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        AUTHOR = "Xie, F. and Lei, C. and Yang, J. and Jin, C.",
        TITLE = "An Effective Classification Scheme for Hyperspectral Image Based on
Superpixel and Discontinuity Preserving Relaxation",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "10",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66707"}

@article{bb69001,
        AUTHOR = "Pan, X. and Zhou, Y. and Chen, Z. and Zhang, C.",
        TITLE = "Texture Relative Superpixel Generation With Adaptive Parameters",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1997-2011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66708"}

@article{bb69002,
        AUTHOR = "Wang, M. and Liu, X.B. and Soomro, N.Q. and Han, G. and Liu, W.H.",
        TITLE = "Content-sensitive superpixel segmentation via self-organization-map
neural network",
        JOURNAL = JVCIR,
        VOLUME = "63",
        YEAR = "2019",
        PAGES = "102572",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66709"}

@article{bb69003,
        AUTHOR = "Zhu, H. and Zhang, Q. and Wang, Q. and Li, H.",
        TITLE = "4D Light Field Superpixel and Segmentation",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        NUMBER = "1",
        PAGES = "85-99",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66710"}

@article{bb69004,
        AUTHOR = "Li, H. and Kwong, S. and Chen, C. and Jia, Y. and Cong, R.",
        TITLE = "Superpixel Segmentation Based on Square-Wise Asymmetric Partition and
Structural Approximation",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2625-2637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66711"}

@article{bb69005,
        AUTHOR = "Liang, M.M. and Jiao, L.C. and Meng, Z.",
        TITLE = "A Superpixel-Based Relational Auto-Encoder for Feature Extraction of
Hyperspectral Images",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "20",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66712"}

@article{bb69006,
        AUTHOR = "Wang, P.Y. and Zhu, H.Q. and Chen, N.",
        TITLE = "UMMS: Efficient Superpixel Segmentation Driven by a Mixture of
Spatially Constrained Uniform Distribution",
        JOURNAL = IEICE,
        VOLUME = "E103-D",
        YEAR = "2020",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "181-185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66713"}

@article{bb69007,
        AUTHOR = "Kang, X.J. and Zhu, L. and Ming, A.",
        TITLE = "Dynamic Random Walk for Superpixel Segmentation",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "3871-3884",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66714"}

@inproceedings{bb69008,
        AUTHOR = "Zhu, L. and Kang, X.J. and Ming, A.",
        TITLE = "Dynamic Random Walk for Superpixel Segmentation",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "VI:540-554",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66714"}

@article{bb69009,
        AUTHOR = "Gaur, U. and Manjunath, B.S.",
        TITLE = "Superpixel Embedding Network",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "3199-3212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66715"}

@article{bb69010,
        AUTHOR = "Singh, N.K. and Singh, N.J. and Kumar, W.K.",
        TITLE = "Image classification using SLIC superpixel and FAAGKFCM image
segmentation",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "487-494",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66716"}

@article{bb69011,
        AUTHOR = "Zhao, L. and Li, Z.H. and Men, C.G. and Liu, Y.M.",
        TITLE = "Superpixels extracted via region fusion with boundary constraint",
        JOURNAL = JVCIR,
        VOLUME = "66",
        YEAR = "2020",
        PAGES = "102743",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66717"}

@article{bb69012,
        AUTHOR = "Wang, H. and Shen, J. and Yin, J. and Dong, X. and Sun, H. and Shao, L.",
        TITLE = "Adaptive Nonlocal Random Walks for Image Superpixel Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "822-834",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66718"}

@article{bb69013,
        AUTHOR = "Luo, B. and Xiong, J.K. and Xu, L. and Pei, Z.",
        TITLE = "Superpixel Segmentation Based on Global Similarity and Contour Region
Transform",
        JOURNAL = IEICE,
        VOLUME = "E103-D",
        YEAR = "2020",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "716-719",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66719"}

