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@article{bb65610,
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@article{bb65612,
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@article{bb65613,
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        TITLE = "A Novel Object-Based Deep Learning Framework for Semantic
Segmentation of Very High-Resolution Remote Sensing Data: Comparison
with Convolutional and Fully Convolutional Networks",
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@article{bb65615,
        AUTHOR = "Jing, L. and Chen, Y. and Tian, Y.",
        TITLE = "Coarse-to-Fine Semantic Segmentation From Image-Level Labels",
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        PAGES = "7503-7520",
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        PAGES = "2914-2925",
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        AUTHOR = "Lin, G. and Shen, C.H. and van den Hengel, A.J. and Reid, I.D.",
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@article{bb65621,
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        TITLE = "Semantic Segmentation With Context Encoding and Multi-Path Decoding",
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@article{bb65623,
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        AUTHOR = "Lopez, J. and Torres, D. and Santos, S. and Atzberger, C.",
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@article{bb65625,
        AUTHOR = "Fu, J. and Liu, J. and Li, Y. and Bao, Y.J. and Yan, W.P. and Fang, Z.W. and Lu, H.Q.",
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        AUTHOR = "Lopez Cifuentes, A. and Escudero Vinolo, M. and Bescos, J. and Garcia Martin, A.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63374"}

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        AUTHOR = "Jiang, B. and Tu, W.X. and Yang, C. and Yuan, J.S.",
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Parsing",
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        AUTHOR = "Diakogiannis, F.I. and Waldner, F. and Caccetta, P. and Wu, C.",
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remotely sensed data",
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        AUTHOR = "Xu, Y. and Dai, W. and Qi, Y. and Zou, J. and Xiong, H.",
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        PAGES = "1874-1888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63377"}

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        AUTHOR = "Cao, J.L. and Pang, Y.W. and Zhao, S.J. and Li, X.L.",
        TITLE = "High-Level Semantic Networks for Multi-Scale Object Detection",
        JOURNAL = CirSysVideo,
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        YEAR = "2020",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3372-3386",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63378"}

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        AUTHOR = "Tang, Q. and Liu, F.G. and Zhang, T. and Jiang, J. and Zhang, Y.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63379"}

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        AUTHOR = "Feng, Y.C. and Sun, X. and Diao, W.H. and Li, J. and Gao, X.",
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@article{bb65634,
        AUTHOR = "Huang, L. and He, M.L. and Tan, C. and Jiang, D. and Li, G.F. and Yu, H.",
        TITLE = "Special Issue Retraction: 
Jointly network image processing: multi-task image semantic
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        NUMBER = "1",
        MONTH = "January",
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        AUTHOR = "Yu, H. and Li, G.F. and Jiang, D. and Tan, C. and He, M.L. and Huang, L.",
        TITLE = "Special Issue Retraction: 
Jointly network image processing: multi-task image semantic
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        NUMBER = "15",
        MONTH = "December",
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@inproceedings{bb65637,
        AUTHOR = "Wang, C.L. and Wu, D. and Nie, J. and Huang, L.",
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        YEAR = "2020",
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        AUTHOR = "Gao, G.W. and Xu, G. and Yu, Y. and Xie, J. and Yang, J. and Yue, D.",
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        AUTHOR = "Baheti, B. and Innani, S. and Gajre, S. and Talbar, S.",
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        TITLE = "Relation Matters: Relational Context-Aware Fully Convolutional
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        NUMBER = "11",
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        AUTHOR = "Mou, L.C. and Hua, Y.S. and Zhu, X.X.",
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        AUTHOR = "Han, H.Y. and Chen, Y.C. and Hsiao, P.Y. and Fu, L.C.",
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@article{bb65648,
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@article{bb65654,
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        TITLE = "NDNet: Narrow While Deep Network for Real-Time Semantic Segmentation",
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@article{bb65655,
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        TITLE = "Conditional Generative Adversarial Network-Based Training Sample Set
Improvement Model for the Semantic Segmentation of High-Resolution
Remote Sensing Images",
        JOURNAL = GeoRS,
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@inproceedings{bb65656,
        AUTHOR = "Zhang, H. and Jiang, Z.G. and Xu, J. and Yao, X.K.",
        TITLE = "Semantic segmentation of ultra-high resolution remote sensing images
based on fully convolutional neural networks",
        BOOKTITLE = CVIDL23,
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@article{bb65657,
        AUTHOR = "Liu, Y. and Zhang, Y.Z. and Liu, S.C. and Coleman, S. and Wang, Z.Y. and Qiu, F.",
        TITLE = "Salient Object Detection by Aggregating Contextual Information",
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        TITLE = "TAGNet: Learning Configurable Context Pathways for Semantic
Segmentation",
        JOURNAL = PAMI,
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        PAGES = "2475-2491",
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@article{bb65659,
        AUTHOR = "Yuan, F.N. and Li, K. and Wang, C.M. and Fang, Z.J.",
        TITLE = "A lightweight network for smoke semantic segmentation",
        JOURNAL = PR,
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@article{bb65660,
        AUTHOR = "Artola, A.",
        TITLE = "Semantic Segmentation: A Zoology of Deep Architectures",
        JOURNAL = IPOL,
        VOLUME = "13",
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@article{bb65661,
        AUTHOR = "Babiloni, F. and Marras, I. and Deng, J.K. and Kokkinos, F. and Maggioni, M. and Chrysos, G. and Torr, P. and Zafeiriou, S.P.",
        TITLE = "Linear Complexity Self-Attention With 3rd  Order Polynomials",
        JOURNAL = PAMI,
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        YEAR = "2023",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "12726-12737",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63407"}

