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        TITLE = "Weighted Strong Product Graph Laplacian Regularization for
Hyperspectral Image Mixed-Noise Removal with Superpixel Segmentation",
        JOURNAL = RS,
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        YEAR = "2026",
        NUMBER = "18",
        PAGES = "3162",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment346sp1.html#TT66806"}

@article{bb69101,
        AUTHOR = "Zhang, Y.X. and Guan, J. and Ji, X. and Zhao, Y.Y. and He, X.X. and Li, S.",
        TITLE = "Hierarchical Superpixel Segmentation by Searching Seeds",
        JOURNAL = IP,
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        YEAR = "2026",
        PAGES = "9773-9788",
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@inproceedings{bb69102,
        AUTHOR = "Zhao, Y.L. and Deng, X.H. and Liu, Y.J. and Pei, X.J. and Xia, J.Z. and Chen, W.",
        TITLE = "Fully Exploiting Every Real Sample: SuperPixel Sample Gradient Model
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        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "24316-24325",
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@inproceedings{bb69103,
        AUTHOR = "Hu, T. and Yi, R. and Qian, B. and Zhang, J.N. and Rosin, P.L. and Lai, Y.K.",
        TITLE = "SuperSVG: Superpixel-Based Scalable Vector Graphics Synthesis",
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        YEAR = "2024",
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@inproceedings{bb69104,
        AUTHOR = "Dang, Y.Y. and Gao, Y. and Liu, B. and Li, C.X.",
        TITLE = "APENet: Adaptive Pyramid Pooling and SE Network for Superpixel
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        BOOKTITLE = CVIDL23,
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@inproceedings{bb69105,
        AUTHOR = "Dang, Y.Y. and Wei, J. and Zhang, L.J. and Zhong, Z.",
        TITLE = "LDFUNet: Large-Kernel Convolution and Dynamic Fusion Network for
Superpixel Segmentation",
        BOOKTITLE = CVIDL23,
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@inproceedings{bb69106,
        AUTHOR = "Cosma, R.A. and Knobel, L. and van der Linden, P. and Knigge, D.M. and Bekkers, E.J.",
        TITLE = "Geometric Superpixel Representations for Efficient Image
Classification with Graph Neural Networks",
        BOOKTITLE = VIPriors23,
        YEAR = "2023",
        PAGES = "109-118",
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@inproceedings{bb69107,
        AUTHOR = "Eliasof, M. and Ben Zikri, N. and Treister, E.",
        TITLE = "Rethinking Unsupervised Neural Superpixel Segmentation",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
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@inproceedings{bb69108,
        AUTHOR = "Wang, Y.X. and Wei, Y.C. and Qian, X.M. and Zhu, L. and Yang, Y.",
        TITLE = "AINet: Association Implantation for Superpixel Segmentation",
        BOOKTITLE = ICCV21,
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@inproceedings{bb69109,
        AUTHOR = "Wang, X.H. and Zhao, Q.Y. and Fan, L. and Zhao, Y. and Wang, T.T. and Yan, Q. and Chen, L.",
        TITLE = "Semasuperpixel: A Multi-Channel Probability-Driven Superpixel
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        YEAR = "2021",
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@inproceedings{bb69110,
        AUTHOR = "Yu, Y. and Yang, Y. and Liu, K.Z.",
        TITLE = "Edge-Aware Superpixel Segmentation with Unsupervised Convolutional
Neural Networks",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
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@inproceedings{bb69111,
        AUTHOR = "Cai, L. and Xu, X. and Liew, J.H. and Foo, C.S.",
        TITLE = "Revisiting Superpixels for Active Learning in Semantic Segmentation
with Realistic Annotation Costs",
        BOOKTITLE = CVPR21,
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@inproceedings{bb69112,
        AUTHOR = "Zhu, L. and She, Q. and Zhang, B. and Lu, Y. and Lu, Z.L. and Li, D. and Hu, J.",
        TITLE = "Learning the Superpixel in a Non-iterative and Lifelong Manner",
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        YEAR = "2021",
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@inproceedings{bb69113,
        AUTHOR = "Hartley, T. and Sidorov, K. and Willis, C. and Marshall, D.",
        TITLE = "SWAG-V: Explanations for Video using Superpixels Weighted by Average
Gradients",
        BOOKTITLE = WACV22,
        YEAR = "2022",
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@inproceedings{bb69114,
        AUTHOR = "Hartley, T. and Sidorov, K. and Willis, C. and Marshall, D.",
        TITLE = "SWAG: Superpixels Weighted by Average Gradients for Explanations of
CNNs",
        BOOKTITLE = WACV21,
        YEAR = "2021",
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@inproceedings{bb69115,
        AUTHOR = "Li, X.P. and Xiong, J.L.",
        TITLE = "Content-Sensitive Superpixels Based on Adaptive Regrowth",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
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@inproceedings{bb69116,
        AUTHOR = "Giraud, R. and Pinheiro, R.B. and Berthoumieu, Y.",
        TITLE = "Generalized Shortest Path-based Superpixels for Accurate Segmentation