@article{bb69014,
        AUTHOR = "Liu, S.C. and Hu, Q. and Tong, X.H. and Xia, J.S. and Du, Q. and Samat, A. and Ma, X.L.",
        TITLE = "A Multi-Scale Superpixel-Guided Filter Feature Extraction and
Selection Approach for Classification of Very-High-Resolution
Remotely Sensed Imagery",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "5",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66720"}

@article{bb69015,
        AUTHOR = "Xiang, D.L. and Wang, W. and Tang, T. and Guan, D.D. and Quan, S.N. and Liu, T. and Su, Y.",
        TITLE = "Adaptive Statistical Superpixel Merging With Edge Penalty for PolSAR
Image Segmentation",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2412-2429",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66721"}

@article{bb69016,
        AUTHOR = "Xiang, D.L. and Zhang, F. and Zhang, W. and Tang, T. and Guan, D.D. and Zhang, L. and Su, Y.",
        TITLE = "Fast Pixel-Superpixel Region Merging for SAR Image Segmentation",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "9319-9335",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66722"}

@article{bb69017,
        AUTHOR = "Kurlin, V. and Muszynski, G.",
        TITLE = "Persistence-based resolution-independent meshes of superpixels",
        JOURNAL = PRL,
        VOLUME = "131",
        YEAR = "2020",
        PAGES = "300-306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66723"}

@article{bb69018,
        AUTHOR = "Leon Lopez, K.M. and Fuentes, H.A.",
        TITLE = "Online Tensor Sparsifying Transform Based on Temporal Superpixels
From Compressive Spectral Video Measurements",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "5953-5963",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66724"}

@article{bb69019,
        AUTHOR = "Liu, L. and Wang, Y. and Peng, J. and Zhang, L. and Zhang, B. and Cao, Y.",
        TITLE = "Latent Relationship Guided Stacked Sparse Autoencoder for
Hyperspectral Imagery Classification",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3711-3725",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66725"}

@article{bb69020,
        AUTHOR = "Zhao, Y.F. and Su, F.Z. and Yan, F.Q.",
        TITLE = "Novel Semi-Supervised Hyperspectral Image Classification Based on a
Superpixel Graph and Discrete Potential Method",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66726"}

@article{bb69021,
        AUTHOR = "Zhang, J.M. and Wang, P.Y. and Gong, F.Y. and Zhu, H.Q. and Chen, N.",
        TITLE = "Content-Based Superpixel Segmentation and Matching Using Its Region
Feature Descriptors",
        JOURNAL = IEICE,
        VOLUME = "E103-D",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1888-1900",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66727"}

@article{bb69022,
        AUTHOR = "Wang, Y.F. and Ding, W.R. and Zhang, B.C. and Li, H.G. and Liu, S.",
        TITLE = "Superpixel Labeling Priors and MRF for Aerial Video Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2590-2603",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66728"}

@article{bb69023,
        AUTHOR = "Condori, M.A.T. and Cappabianco, F.A.M. and Falcao, A.X. and Miranda, P.A.V.",
        TITLE = "An extension of the differential image foresting transform and its
application to superpixel generation",
        JOURNAL = JVCIR,
        VOLUME = "71",
        YEAR = "2020",
        PAGES = "102748",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66729"}

@article{bb69024,
        AUTHOR = "Wu, C. and Zhang, L. and Zhang, H.W. and Yan, H.",
        TITLE = "Superpixel Based Hierarchical Segmentation for Color Image",
        JOURNAL = IEICE,
        VOLUME = "E103-D",
        YEAR = "2020",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2246-2249",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66730"}

@article{bb69025,
        AUTHOR = "Wang, K. and Li, L. and Zhang, J.W.",
        TITLE = "End-to-end trainable network for superpixel and image segmentation",
        JOURNAL = PRL,
        VOLUME = "140",
        YEAR = "2020",
        PAGES = "135-142",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66731"}

@article{bb69026,
        AUTHOR = "Wang, G. and Chen, Y.G. and Gao, M. and Yang, S.C. and Feng, F.Q. and de Baets, B.",
        TITLE = "Boundary detection using unbiased sparseness-constrained
colour-opponent response and superpixel contrast",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "13",
        MONTH = "November",
        PAGES = "2976-2986",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66732"}

