelling as a Label Puzzle Game",
BOOKTITLE = BMVC11,
YEAR = "2011",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127502"}
@article{bb131407,
AUTHOR = "Genuer, R. and Poggi, J.M. and Tuleau Malot, C.",
TITLE = "Variable selection using random forests",
JOURNAL = PRL,
VOLUME = "31",
YEAR = "2010",
NUMBER = "14",
MONTH = "October",
PAGES = "2225-2236",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127503"}
@article{bb131408,
AUTHOR = "Whalen, S. and Peisert, S. and Bishop, M.",
TITLE = "Multiclass classification of distributed memory parallel computations",
JOURNAL = PRL,
VOLUME = "34",
YEAR = "2013",
NUMBER = "3",
MONTH = "February",
PAGES = "322-329",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127504"}
@article{bb131409,
AUTHOR = "Desir, C. and Bernard, S. and Petitjean, C. and Heutte, L.",
TITLE = "One class random forests",
JOURNAL = PR,
VOLUME = "46",
YEAR = "2013",
NUMBER = "12",
PAGES = "3490-3506",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127505"}
@inproceedings{bb131410,
AUTHOR = "Desir, C. and Bernard, S. and Petitjean, C. and Heutte, L.",
TITLE = "A Random Forest Based Approach for One Class Classification in Medical
Imaging",
BOOKTITLE = MLMI12,
YEAR = "2012",
PAGES = "250-257",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127506"}
@inproceedings{bb131411,
AUTHOR = "Desir, C. and Bernard, S. and Petitjean, C. and Heutte, L.",
TITLE = "A New Random Forest Method for One-Class Classification",
BOOKTITLE = SSSPR12,
YEAR = "2012",
PAGES = "282-290",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127507"}
@article{bb131412,
AUTHOR = "Zhang, L. and Suganthan, P.N.",
TITLE = "Random Forests with ensemble of feature spaces",
JOURNAL = PR,
VOLUME = "47",
YEAR = "2014",
NUMBER = "10",
PAGES = "3429-3437",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127508"}
@article{bb131413,
AUTHOR = "Hernandez Lobato, D. and Martinez Munoz, G. and Suarez, A.",
TITLE = "How large should ensembles of classifiers be?",
JOURNAL = PR,
VOLUME = "46",
YEAR = "2013",
NUMBER = "5",
MONTH = "May",
PAGES = "1323-1336",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127509"}
@article{bb131414,
AUTHOR = "Quadrianto, N. and Ghahramani, Z.",
TITLE = "A Very Simple Safe-Bayesian Random Forest",
JOURNAL = PAMI,
VOLUME = "37",
YEAR = "2015",
NUMBER = "6",
MONTH = "June",
PAGES = "1297-1303",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127510"}
@article{bb131415,
AUTHOR = "Du, P.J. and Samat, A. and Waske, B. and Liu, S.C. and Li, Z.H.",
TITLE = "Random Forest and Rotation Forest for fully polarized SAR image
classification using polarimetric and spatial features",
JOURNAL = PandRS,
VOLUME = "105",
YEAR = "2015",
NUMBER = "1",
PAGES = "38-53",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127511"}
@article{bb131416,
AUTHOR = "Millard, K. and Richardson, M.",
TITLE = "On the Importance of Training Data Sample Selection in Random Forest
Image Classification: A Case Study in Peatland Ecosystem Mapping",
JOURNAL = RS,
VOLUME = "7",
YEAR = "2015",
NUMBER = "7",
PAGES = "8489",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127512"}
@article{bb131417,
AUTHOR = "Balzter, H. and Cole, B. and Thiel, C. and Schmullius, C.",
TITLE = "Mapping CORINE Land Cover from Sentinel-1A SAR and SRTM Digital
Elevation Model Data using Random Forests",
JOURNAL = RS,
VOLUME = "7",
YEAR = "2015",
NUMBER = "11",
PAGES = "14876",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127513"}
@article{bb131418,
AUTHOR = "Liu, X. and Song, M.L. and Tao, D.C. and Liu, Z.C. and Zhang, L.M. and Chen, C. and Bu, J.J.",
TITLE = "Random Forest Construction With Robust Semisupervised Node Splitting",
JOURNAL = IP,
VOLUME = "24",
YEAR = "2015",
NUMBER = "1",
MONTH = "January",
PAGES = "471-483",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127514"}
@inproceedings{bb131419,
