@article{bb148500,
AUTHOR = "Chiu, C.Y. and Markchit, S.",
TITLE = "Effective and efficient indexing in cross-modal hashing-based
datasets",
JOURNAL = SP:IC,
VOLUME = "80",
YEAR = "2020",
PAGES = "115650",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144465"}
@article{bb148501,
AUTHOR = "Tang, B. and He, H.B. and Zhang, S.",
TITLE = "MCENN: A variant of extended nearest neighbor method for pattern
recognition",
JOURNAL = PRL,
VOLUME = "133",
YEAR = "2020",
PAGES = "116-122",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144466"}
@article{bb148502,
AUTHOR = "Abu Aisheh, Z. and Raveaux, R. and Ramel, J.Y.",
TITLE = "Efficient k-nearest neighbors search in graph space",
JOURNAL = PRL,
VOLUME = "134",
YEAR = "2020",
PAGES = "77-86",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144467"}
@article{bb148503,
AUTHOR = "Ma, J.L. and Xiao, B. and Deng, C.",
TITLE = "Graph based semi-supervised classification with probabilistic nearest
neighbors",
JOURNAL = PRL,
VOLUME = "133",
YEAR = "2020",
PAGES = "94-101",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144468"}
@article{bb148504,
AUTHOR = "Eghbali, S. and Ashtiani, H. and Tahvildari, L.",
TITLE = "Online Nearest Neighbor Search Using Hamming Weight Trees",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "7",
MONTH = "July",
PAGES = "1729-1740",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144469"}
@article{bb148505,
AUTHOR = "Hong, W.X. and Tang, X.Y. and Meng, J.J. and Yuan, J.S.",
TITLE = "Asymmetric Mapping Quantization for Nearest Neighbor Search",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "7",
MONTH = "July",
PAGES = "1783-1790",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144470"}
@article{bb148506,
AUTHOR = "Jia, B.B. and Zhang, M.L.",
TITLE = "Multi-dimensional classification via kNN feature augmentation",
JOURNAL = PR,
VOLUME = "106",
YEAR = "2020",
PAGES = "107423",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144471"}
@article{bb148507,
AUTHOR = "Aguilera, J. and Gonzalez, L.C. and Montes y Gomez, M. and Lopez, R. and Escalante, H.J.",
TITLE = "From neighbors to strengths-the k-strongest strengths (kSS)
classification algorithm",
JOURNAL = PRL,
VOLUME = "136",
YEAR = "2020",
PAGES = "301-308",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144472"}
@article{bb148508,
AUTHOR = "Li, H.G.",
TITLE = "1D representation of Laplacian eigenmaps and dual k-nearest neighbours
for unified video coding",
JOURNAL = IET-IPR,
VOLUME = "14",
YEAR = "2020",
NUMBER = "10",
MONTH = "August",
PAGES = "2156-2165",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144473"}
@article{bb148509,
AUTHOR = "Abbas, M. and El Zoghabi, A. and Shoukry, A.",
TITLE = "DenMune: Density peak based clustering using mutual nearest neighbors",
JOURNAL = PR,
VOLUME = "109",
YEAR = "2021",
PAGES = "107589",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144474"}
@article{bb148510,
AUTHOR = "Cariou, C. and Le Moan, S. and Chehdi, K.",
TITLE = "Improving K-Nearest Neighbor Approaches for Density-Based Pixel
Clustering in Hyperspectral Remote Sensing Images",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "22",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144475"}
@article{bb148511,
AUTHOR = "Rastin, N. and Jahromi, M.Z. and Taheri, M.",
TITLE = "A generalized weighted distance k-Nearest Neighbor for multi-label
problems",
JOURNAL = PR,
VOLUME = "114",
YEAR = "2021",
PAGES = "107526",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144476"}
@article{bb148512,
AUTHOR = "Andre, F. and Kermarrec, A.M. and Le Scouarnec, N.",
TITLE = "Quicker ADC:
Unlocking the Hidden Potential of Product Quantization With SIMD",
JOURNAL = PAMI,
VOLUME = "43",
YEAR = "2021",
NUMBER = "5",
MONTH = "May",
PAGES = "1666-1677",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144477"}
@article{bb148513,
AUTHOR = "Su, H.J. and Yu, Y. and Wu, Z.Y. and Du, Q.",
TITLE = "Random Subspace-Based k-Nearest Class Collaborative Representation
for Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "8",
MONTH = "August",