@article{bb69027,
        AUTHOR = "Ma, D. and Zhou, Y. and Xin, S. and Wang, W.",
        TITLE = "Convex and Compact Superpixels by Edge- Constrained Centroidal Power
Diagram",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "1825-1839",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66733"}

@article{bb69028,
        AUTHOR = "Zhang, J.C. and Aviles Rivero, A.I. and Heydecker, D. and Zhuang, X.S. and Chan, R. and Schonlieb, C.B.",
        TITLE = "Dynamic spectral residual superpixels",
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        YEAR = "2021",
        PAGES = "107705",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66734"}

@inproceedings{bb69029,
        AUTHOR = "Peng, H.K. and Aviles Rivero, A.I. and Schonlieb, C.B.",
        TITLE = "HERS Superpixels: Deep Affinity Learning for Hierarchical Entropy
Rate Segmentation",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "72-81",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66735"}

@article{bb69030,
        AUTHOR = "Ji, S. and Zhu, H.Q. and Wang, P.Y. and Ling, X.F.",
        TITLE = "Image clustering algorithm using superpixel segmentation and
non-symmetric Gaussian-Cauchy mixture model",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "4132-4143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66736"}

@article{bb69031,
        AUTHOR = "Liu, C.X. and Pang, M.Y. and Zhao, R.B.",
        TITLE = "Novel superpixel-based algorithm for segmenting lung images via
convolutional neural network and random forest",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "4340-4348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66737"}

@article{bb69032,
        AUTHOR = "Li, C. and Guo, B.L. and Liao, N.N. and Gong, J.L. and Han, X.D. and Hou, S.W. and Chen, Z.J. and He, W.P.",
        TITLE = "CONIC: Contour Optimized Non-Iterative Clustering Superpixel
Segmentation",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66738"}

@article{bb69033,
        AUTHOR = "Zhang, Y.X. and Guo, Q. and Zhang, Y.S. and Zhang, C.M.",
        TITLE = "Fast and robust superpixel generation method",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "17",
        MONTH = "December",
        PAGES = "4543-4553",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66739"}

@article{bb69034,
        AUTHOR = "Song, R. and Sun, W.W. and Du, Q.",
        TITLE = "Multiscale Context-Aware Ensemble Deep KELM for Efficient
Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "5114-5130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66740"}

@article{bb69035,
        AUTHOR = "Mukherjee, A. and Sarkar, S. and Saha, S.K.",
        TITLE = "Segmentation of natural images based on super pixel and graph merging",
        JOURNAL = IET-CV,
        VOLUME = "15",
        YEAR = "2021",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66741"}

@article{bb69036,
        AUTHOR = "Wilms, C. and Frintrop, S.",
        TITLE = "DeepFH segmentations for superpixel-based object proposal refinement",
        JOURNAL = IVC,
        VOLUME = "114",
        YEAR = "2021",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66742"}

@inproceedings{bb69037,
        AUTHOR = "Wilms, C. and Frintrop, S.",
        TITLE = "Superpixel-based Refinement for Object Proposal Generation",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4965-4972",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66743"}

@inproceedings{bb69038,
        AUTHOR = "Schacht, B. and Greving, I. and Frintrop, S. and Zeller Plumhoff, B. and Wilms, C.",
        TITLE = "Contextloss: Context Information for Topology-Preserving Segmentation",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "1882-1887",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66744"}

@article{bb69039,
        AUTHOR = "Yuan, Y. and Zhang, W. and Yu, H. and Zhu, Z.L.",
        TITLE = "Superpixels With Content-Adaptive Criteria",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "7702-7716",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66745"}

@article{bb69040,
        AUTHOR = "Li, D. and Kong, F.Q. and Liu, J.H. and Wang, Q.",
        TITLE = "Superpixel-Based Multiple Statistical Feature Extraction Method for
Classification of Hyperspectral Images",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "8738-8753",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66746"}

@article{bb69041,
        AUTHOR = "Chuchvara, A. and Gotchev, A.",
        TITLE = "Efficient Image-Warping Framework for Content-Adaptive Superpixels
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        VOLUME = "28",
        YEAR = "2021",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66747"}