of Spherical Images",
        BOOKTITLE = ICPR21,
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@inproceedings{bb69117,
        AUTHOR = "Lin, Q.H. and Zhong, W.C. and Lu, J.L.",
        TITLE = "Deep Superpixel Cut for Unsupervised Image Segmentation",
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        YEAR = "2021",
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@inproceedings{bb69118,
        AUTHOR = "Azevedo, M.J.C.E. and Mello, C.A.B.",
        TITLE = "Improvements on the Superpixel Hierarchy Algorithm with Applications to
Image Segmentation and Saliency Detection",
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        YEAR = "2020",
        PAGES = "I:182-193",
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@inproceedings{bb69119,
        AUTHOR = "Huang, J.Y. and Ding, J.J.",
        TITLE = "Generic Image Segmentation in Fully Convolutional Networks by
Superpixel Merging Map",
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        YEAR = "2020",
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@inproceedings{bb69120,
        AUTHOR = "Li, M. and Zou, H. and Ma, Q. and Sun, J. and Cao, X. and Qin, X.",
        TITLE = "Superpixel Segmentation for Polsar Images Based on Hexagon
Initialization and Edge Refinement",
        BOOKTITLE = ISPRS20,
        YEAR = "2020",
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@inproceedings{bb69121,
        AUTHOR = "Zhang, H. and Wu, C. and Zhang, L. and Zheng, H.",
        TITLE = "A Novel Centroid Update Approach For Clustering-Based Superpixel
Methods And Superpixel-Based Edge Detection",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
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@inproceedings{bb69122,
        AUTHOR = "An, J.Q. and Shi, Y.C. and Han, Y.H. and Sun, M.J. and Tian, Q.",
        TITLE = "Extract and Merge: Superpixel Segmentation with Regional Attributes",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXX: 155-170",
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@inproceedings{bb69123,
        AUTHOR = "Yang, F. and Sun, Q. and Jin, H. and Zhou, Z.",
        TITLE = "Superpixel Segmentation With Fully Convolutional Networks",
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        YEAR = "2020",
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@inproceedings{bb69124,
        AUTHOR = "Ye, Z. and Yi, R. and Yu, M. and Liu, Y. and He, Y.",
        TITLE = "Fast Computation of Content-Sensitive Superpixels and Supervoxels
Using Q-Distances",
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        YEAR = "2019",
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@inproceedings{bb69125,
        AUTHOR = "Khan, N. and Zhang, Q. and Kasser, L. and Stone, H. and Kim, M.H. and Tompkin, J.",
        TITLE = "View-Consistent 4D Light Field Superpixel Segmentation",
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@inproceedings{bb69126,
        AUTHOR = "Uziel, R. and Ronen, M. and Freifeld, O.",
        TITLE = "Bayesian Adaptive Superpixel Segmentation",
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@inproceedings{bb69127,
        AUTHOR = "Ye, L. and Zhu, L. and Kang, X. and Ming, A.",
        TITLE = "Adaptive Occlusion Boundary Extraction for Depth Inference",
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        YEAR = "2019",
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@inproceedings{bb69128,
        AUTHOR = "Wu, C. and Zhang, L. and Zhang, H. and Yan, H.",
        TITLE = "Improved Superpixel-Based Fast Fuzzy C-Means Clustering for Image
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        YEAR = "2019",
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@inproceedings{bb69129,
        AUTHOR = "Giraud, R. and Ta, V. and Papadakis, N. and Berthoumieu, Y.",
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@inproceedings{bb69130,
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        TITLE = "Content-Adaptive Superpixel Segmentation Via Image Transformation",
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@inproceedings{bb69131,
        AUTHOR = "de Almeida, C.S.J. and Cousty, J. and Perret, B. and Patrocinio, Z.K.G. and Guimaraes, S.J.F.",
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@inproceedings{bb69132,
        AUTHOR = "de Gregorio, D. and Palli, G. and di Stefano, L.",
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Deformable Linear Objects Segmentation and Model Estimation",
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@article{bb69133,
        AUTHOR = "Derksen, D. and Inglada, J. and Michel, J.",
        TITLE = "Scaling Up SLIC Superpixels Using a Tile-Based Approach",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
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@inproceedings{bb69134,
        AUTHOR = "Tu, W. and Liu, M. and Jampani, V. and Sun, D. and Chien, S. and Yang, M. and Kautz, J.",
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@inproceedings{bb69135,
        AUTHOR = "Davydow, A. and Nikolenko, S.",
        TITLE = "Land Cover Classification with Superpixels and Jaccard Index
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@inproceedings{bb69136,
        AUTHOR = "Wei, Y. and Chang, M. and Ying, Y. and Lim, S.N. and Lyu, S.",