PAGES = "6840-6853",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144478"}
@article{bb148514,
AUTHOR = "Gong, X.W. and Yang, J.H. and Yuan, D. and Bao, W.",
TITLE = "Generalized Large Margin kNN for Partial Label Learning",
JOURNAL = MultMed,
VOLUME = "24",
YEAR = "2022",
PAGES = "1055-1066",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144479"}
@article{bb148515,
AUTHOR = "Bareche, I. and Xia, Y.",
TITLE = "A Distributed Hybrid Indexing for Continuous KNN Query Processing
over Moving Objects",
JOURNAL = IJGI,
VOLUME = "11",
YEAR = "2022",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144480"}
@article{bb148516,
AUTHOR = "Valero Mas, J.J. and Gallego, A.J. and Alonso Jimenez, P. and Serra, X.",
TITLE = "Multilabel Prototype Generation for data reduction in K-Nearest
Neighbour classification",
JOURNAL = PR,
VOLUME = "135",
YEAR = "2023",
PAGES = "109190",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144481"}
@article{bb148517,
AUTHOR = "Qiu, T. and Li, Y.J.",
TITLE = "Hierarchical nearest neighbor descent, in-tree, and clustering",
JOURNAL = PR,
VOLUME = "137",
YEAR = "2023",
PAGES = "109300",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144482"}
@inproceedings{bb148518,
AUTHOR = "Qiu, T. and Li, C.Y. and Li, Y.J.",
TITLE = "D-NND: A Hierarchical Density Clustering Method via Nearest Neighbor
Descent",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "1414-1419",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144483"}
@article{bb148519,
AUTHOR = "Wang, Y.Z. and Pang, W. and Jiao, Z.X.",
TITLE = "An adaptive mutual K-nearest neighbors clustering algorithm based on
maximizing mutual information",
JOURNAL = PR,
VOLUME = "137",
YEAR = "2023",
PAGES = "109273",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144484"}
@article{bb148520,
AUTHOR = "Ali, A. and Hamraz, M. and Gul, N. and Khan, D.M. and Aldahmani, S. and Khan, Z.",
TITLE = "A k nearest neighbour ensemble via extended neighbourhood rule and
feature subsets",
JOURNAL = PR,
VOLUME = "142",
YEAR = "2023",
PAGES = "109641",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144485"}
@article{bb148521,
AUTHOR = "Tobin, J. and Zhang, M.",
TITLE = "A Theoretical Analysis of Density Peaks Clustering and the
Component-Wise Peak-Finding Algorithm",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "2",
MONTH = "February",
PAGES = "1109-1120",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144486"}
@article{bb148522,
AUTHOR = "Chen, J. and Zhang, X.Y. and Yuan, Z.",
TITLE = "Feature selections based on two-type overlap degrees and three-view
granulation measures for k-nearest-neighbor rough sets",
JOURNAL = PR,
VOLUME = "156",
YEAR = "2024",
PAGES = "110837",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144487"}
@article{bb148523,
AUTHOR = "Ai, L.F. and Jiang, C.Y.",
TITLE = "Learning Adaptive Hypersphere: Boosting Efficiency on Approximate
Nearest Neighbor Search",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "2190-2194",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144488"}
@article{bb148524,
AUTHOR = "Xie, J. and Xiang, X.X. and Xia, S. and Jiang, L. and Wang, G. and Gao, X.B.",
TITLE = "MGNR: A Multi-Granularity Neighbor Relationship and Its Application
in KNN Classification and Clustering Methods",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "7956-7972",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144489"}
@article{bb148525,
AUTHOR = "Wang, J. and Feng, F. and Lv, J.H. and Geng, X.",
TITLE = "Residual k-Nearest Neighbors Label Distribution Learning",
JOURNAL = PR,
VOLUME = "158",
YEAR = "2025",
PAGES = "111006",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144490"}
@article{bb148526,
AUTHOR = "Liu, M.Y. and Yang, Z.Y. and Han, W. and Xie, S.L.",
TITLE = "Cluster Guided Truncated Hashing for Enhanced Approximate Nearest
Neighbor Search",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "181-185",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144491"}
@article{bb148527,
AUTHOR = "Ghosh, S. and Vatsa, M. and Singh, R. and Ratha, N.",
TITLE = "On learning discriminative embeddings for optimized top-k matching",