@article{bb69042,
        AUTHOR = "Yin, J.J. and Wang, T. and Du, Y.L. and Liu, X. and Zhou, L.J. and Yang, J.",
        TITLE = "SLIC Superpixel Segmentation for Polarimetric SAR Images",
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        YEAR = "2022",
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@article{bb69043,
        AUTHOR = "Wang, N.N. and Zhang, Y.X.",
        TITLE = "Adaptive and fast image superpixel segmentation approach",
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@article{bb69044,
        AUTHOR = "Zhao, C.H. and Qin, B. and Feng, S. and Zhu, W.X.",
        TITLE = "Multiple Superpixel Graphs Learning Based on Adaptive Multiscale
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66750"}

@article{bb69045,
        AUTHOR = "Zhao, C.H. and Qin, B. and Feng, S. and Zhu, W.X. and Sun, W.W. and Li, W. and Jia, X.P.",
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        YEAR = "2023",
        PAGES = "3606-3621",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66751"}

@article{bb69046,
        AUTHOR = "Liu, J.F. and Wang, Q.S. and Cheng, J.D. and Xiang, D.L. and Jing, W.B.",
        TITLE = "Multitask Learning-Based for SAR Image Superpixel Generation",
        JOURNAL = RS,
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        YEAR = "2022",
        NUMBER = "4",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66752"}

@article{bb69047,
        AUTHOR = "Li, N. and Xiang, D.L. and Sun, X.K. and Hu, C.B. and Su, Y.",
        TITLE = "Multiscale Adaptive PolSAR Image Superpixel Generation Based on Local
Iterative Clustering and Polarimetric Scattering Features",
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        YEAR = "2025",
        PAGES = "307-322",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66753"}

@article{bb69048,
        AUTHOR = "Yi, S. and Ma, H.M. and Wang, X. and Hu, T.Y. and Li, X. and Wang, Y.",
        TITLE = "Weakly-supervised semantic segmentation with superpixel guided local
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@article{bb69049,
        AUTHOR = "Yang, X. and Chen, Z.C. and Zhang, B. and Li, B.P. and Bai, Y.Q. and Chen, P.",
        TITLE = "A Block Shuffle Network with Superpixel Optimization for Landsat
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66755"}

@article{bb69050,
        AUTHOR = "Liu, T. and Dai, F. and Guo, W. and Zhao, F.Q. and Wang, J.F. and Wang, X.X.",
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        NUMBER = "7",
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@article{bb69051,
        AUTHOR = "Mu, C.H. and Dong, Z.D. and Liu, Y.",
        TITLE = "A Two-Branch Convolutional Neural Network Based on Multi-Spectral
Entropy Rate Superpixel Segmentation for Hyperspectral Image
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        YEAR = "2022",
        NUMBER = "7",
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@article{bb69052,
        AUTHOR = "Gay, R. and Lecoutre, J. and Menouret, N. and Morillon, A. and Monasse, P.",
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        YEAR = "2022",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66758"}

@article{bb69053,
        AUTHOR = "Yan, T.M. and Huang, X.L. and Zhao, Q.F.",
        TITLE = "Hierarchical Superpixel Segmentation by Parallel CRTrees Labeling",
        JOURNAL = IP,
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        YEAR = "2022",
        PAGES = "4719-4732",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66759"}

@article{bb69054,
        AUTHOR = "Ouyang, C. and Biffi, C. and Chen, C. and Kart, T. and Qiu, H.Q. and Rueckert, D.",
        TITLE = "Self-Supervised Learning for Few-Shot Medical Image Segmentation",
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        NUMBER = "7",
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@inproceedings{bb69055,
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@article{bb69061,
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Estimation and Determinant Ratio Test Distance",
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@article{bb69068,
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@article{bb69070,
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segmentation of omnidirectional images",
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@inproceedings{bb69088,
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Multi-dimensional Data",
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@article{bb69099,
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Hyperspectral Image Classification",
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Last update:Sep 30, 2026 at 11:45:00