AUTHOR = "Liu, X. and Song, M.L. and Tao, D.C. and Liu, Z.C. and Zhang, L.M. and Chen, C. and Bu, J.J.",
TITLE = "Semi-supervised Node Splitting for Random Forest Construction",
BOOKTITLE = CVPR13,
YEAR = "2013",
PAGES = "492-499",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127515"}
@article{bb131420,
AUTHOR = "Belgiu, M. and Dragut, L.",
TITLE = "Random forest in remote sensing:
A review of applications and future directions",
JOURNAL = PandRS,
VOLUME = "114",
YEAR = "2016",
NUMBER = "1",
PAGES = "24-31",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127516"}
@article{bb131421,
AUTHOR = "Xia, J. and Zhang, S.Y. and Cai, G.L. and Li, L. and Pan, Q. and Yan, J. and Ning, G.M.",
TITLE = "Adjusted weight voting algorithm for random forests in handling
missing values",
JOURNAL = PR,
VOLUME = "69",
YEAR = "2017",
NUMBER = "1",
PAGES = "52-60",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127517"}
@article{bb131422,
AUTHOR = "Tsagkrasoulis, D. and Montana, G.",
TITLE = "Random forest regression for manifold-valued responses",
JOURNAL = PRL,
VOLUME = "101",
YEAR = "2018",
NUMBER = "1",
PAGES = "6-13",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127518"}
@article{bb131423,
AUTHOR = "Jampour, M. and Moin, M.S. and Bischof, L.F.Y.H.",
TITLE = "Mapping Forests:
A Comprehensive Approach for Nonlinear Mapping Problems",
JOURNAL = JMIV,
VOLUME = "60",
YEAR = "2018",
NUMBER = "2",
MONTH = "February",
PAGES = "232-245",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127519"}
@article{bb131424,
AUTHOR = "Jinguji, A. and Sato, S. and Nakahara, H.",
TITLE = "An FPGA Realization of a Random Forest with k-Means Clustering Using a
High-Level Synthesis Design",
JOURNAL = IEICE,
VOLUME = "E101-D",
YEAR = "2018",
NUMBER = "2",
MONTH = "February",
PAGES = "354-362",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127520"}
@article{bb131425,
AUTHOR = "Paul, A. and Mukherjee, D.P. and Das, P. and Gangopadhyay, A. and Chintha, A.R. and Kundu, S.",
TITLE = "Improved Random Forest for Classification",
JOURNAL = IP,
VOLUME = "27",
YEAR = "2018",
NUMBER = "8",
MONTH = "August",
PAGES = "4012-4024",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127521"}
@article{bb131426,
AUTHOR = "Paul, A. and Mukherjee, D.P.",
TITLE = "Reinforced quasi-random forest",
JOURNAL = PR,
VOLUME = "94",
YEAR = "2019",
PAGES = "13-24",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127522"}
@article{bb131427,
AUTHOR = "O'Brien, R. and Ishwaran, H.",
TITLE = "A random forests quantile classifier for class imbalanced data",
JOURNAL = PR,
VOLUME = "90",
YEAR = "2019",
PAGES = "232-249",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127523"}
@article{bb131428,
AUTHOR = "Zafari, A. and Zurita Milla, R. and Izquierdo Verdiguier, E.",
TITLE = "Evaluating the Performance of a Random Forest Kernel for Land Cover
Classification",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "5",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127524"}
@article{bb131429,
AUTHOR = "Izquierdo Verdiguier, E. and Zurita Milla, R. and Zafari, A.",
TITLE = "Evaluating the Performance of a Random Forest Kernel for Land Cover
Classification",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127524"}
@article{bb131430,
AUTHOR = "Andrejchenko, V. and Liao, W.Z. and Philips, W. and Scheunders, P.",
TITLE = "Decision Fusion Framework for Hyperspectral Image Classification
Based on Markov and Conditional Random Fields",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "6",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127525"}
@article{bb131431,
AUTHOR = "Kang, B. and Nguyen, T.Q.",
TITLE = "Random Forest With Learned Representations for Semantic Segmentation",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "7",
MONTH = "July",
PAGES = "3542-3555",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127526"}