JOURNAL = PR,
VOLUME = "162",
YEAR = "2025",
PAGES = "111341",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144492"}
@article{bb148528,
AUTHOR = "Gao, X.Y. and Chen, Z.Y. and Zhang, B.S. and Wei, J.Z.",
TITLE = "Deep Learning to Hash With Application to Cross-View Nearest Neighbor
Search",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "3882-3892",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144493"}
@article{bb148529,
AUTHOR = "Xie, J.Y. and Yan, H. and Wang, M.Z. and Grant, P.W. and Pedrycz, W.",
TITLE = "WANN-DPC: Density peaks finding clustering based on Weighted Adaptive
Nearest Neighbors",
JOURNAL = PR,
VOLUME = "170",
YEAR = "2026",
PAGES = "111953",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144494"}
@article{bb148530,
AUTHOR = "Ni, Y.T. and Qian, J. and Chen, E. and Yan, S.W. and Ye, J.G.",
TITLE = "GBK-DPC: Density peak clustering based on granular ball with
K-nearest neighbor",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112243",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144495"}
@inproceedings{bb148531,
AUTHOR = "Sabri, M. and Yahyaouy, A. and Balzanella, A. and Verde, R. and Riffi, J. and Tairi, H.",
TITLE = "Functional Local Mean K-Nearest Neighbor:
Introducing a novel metric for improved algorithm performance",
BOOKTITLE = ISCV24,
YEAR = "2024",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144496"}
@inproceedings{bb148532,
AUTHOR = "Nakamura, K. and Nozawa, Y. and Lin, Y.C. and Nakata, K. and Ng, Y.Y.",
TITLE = "Improving Image Clustering with Artifacts Attenuation via
Inference-time Attention Engineering",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "I: 277-295",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144497"}
@inproceedings{bb148533,
AUTHOR = "Nakata, K. and Ng, Y.Y. and Miyashita, D. and Maki, A. and Lin, Y.C. and Deguchi, J.",
TITLE = "Revisiting a kNN-Based Image Classification System with High-Capacity
Storage",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXVII:457-474",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144498"}
@inproceedings{bb148534,
AUTHOR = "Zhang, H. and Tang, B. and Hu, W.Z. and Wang, X.Y.",
TITLE = "Connecting Compression Spaces with Transformer for Approximate Nearest
Neighbor Search",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XIV:515-530",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144499"}
@inproceedings{bb148535,
AUTHOR = "Orozco Alzate, M. and Bicego, M.",
TITLE = "A cheaper Rectified-Nearest-Feature-Line-Segment classifier based on
safe points",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "2787-2794",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144500"}
@inproceedings{bb148536,
AUTHOR = "Ju, X.B. and Shao, S. and Long, H. and Wang, W.Z.",
TITLE = "Nearest Neighbor Classification Based on Activation Space of
Convolutional Neural Network",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "431-437",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144501"}
@inproceedings{bb148537,
AUTHOR = "Jia, B.B. and Zhang, M.L.",
TITLE = "Md-knn: An Instance-based Approach for Multi-Dimensional
Classification",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "126-133",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144502"}
@inproceedings{bb148538,
AUTHOR = "Sarfraz, S. and Sharma, V. and Stiefelhagen, R.",
TITLE = "Efficient Parameter-Free Clustering Using First Neighbor Relations",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "8926-8935",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144503"}
@inproceedings{bb148539,
AUTHOR = "He, X.Y. and Wang, P.S. and Cheng, J.",
TITLE = "K-Nearest Neighbors Hashing",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "2834-2843",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144504"}
@inproceedings{bb148540,
AUTHOR = "Rattaphun, M. and Prayoonwong, A. and Chiu, C.Y.",
TITLE = "Indexing in k-Nearest Neighbor Graph by Hash-Based Hill-Climbing",
BOOKTITLE = MVA19,
YEAR = "2019",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144505"}