        TITLE = "Explain Black-box Image Classifications Using Superpixel-based
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@inproceedings{bb69137,
        AUTHOR = "Jampani, V. and Sun, D. and Liu, M.Y. and Yang, M.H. and Kautz, J.",
        TITLE = "Superpixel Sampling Networks",
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        YEAR = "2018",
        PAGES = "VII: 363-380",
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@inproceedings{bb69138,
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@inproceedings{bb69139,
        AUTHOR = "Maierhofer, G. and Heydecker, D. and Aviles Rivero, A.I. and Alsaleli, S.M. and Schonlieb, C.B.",
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@inproceedings{bb69140,
        AUTHOR = "Suzuki, T. and Akizuki, S. and Kato, N. and Aoki, Y.",
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@inproceedings{bb69141,
        AUTHOR = "Zhang, L. and Wang, Y. and Sun, Y.",
        TITLE = "Salient Target Detection Based on the Combination of Super-Pixel and
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@inproceedings{bb69142,
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        TITLE = "SSGD: Superpixels using the Shortest Gradient Distance",
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@inproceedings{bb69144,
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@inproceedings{bb69145,
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@inproceedings{bb69147,
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@inproceedings{bb69148,
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@inproceedings{bb69149,
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@inproceedings{bb69155,
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@inproceedings{bb69159,
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@inproceedings{bb69165,
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@inproceedings{bb69166,
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        TITLE = "Fast Superpixel-Based Hierarchical Approach to Image Segmentation",
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@inproceedings{bb69167,
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@inproceedings{bb69168,
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@inproceedings{bb69169,
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spectrum",
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@inproceedings{bb69170,
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        TITLE = "Superpixel segmentation using Linear Spectral Clustering",
        BOOKTITLE = CVPR15,
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@inproceedings{bb69171,
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        BOOKTITLE = CVPR15,
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@inproceedings{bb69172,
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@inproceedings{bb69173,
        AUTHOR = "Fu, P. and Li, C.Y. and Sun, Q.S. and Cai, W.D. and Feng, D.D.",
        TITLE = "Image noise level estimation based on a new adaptive superpixel
classification",
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@inproceedings{bb69174,
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@inproceedings{bb69175,
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        TITLE = "Fast and robust image segmentation using an superpixel based FCM
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@inproceedings{bb69176,
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covariance matrix manifolds",
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@inproceedings{bb69177,
        AUTHOR = "Pan, X. and Zhou, Y.F. and Zhang, C.M. and Liu, Q.",
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smoothness constraints",
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@inproceedings{bb69178,
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        TITLE = "Compact Watershed and Preemptive SLIC: On Improving Trade-offs of
Superpixel Segmentation Algorithms",
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@inproceedings{bb69179,
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@inproceedings{bb69180,
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@inproceedings{bb69181,
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@inproceedings{bb69182,
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        TITLE = "Grid Seams: A Fast Superpixel Algorithm for Real-Time Applications",
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@inproceedings{bb69183,
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@inproceedings{bb69184,
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@inproceedings{bb69186,
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@inproceedings{bb69187,
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@inproceedings{bb69188,
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@inproceedings{bb69193,
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@inproceedings{bb69194,
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@inproceedings{bb69197,
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@inproceedings{bb69198,
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@inproceedings{bb69199,
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