@article{bb131432,
AUTHOR = "Gazzola, G. and Jeong, M.K.",
TITLE = "Dependence-biased clustering for variable selection with random
forests",
JOURNAL = PR,
VOLUME = "96",
YEAR = "2019",
PAGES = "106980",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127527"}
@article{bb131433,
AUTHOR = "Maas, A.E. and Rottensteiner, F. and Heipke, C.",
TITLE = "A label noise tolerant random forest for the classification of remote
sensing data based on outdated maps for training",
JOURNAL = CVIU,
VOLUME = "188",
YEAR = "2019",
PAGES = "102782",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127528"}
@article{bb131434,
AUTHOR = "Katuwal, R. and Suganthan, P.N. and Zhang, L.",
TITLE = "Heterogeneous oblique random forest",
JOURNAL = PR,
VOLUME = "99",
YEAR = "2020",
PAGES = "107078",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127529"}
@article{bb131435,
AUTHOR = "Zhang, Y.Q. and Cao, G. and Li, X.S. and Wang, B.S. and Fu, P.",
TITLE = "Active Semi-Supervised Random Forest for Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "24",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127530"}
@article{bb131436,
AUTHOR = "Tahir, M. and Taj, I.A. and Assuncao, P.A. and Asif, M.",
TITLE = "Fast video encoding based on random forests",
JOURNAL = RealTimeIP,
VOLUME = "17",
YEAR = "2020",
NUMBER = "4",
MONTH = "August",
PAGES = "1029-1049",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127531"}
@article{bb131437,
AUTHOR = "Vitrack Tamam, S. and Holtzman, L. and Dagan, R. and Levi, S. and Tadmor, Y. and Azizi, T. and Rabinovitz, O. and Naor, A. and Liran, O.",
TITLE = "Random Forest Algorithm Improves Detection of Physiological Activity
Embedded within Reflectance Spectra Using Stomatal Conductance as a
Test Case",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "14",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127532"}
@article{bb131438,
AUTHOR = "Phan, T.N. and Kuch, V. and Lehnert, L.W.",
TITLE = "Land Cover Classification using Google Earth Engine and Random Forest
Classifier: The Role of Image Composition",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "15",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127533"}
@article{bb131439,
AUTHOR = "Obata, S. and Cieszewski, C.J. and Lowe, R.C. and Bettinger, P.",
TITLE = "Random Forest Regression Model for Estimation of the Growing Stock
Volumes in Georgia, USA, Using Dense Landsat Time Series and FIA
Dataset",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127534"}
@article{bb131440,
AUTHOR = "Marques F., P.C.",
TITLE = "Confidence intervals for the random forest generalization error",
JOURNAL = PRL,
VOLUME = "158",
YEAR = "2022",
PAGES = "171-175",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127535"}
@article{bb131441,
AUTHOR = "Boston, T. and van Dijk, A. and Larraondo, P.R. and Thackway, R.",
TITLE = "Comparing CNNs and Random Forests for Landsat Image Segmentation
Trained on a Large Proxy Land Cover Dataset",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "14",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127536"}
@article{bb131442,
AUTHOR = "Jozwicki, D. and Sharma, P. and Mann, I. and Hoppe, U.P.",
TITLE = "Segmentation of PMSE Data Using Random Forests",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "13",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127537"}
@article{bb131443,
AUTHOR = "Bicego, M.",
TITLE = "DisRFC: a dissimilarity-based Random Forest Clustering approach",
JOURNAL = PR,
VOLUME = "133",
YEAR = "2023",
PAGES = "109036",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127538"}
@article{bb131444,
AUTHOR = "Schulthess, U. and Rodrigues, F. and Taymans, M. and Bellemans, N. and Bontemps, S. and Ortiz Monasterio, I. and Gerard, B. and Defourny, P.",
TITLE = "Optimal Sample Size and Composition for Crop Classification with