@inproceedings{bb148541,
AUTHOR = "Orozco Alzate, M. and Baldo, S. and Bicego, M.",
TITLE = "Relation, Transition and Comparison Between the Adaptive Nearest
Neighbor Rule and the Hypersphere Classifier",
BOOKTITLE = CIAP19,
YEAR = "2019",
PAGES = "I:141-151",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144506"}
@inproceedings{bb148542,
AUTHOR = "Zamora, J. and Allende Cid, H. and Mendoza, M.",
TITLE = "A Distributed Shared Nearest Neighbors Clustering Algorithm",
BOOKTITLE = CIARP17,
YEAR = "2017",
PAGES = "710-718",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144507"}
@inproceedings{bb148543,
AUTHOR = "Ezghari, S. and Benouini, R. and Zahi, A. and Zenkouar, K.",
TITLE = "Learning efficient and interpretable prototypes from data for nearest
neighbor classification method",
BOOKTITLE = ISCV17,
YEAR = "2017",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144508"}
@inproceedings{bb148544,
AUTHOR = "Iwai, Y. and Nishiyama, M. and Yoshimura, H.",
TITLE = "Asymmetric locality preserving projection and its application to
k-nearest neighbor method",
BOOKTITLE = MVA17,
YEAR = "2017",
PAGES = "55-58",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144509"}
@inproceedings{bb148545,
AUTHOR = "Aryal, A.M. and Wang, S.J.",
TITLE = "Discovery of patterns in spatio-temporal data using clustering
techniques",
BOOKTITLE = ICIVC17,
YEAR = "2017",
PAGES = "990-995",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144510"}
@inproceedings{bb148546,
AUTHOR = "Bicego, M. and Loog, M.",
TITLE = "Weighted K-Nearest Neighbor revisited",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "1642-1647",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144511"}
@inproceedings{bb148547,
AUTHOR = "Barddal, J.P. and Gomes, H.M. and Granatyr, J. and de Souza Britto, A. and Enembreck, F.",
TITLE = "Overcoming feature drifts via dynamic feature weighted k-nearest
neighbor learning",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "2186-2191",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144512"}
@inproceedings{bb148548,
AUTHOR = "Ozan, E.C. and Kiranyaz, S. and Gabbouj, M.",
TITLE = "Joint K-Means quantization for Approximate Nearest Neighbor Search",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "3645-3649",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144513"}
@inproceedings{bb148549,
AUTHOR = "Ozan, E.C. and Riabchenko, E. and Kiranyaz, S. and Gabbouj, M.",
TITLE = "A vector quantization based k-NN approach for large-scale image
classification",
BOOKTITLE = IPTA16,
YEAR = "2016",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144514"}
@inproceedings{bb148550,
AUTHOR = "Woodley, A. and Chappell, T. and Geva, S. and Nayak, R.",
TITLE = "Efficient Feature Selection and Nearest Neighbour Search for
Hyperspectral Image Classification",
BOOKTITLE = DICTA16,
YEAR = "2016",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144515"}
@inproceedings{bb148551,
AUTHOR = "Harwood, B. and Drummond, T.W.",
TITLE = "FANNG: Fast Approximate Nearest Neighbour Graphs",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "5713-5722",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144516"}
@inproceedings{bb148552,
AUTHOR = "Heo, J.P. and Lin, Z. and Shen, X.H. and Brandt, J. and Yoon, S.E.",
TITLE = "Shortlist Selection with Residual-Aware Distance Estimator for
K-Nearest Neighbor Search",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2009-2017",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144517"}
@inproceedings{bb148553,
AUTHOR = "Franti, P. and Mariescu Istodor, R. and Zhong, C.M.",
TITLE = "XNN Graph",
BOOKTITLE = SSSPR16,
YEAR = "2016",
PAGES = "207-217",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144518"}
@inproceedings{bb148554,
AUTHOR = "Malach, T. and Pomenkova, J.",
TITLE = "Learning of a robusted nearest neighbor classifier using multiple
training data",
BOOKTITLE = WSSIP16,
YEAR = "2016",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144519"}
@inproceedings{bb148555,
AUTHOR = "Wang, Z. and Yuan, X.T. and Liu, Q. and Yan, S.C.",