Sen2-Agri's Random Forest Classifier",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127539"}
@article{bb131445,
AUTHOR = "Almeida, R. and Kijak, E. and Malinowski, S. and Patrocinio, Z.K.G. and Araujo, A.A. and Guimaraes, S.J.F.",
TITLE = "Graph-based image gradients aggregated with random forests",
JOURNAL = PRL,
VOLUME = "166",
YEAR = "2023",
PAGES = "182-189",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127540"}
@article{bb131446,
AUTHOR = "Mensi, A. and Tax, D.M.J. and Bicego, M.",
TITLE = "Detecting outliers from pairwise proximities:
Proximity isolation forests",
JOURNAL = PR,
VOLUME = "138",
YEAR = "2023",
PAGES = "109334",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127541"}
@article{bb131447,
AUTHOR = "Rhodes, J.S. and Cutler, A. and Moon, K.R.",
TITLE = "Geometry- and Accuracy-Preserving Random Forest Proximities",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "9",
MONTH = "September",
PAGES = "10947-10959",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127542"}
@inproceedings{bb131448,
AUTHOR = "Mensi, A. and Cicalese, F. and Bicego, M.",
TITLE = "Using Random Forest Distances for Outlier Detection",
BOOKTITLE = CIAP22,
YEAR = "2022",
PAGES = "III:75-86",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127543"}
@inproceedings{bb131449,
AUTHOR = "Raniero, M. and Bicego, M. and Cicalese, F.",
TITLE = "Distance-Based Random Forest Clustering with Missing Data",
BOOKTITLE = CIAP22,
YEAR = "2022",
PAGES = "III:121-132",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127544"}
@inproceedings{bb131450,
AUTHOR = "Bicego, M. and Escolano, F.",
TITLE = "On learning Random Forests for Random Forest-clustering",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "3451-3458",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127545"}
@inproceedings{bb131451,
AUTHOR = "Mensi, A. and Bicego, M. and Tax, D.M.J.",
TITLE = "Proximity Isolation Forests",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "8021-8028",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127546"}
@inproceedings{bb131452,
AUTHOR = "Tombe, R. and Viriri, S. and Dombeu, J.V.F.",
TITLE = "Scene Classification of Remote Sensing Images Based on Convnet Features
and Multi-Grained Forest",
BOOKTITLE = ISVC20,
YEAR = "2020",
PAGES = "I:731-740",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127547"}
@inproceedings{bb131453,
AUTHOR = "Gupta, K. and Awate, S.P.",
TITLE = "Random Forests for Simultaneous-Multislice (SMS) Undersampled HARDI
Reconstruction and Uncertainty Estimation",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "2626-2630",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127548"}
@inproceedings{bb131454,
AUTHOR = "Mensi, A. and Bicego, M.",
TITLE = "A Novel Anomaly Score for Isolation Forests",
BOOKTITLE = CIAP19,
YEAR = "2019",
PAGES = "I:152-163",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127549"}
@inproceedings{bb131455,
AUTHOR = "Zhou, X. and Ding, P.L.K. and Li, B.",
TITLE = "Improving Robustness of Random Forest Under Label Noise",
BOOKTITLE = WACV19,
YEAR = "2019",
PAGES = "950-958",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127550"}
@inproceedings{bb131456,
AUTHOR = "Qiu, Q.A. and Lezama, J. and Bronstein, A.M. and Sapiro, G.",
TITLE = "ForestHash: Semantic Hashing with Shallow Random Forests and Tiny
Convolutional Networks",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "II: 442-459",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127551"}
@inproceedings{bb131457,
AUTHOR = "Tewari, A. and Gu, F. and Grandidier, F. and Stricker, D.",
TITLE = "Quantitative Evaluation of Salient Deep Neural Network Features Using
Random Forests",
BOOKTITLE = IVMSP18,
YEAR = "2018",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127552"}
@inproceedings{bb131458,
AUTHOR = "Burciu, I. and Martinetz, T. and Barth, E.",
TITLE = "Sensing Forest for Pattern Recognition",
BOOKTITLE = ACIVS17,
YEAR = "2017",
PAGES = "126-137",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127553"}
@inproceedings{bb131459,
AUTHOR = "Kiran, B.R. and Serra, J.",
TITLE = "Cost-Complexity Pruning of Random Forests",
BOOKTITLE = ISMM17,
YEAR = "2017",
PAGES = "222-232",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127554"}
@inproceedings{bb131460,
AUTHOR = "Tran, A. and Manzanera, A.",
TITLE = "Fast growing hough forest as a stable model for object detection",
BOOKTITLE = IPTA16,
YEAR = "2016",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127555"}
@inproceedings{bb131461,
AUTHOR = "Wallenberg, M. and Forssen, P.E.",
TITLE = "Improving Random Forests by Correlation-Enhancing Projections and
Sample-Based Sparse Discriminant Selection",
BOOKTITLE = CRV16,
YEAR = "2016",
PAGES = "222-227",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127556"}
@inproceedings{bb131462,
AUTHOR = "Moradi, M. and Syeda Mahmood, T. and Hor, S.",
TITLE = "Tree-Based Transforms for Privileged Learning",
BOOKTITLE = MLMI16,
YEAR = "2016",
PAGES = "188-195",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127557"}
@inproceedings{bb131463,
AUTHOR = "Naji, D. and Fakir, M. and Bouikhalene, B. and Elayachi, R.",
TITLE = "Recognition of 3D Objects Using Heat Diffusion Equations and Random
Forests",
BOOKTITLE = CGiV16,
YEAR = "2016",
PAGES = "161-166",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127558"}
@inproceedings{bb131464,
AUTHOR = "Rodriguez, A.L. and Sequeira, V.",
TITLE = "Improving Ferns Ensembles by Sparsifying and Quantising Posterior
Probabilities",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "4103-4111",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127559"}
@inproceedings{bb131465,
AUTHOR = "Modolo, D. and Vezhnevets, A. and Ferrari, V.",
TITLE = "Context Forest for Object Class Detection",
BOOKTITLE = BMVC15,
YEAR = "2015",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127560"}
@inproceedings{bb131466,
AUTHOR = "de Vleeschouwer, C. and Legrand, A. and Jacques, L. and Hebert, M.",
TITLE = "Mitigating memory requirements for random trees/ferns",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "227-231",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127561"}
@inproceedings{bb131467,
AUTHOR = "Chen, F. and Liu, Z.C. and Sun, M.T.",
TITLE = "Anomaly detection by using random projection forest",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "1210-1214",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127562"}
@inproceedings{bb131468,
AUTHOR = "Ren, S.Q. and Cao, X.D. and Wei, Y.C. and Sun, J.",
TITLE = "Global refinement of random forest",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "723-730",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127563"}
@inproceedings{bb131469,
AUTHOR = "Baumann, F. and Vogt, K. and Ehlers, A. and Rosenhahn, B.",
TITLE = "Probabilistic nodes for modelling classification uncertainty for
random forest",
BOOKTITLE = MVA15,
YEAR = "2015",
PAGES = "510-513",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127564"}
@inproceedings{bb131470,
AUTHOR = "Villamizar, M. and Garrell, A. and Sanfeliu, A. and Moreno Noguer, F.",
TITLE = "Multimodal Object Recognition Using Random Clustering Trees",
BOOKTITLE = IbPRIA15,
YEAR = "2015",
PAGES = "496-504",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127565"}
@inproceedings{bb131471,
AUTHOR = "Welbl, J.",
TITLE = "Casting Random Forests as Artificial Neural Networks (and Profiting
from It)",
BOOKTITLE = GCPR14,
YEAR = "2014",
PAGES = "765-771",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127566"}
@inproceedings{bb131472,
AUTHOR = "Haeusler, R. and Nair, R. and Kondermann, D.",
TITLE = "Ensemble Learning for Confidence Measures in Stereo Vision",
BOOKTITLE = CVPR13,
YEAR = "2013",
PAGES = "305-312",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127567"}