TITLE = "Additive Nearest Neighbor Feature Maps",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "2866-2874",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144520"}
@inproceedings{bb148556,
AUTHOR = "Nguyen, T.A. and Matsui, Y. and Yamasaki, T. and Aizawa, K.",
TITLE = "Searching for nearest neighbors with a dense space partitioning",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "4461-4465",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144521"}
@inproceedings{bb148557,
AUTHOR = "Liu, Q.F. and Puthenputhussery, A. and Liu, C.J.",
TITLE = "Novel general KNN classifier and general nearest mean classifier for
visual classification",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "1810-1814",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144522"}
@inproceedings{bb148558,
AUTHOR = "Bhattacharya, G. and Ghosh, K. and Chowdhury, A.S.",
TITLE = "kNN Classification with an Outlier Informative Distance Measure",
BOOKTITLE = PReMI17,
YEAR = "2017",
PAGES = "21-27",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144523"}
@inproceedings{bb148559,
AUTHOR = "Bhattacharya, G. and Ghosh, K. and Chowdhury, A.S.",
TITLE = "A probabilistic framework for dynamic k estimation in kNN classifiers
with certainty factor",
BOOKTITLE = ICAPR15,
YEAR = "2015",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144524"}
@inproceedings{bb148560,
AUTHOR = "Reineking, T. and Kluth, T. and Nakath, D.",
TITLE = "Adaptive Information Selection in Images:
Efficient Naive Bayes Nearest Neighbor Classification",
BOOKTITLE = CAIP15,
YEAR = "2015",
PAGES = "I:350-361",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144525"}
@inproceedings{bb148561,
AUTHOR = "Saeedan, F. and Caputo, B.",
TITLE = "Towards Learning Free Naive Bayes Nearest Neighbor-Based Domain
Adaptation",
BOOKTITLE = CIAP15,
YEAR = "2015",
PAGES = "II:320-331",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144526"}
@inproceedings{bb148562,
AUTHOR = "Alhammami, M. and Ooi, C.P. and Tan, W.H.",
TITLE = "Violence Recognition Using Harmonic Mean of Distances and Relational
Velocity with K-Nearest Neighbour Classifier",
BOOKTITLE = IVIC15,
YEAR = "2015",
PAGES = "132-139",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144527"}
@inproceedings{bb148563,
AUTHOR = "Liu, Q.F. and Liu, C.J.",
TITLE = "A novel locally linear KNN model for visual recognition",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "1329-1337",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144528"}
@inproceedings{bb148564,
AUTHOR = "Li, X.Z. and Kurita, T.",
TITLE = "Nonlinear discriminant analysis using K nearest neighbor estimation",
BOOKTITLE = FCV15,
YEAR = "2015",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144529"}
@inproceedings{bb148565,
AUTHOR = "Herranz, L. and Jiang, S.Q.",
TITLE = "Accuracy and Specificity Trade-off in
K-nearest Neighbors Classification",
BOOKTITLE = ACCV14,
YEAR = "2014",
PAGES = "II: 133-146",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144530"}
@inproceedings{bb148566,
AUTHOR = "Ren, W.Q. and Yu, Y. and Zhang, J. and Huang, K.Q.",
TITLE = "Learning Convolutional Nonlinear Features for K Nearest Neighbor
Image Classification",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "4358-4363",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144531"}
@inproceedings{bb148567,
AUTHOR = "Park, M.W. and Gunda, K. and Gupta, H. and Shafique, K.",
TITLE = "Optimized Transform Coding for Approximate KNN Search",
BOOKTITLE = BMVC14,
YEAR = "2014",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144532"}
@inproceedings{bb148568,
AUTHOR = "Kalayeh, M.M. and Idrees, H. and Shah, M.",
TITLE = "NMF-KNN: Image Annotation Using Weighted Multi-view Non-negative
Matrix Factorization",
BOOKTITLE = CVPR14,
YEAR = "2014",
PAGES = "184-191",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144533"}
@inproceedings{bb148569,
AUTHOR = "Tommasi, T. and Caputo, B.",
TITLE = "Frustratingly Easy NBNN Domain Adaptation",
BOOKTITLE = ICCV13,
YEAR = "2013",
PAGES = "897-904",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144534"}
@inproceedings{bb148570,
AUTHOR = "Jin, Z.M. and Hu, Y. and Lin, Y. and Zhang, D. and Lin, S. and Cai, D. and Li, X.L.",
TITLE = "Complementary Projection Hashing",
BOOKTITLE = ICCV13,
YEAR = "2013",
PAGES = "257-264",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144535"}
@inproceedings{bb148571,
AUTHOR = "Badr, M. and Vodislav, D. and Picard, D. and Yin, S.Y. and Gosselin, P.H.",
TITLE = "Multi-criteria search algorithm:
An efficient approximate k-NN algorithm for image retrieval",
BOOKTITLE = ICIP13,
YEAR = "2013",
PAGES = "2901-2905",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144536"}
@inproceedings{bb148572,
AUTHOR = "Wan, J. and Tang, S. and Zhang, Y.D. and Huang, L. and Li, J.T.",
TITLE = "Data driven multi-index hashing",
BOOKTITLE = ICIP13,
YEAR = "2013",
PAGES = "2670-2673",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144537"}
@inproceedings{bb148573,
AUTHOR = "Tepper, M. and Muse, P. and Almansa, A. and Mejail, M.E.",
TITLE = "Boruvka Meets Nearest Neighbors",
BOOKTITLE = CIARP13,
YEAR = "2013",
PAGES = "II:560-567",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144538"}
@inproceedings{bb148574,
AUTHOR = "Premachandran, V. and Kakarala, R.",
TITLE = "Consensus of k-NNs for Robust Neighborhood Selection on Graph-Based
Manifolds",
BOOKTITLE = CVPR13,
YEAR = "2013",
PAGES = "1594-1601",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144539"}
@inproceedings{bb148575,
AUTHOR = "Lin, Y. and Jin, R. and Cai, D. and Yan, S.C. and Li, X.L.",
TITLE = "Compressed Hashing",
BOOKTITLE = CVPR13,
YEAR = "2013",
PAGES = "446-451",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144540"}
@inproceedings{bb148576,
AUTHOR = "Vascon, S. and Cristani, M.",
TITLE = "Using Dominant Sets for k-NN Prototype Selection",
BOOKTITLE = CIAP13,
YEAR = "2013",
PAGES = "II:131-140",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144541"}
@inproceedings{bb148577,
AUTHOR = "O'Hara, S. and Draper, B.A.",
TITLE = "Are you using the right approximate nearest neighbor algorithm?",
BOOKTITLE = WACV13,
YEAR = "2013",
PAGES = "9-14",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144542"}
@inproceedings{bb148578,
AUTHOR = "d'Ambrosio, R. and Ali, W.B.H. and Nock, R. and Soda, P. and Nielsen, F. and Barlaud, M.",
TITLE = "Biomedical Images Classification by Universal Nearest Neighbours
Classifier Using Posterior Probability",
BOOKTITLE = MLMI12,
YEAR = "2012",
PAGES = "119-127",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144543"}
@inproceedings{bb148579,
AUTHOR = "Olonetsky, I. and Avidan, S.",
TITLE = "TreeCANN: k-d Tree Coherence Approximate Nearest Neighbor Algorithm",
BOOKTITLE = ECCV12,
YEAR = "2012",
PAGES = "IV: 602-615",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144544"}
@inproceedings{bb148580,
AUTHOR = "Mora, K.F. and Paredes, R.",
TITLE = "Compact and Efficient Permutations for Proximity Searching",
BOOKTITLE = MCPR12,
YEAR = "2012",
PAGES = "207-215",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144545"}
@inproceedings{bb148581,
AUTHOR = "Tellez, E.S. and Chavez, E.",
TITLE = "The List of Clusters Revisited",
BOOKTITLE = MCPR12,
YEAR = "2012",
PAGES = "187-196",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144546"}
@inproceedings{bb148582,
AUTHOR = "Wang, J. and Wang, J.D. and Zeng, G. and Tu, Z.W. and Gan, R. and Li, S.P.",
TITLE = "Scalable k-NN graph construction for visual descriptors",
BOOKTITLE = CVPR12,
YEAR = "2012",
PAGES = "1106-1113",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144547"}
@inproceedings{bb148583,
AUTHOR = "McCann, S. and Lowe, D.G.",
TITLE = "Efficient Detection for Spatially Local Coding",
BOOKTITLE = RoLoD14,
YEAR = "2014",
PAGES = "615-629",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144549"}
@inproceedings{bb148584,
AUTHOR = "Lowe, D.G. and McCann, S.",
TITLE = "Efficient Detection for Spatially Local Coding",
BOOKTITLE = ACCV12,
YEAR = "2012",
PAGES = "I:204-217",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144549"}
@inproceedings{bb148585,
AUTHOR = "McCann, S. and Lowe, D.G.",