@inproceedings{bb131473,
AUTHOR = "Wohlhart, P. and Kostinger, M. and Donoser, M. and Roth, P.M. and Bischof, H.",
TITLE = "Optimizing 1-Nearest Prototype Classifiers",
BOOKTITLE = CVPR13,
YEAR = "2013",
PAGES = "460-467",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127568"}
@inproceedings{bb131474,
AUTHOR = "Schulter, S. and Leistner, C. and Bischof, H.",
TITLE = "Fast and accurate image upscaling with super-resolution forests",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "3791-3799",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127569"}
@inproceedings{bb131475,
AUTHOR = "Schulter, S. and Leistner, C. and Wohlhart, P. and Roth, P.M. and Bischof, H.",
TITLE = "Accurate Object Detection with Joint Classification-Regression Random
Forests",
BOOKTITLE = CVPR14,
YEAR = "2014",
PAGES = "923-930",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127570"}
@inproceedings{bb131476,
AUTHOR = "Wohlhart, P. and Lepetit, V.",
TITLE = "Learning descriptors for object recognition and 3D pose estimation",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "3109-3118",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127571"}
@inproceedings{bb131477,
AUTHOR = "Schulter, S. and Leistner, C. and Wohlhart, P. and Roth, P.M. and Bischof, H.",
TITLE = "Alternating Regression Forests for Object Detection and Pose
Estimation",
BOOKTITLE = ICCV13,
YEAR = "2013",
PAGES = "417-424",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127572"}
@inproceedings{bb131478,
AUTHOR = "Schulter, S. and Wohlhart, P. and Leistner, C. and Saffari, A. and Roth, P.M. and Bischof, H.",
TITLE = "Alternating Decision Forests",
BOOKTITLE = CVPR13,
YEAR = "2013",
PAGES = "508-515",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127573"}
@inproceedings{bb131479,
AUTHOR = "Straehle, C. and Kandemir, M. and Koethe, U. and Hamprecht, F.A.",
TITLE = "Multiple Instance Learning with Response-Optimized Random Forests",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "3768-3773",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127574"}
@inproceedings{bb131480,
AUTHOR = "Straehle, C. and Koethe, U. and Hamprecht, F.A.",
TITLE = "Weakly Supervised Learning of Image Partitioning Using Decision Trees
with Structured Split Criteria",
BOOKTITLE = ICCV13,
YEAR = "2013",
PAGES = "1849-1856",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127575"}
@inproceedings{bb131481,
AUTHOR = "Straehle, C. and Peter, S. and Kothe, U. and Hamprecht, F.A.",
TITLE = "K-Smallest Spanning Tree Segmentations",
BOOKTITLE = GCPR13,
YEAR = "2013",
PAGES = "375-384",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127576"}
@inproceedings{bb131482,
AUTHOR = "Baumann, F. and Ehlers, A. and Rosenhahn, B. and Liu, W.",
TITLE = "Sequential Boosting for Learning a Random Forest Classifier",
BOOKTITLE = WACV15,
YEAR = "2015",
PAGES = "442-447",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127577"}
@inproceedings{bb131483,
AUTHOR = "Baumann, F. and Li, F.D. and Ehlers, A. and Rosenhahn, B.",
TITLE = "Thresholding a Random Forest Classifier",
BOOKTITLE = ISVC14,
YEAR = "2014",
PAGES = "II: 95-106",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127578"}
@inproceedings{bb131484,
AUTHOR = "Baumann, F. and Chen, J. and Vogt, K. and Rosenhahn, B.",
TITLE = "Improved Threshold Selection by Using Calibrated Probabilities for
Random Forest Classifiers",
BOOKTITLE = CRV15,
YEAR = "2015",
PAGES = "155-160",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127579"}
@inproceedings{bb131485,
AUTHOR = "Baumann, F. and Ehlers, A. and Vogt, K. and Rosenhahn, B.",
TITLE = "Cascaded Random Forest for Fast Object Detection",
BOOKTITLE = SCIA13,
YEAR = "2013",
PAGES = "131-142",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127580"}
@inproceedings{bb131486,
AUTHOR = "Fu, H. and Zhang, Q. and Qiu, G.P.",