TITLE = "Local Naive Bayes Nearest Neighbor for image classification",
BOOKTITLE = CVPR12,
YEAR = "2012",
PAGES = "3650-3656",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144550"}
@inproceedings{bb148586,
AUTHOR = "He, K. and Sun, J.",
TITLE = "Computing nearest-neighbor fields via Propagation-Assisted KD-Trees",
BOOKTITLE = CVPR12,
YEAR = "2012",
PAGES = "111-118",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144551"}
@inproceedings{bb148587,
AUTHOR = "Zhang, Z.M. and Sturgess, P. and Sengupta, S. and Crook, N. and Torr, P.H.S.",
TITLE = "Efficient discriminative learning of parametric nearest neighbor
classifiers",
BOOKTITLE = CVPR12,
YEAR = "2012",
PAGES = "2232-2239",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144552"}
@inproceedings{bb148588,
AUTHOR = "McCall, C. and Reddy, K. and Shah, M.",
TITLE = "Macro-Class Selection for Hierarchical K-NN Classification
of Inertial Sensor Data",
BOOKTITLE = "PECCS12",
YEAR = "2012",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144553"}
@inproceedings{bb148589,
AUTHOR = "Tuytelaars, T. and Fritz, M. and Saenko, K. and Darrell, T.J.",
TITLE = "The NBNN kernel",
BOOKTITLE = ICCV11,
YEAR = "2011",
PAGES = "1824-1831",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144554"}
@inproceedings{bb148590,
AUTHOR = "Paredes, R. and Girolami, M.",
TITLE = "On the Use of Diagonal and Class-Dependent Weighted Distances for the
Probabilistic k-Nearest Neighbor",
BOOKTITLE = IbPRIA11,
YEAR = "2011",
PAGES = "265-272",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144555"}
@inproceedings{bb148591,
AUTHOR = "Kobayashi, T. and Shimizu, I.",
TITLE = "Fast Density Estimation for Approximated k Nearest Neighbor
Classification",
BOOKTITLE = FHR10,
YEAR = "2010",
PAGES = "345-351",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144556"}
@inproceedings{bb148592,
AUTHOR = "Chernoff, K. and Nielsen, M.",
TITLE = "Weighting of the k-Nearest-Neighbors",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "666-669",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144557"}
@inproceedings{bb148593,
AUTHOR = "Chen, Q. and Sun, S.L.",
TITLE = "Hierarchical Large Margin Nearest Neighbor Classification",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "906-909",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144558"}
@inproceedings{bb148594,
AUTHOR = "Behmo, R. and Marcombes, P. and Dalalyan, A.S. and Prinet, V.",
TITLE = "Towards Optimal Naive Bayes Nearest Neighbor",
BOOKTITLE = ECCV10,
YEAR = "2010",
PAGES = "IV: 171-184",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144559"}
@inproceedings{bb148595,
AUTHOR = "Eftekhari, A. and Abrishami Moghaddam, H. and Babaie Zadeh, M. and Moin, M.S.",
TITLE = "Two dimensional compressive classifier for sparse images",
BOOKTITLE = ICIP09,
YEAR = "2009",
PAGES = "2137-2140",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144560"}
@inproceedings{bb148596,
AUTHOR = "Eftekhari, A. and Abrishami Moghaddam, H. and Babaie Zadeh, M.",
TITLE = "k/K-Nearest Neighborhood Criterion for Improvement of Locally Linear
Embedding",
BOOKTITLE = CAIP09,
YEAR = "2009",
PAGES = "808-815",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144561"}
@inproceedings{bb148597,
AUTHOR = "Rodriguez, Y. and de Baets, B. and Garcia, M.M. and Morell, C. and Grau, R.",
TITLE = "A Correlation-Based Distance Function for Nearest Neighbor
Classification",
BOOKTITLE = CIARP08,
YEAR = "2008",
PAGES = "284-291",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144562"}
@inproceedings{bb148598,
AUTHOR = "Boiman, O. and Shechtman, E. and Irani, M.",
TITLE = "In defense of Nearest-Neighbor based image classification",
BOOKTITLE = CVPR08,
YEAR = "2008",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144563"}
@inproceedings{bb148599,
AUTHOR = "Garcia, V. and Nielsen, F.",
TITLE = "Searching High-Dimensional Neighbours: CPU-Based Tailored
Data-Structures Versus GPU-Based Brute-Force Method",
BOOKTITLE = MIRAGE09,
YEAR = "2009",
PAGES = "425-436",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621.html#TT144564"}
Last update:Nov 26, 2025 at 20:24:09