TITLE = "Random Forest for Image Annotation",
BOOKTITLE = ECCV12,
YEAR = "2012",
PAGES = "VI: 86-99",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127581"}
@inproceedings{bb131487,
AUTHOR = "Nowozin, S. and Rother, C. and Bagon, S. and Sharp, T. and Yao, B.P. and Kohli, P.",
TITLE = "Decision tree fields",
BOOKTITLE = ICCV11,
YEAR = "2011",
PAGES = "1668-1675",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127582"}
@inproceedings{bb131488,
AUTHOR = "Lefort, R. and Fablet, R. and Boucher, J.M.",
TITLE = "Weakly Supervised Classification of Objects in Images Using Soft Random
Forests",
BOOKTITLE = ECCV10,
YEAR = "2010",
PAGES = "IV: 185-198",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127583"}
@inproceedings{bb131489,
AUTHOR = "Chu, Y.W. and Liu, T.L.",
TITLE = "Co-occurrence Random Forests for Object Localization and Classification",
BOOKTITLE = ACCV09,
YEAR = "2009",
PAGES = "III: 621-632",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127584"}
@inproceedings{bb131490,
AUTHOR = "Schwing, A.G. and Zach, C. and Zheng, Y.F. and Pollefeys, M.",
TITLE = "Adaptive random forest:
How many 'experts' to ask before making a decision?",
BOOKTITLE = CVPR11,
YEAR = "2011",
PAGES = "1377-1384",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127585"}
@inproceedings{bb131491,
AUTHOR = "Bossard, L. and Guillaumin, M. and Van Gool, L.J.",
TITLE = "Food-101: Mining Discriminative Components with Random Forests",
BOOKTITLE = ECCV14,
YEAR = "2014",
PAGES = "VI: 446-461",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127586"}
@inproceedings{bb131492,
AUTHOR = "Hoo, W.L. and Kim, T.K. and Pei, Y. and Chan, C.S.",
TITLE = "Enhanced Random Forest with Image/Patch-Level Learning for Image
Understanding",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "3434-3439",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127587"}
@inproceedings{bb131493,
AUTHOR = "Wang, L. and Wang, Y.Z. and Zhao, D.B.",
TITLE = "Building Emerging Pattern (EP) Random forest for recognition",
BOOKTITLE = ICIP10,
YEAR = "2010",
PAGES = "1457-1460",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127588"}
@inproceedings{bb131494,
AUTHOR = "Wang, A.P. and Wan, G.W. and Cheng, Z.Q. and Li, S.K.",
TITLE = "An incremental extremely random forest classifier for online learning
and tracking",
BOOKTITLE = ICIP09,
YEAR = "2009",
PAGES = "1449-1452",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127589"}
@inproceedings{bb131495,
AUTHOR = "Perbet, F. and Stenger, B. and Maki, A.",
TITLE = "Random Forest Clustering and Application to Video Segmentation",
BOOKTITLE = BMVC09,
YEAR = "2009",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127590"}
@inproceedings{bb131496,
AUTHOR = "Elgawi, O.H. and Hasegawa, O.",
TITLE = "Online incremental random forests",
BOOKTITLE = ICMV07,
YEAR = "2007",
PAGES = "102-106",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127591"}
@inproceedings{bb131497,
AUTHOR = "Elgawi, O.H.",
TITLE = "Online random forests based on CorrFS and CorrBE",
BOOKTITLE = Learning08,
YEAR = "2008",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127592"}
@inproceedings{bb131498,
AUTHOR = "Prior, M. and Windeatt, T.",
TITLE = "Parameter Tuning using the Out-of-Bootstrap Generalisation Error
Estimate for Stochastic Discrimination and Random Forests",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 498-501",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640rf1.html#TT127593"}
@article{bb131499,
AUTHOR = "Lakany, H.M. and Schukat Talamazzini, E.G. and Niemann, H. and Ghonaimy, M.A.R.",
TITLE = "Object recognition from 2D images using Kohonen
self-organized feature maps",
JOURNAL = PRIA,
VOLUME = "7",
YEAR = "1997",
PAGES = "301-308",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern640so1.html#TT127594"}
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