@inproceedings{bb65662,
        AUTHOR = "Babiloni, F. and Marras, I. and Kokkinos, F. and Deng, J.K. and Chrysos, G. and Zafeiriou, S.P.",
        TITLE = "Poly-NL: Linear Complexity Non-local Layers With 3rd Order
Polynomials",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "10498-10508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63408"}

@article{bb65663,
        AUTHOR = "Singha, T. and Pham, D.S. and Krishna, A.",
        TITLE = "Improved Short-term Dense Bottleneck network for efficient scene
analysis",
        JOURNAL = CVIU,
        VOLUME = "235",
        YEAR = "2023",
        PAGES = "103795",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63409"}

@article{bb65664,
        AUTHOR = "Chen, S.J. and Yang, X. and Li, Z.X.",
        TITLE = "Improving semantic segmentation with knowledge reasoning network",
        JOURNAL = JVCIR,
        VOLUME = "96",
        YEAR = "2023",
        PAGES = "103923",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63410"}

@article{bb65665,
        AUTHOR = "Zhong, X.F. and Kuang, W. and Li, Z.X.",
        TITLE = "Adaptive graph reasoning network for object detection",
        JOURNAL = IVC,
        VOLUME = "151",
        YEAR = "2024",
        PAGES = "105248",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63411"}

@article{bb65666,
        AUTHOR = "Abate, A.F. and Cimmino, L. and Lorenzo Navarro, J.",
        TITLE = "An ablation study on part-based face analysis using a Multi-input
Convolutional Neural Network and Semantic Segmentation",
        JOURNAL = PRL,
        VOLUME = "173",
        YEAR = "2023",
        PAGES = "45-49",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63412"}

@article{bb65667,
        AUTHOR = "Zhang, Y.X. and Mazurowski, M.A.",
        TITLE = "Convolutional neural networks rarely learn shape for semantic
segmentation",
        JOURNAL = PR,
        VOLUME = "146",
        YEAR = "2024",
        PAGES = "110018",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63413"}

@article{bb65668,
        AUTHOR = "Xu, G.A. and Li, J.C. and Gao, G.W. and Lu, H.M. and Yang, J. and Yue, D.",
        TITLE = "Lightweight Real-Time Semantic Segmentation Network with Efficient
Transformer and CNN",
        JOURNAL = ITS,
        VOLUME = "24",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "15897-15906",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63414"}

@article{bb65669,
        AUTHOR = "Xu, G. and Jia, W.J. and Wu, T. and Chen, L.G. and Gao, G.W.",
        TITLE = "HAFormer: Unleashing the Power of Hierarchy-Aware Features for
Lightweight Semantic Segmentation",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "4202-4214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63415"}

@article{bb65670,
        AUTHOR = "Liu, B. and Gao, Y.S. and Li, H. and Zhong, Z.H. and Zhao, H.W.",
        TITLE = "Lite-weight semantic segmentation with AG self-attention",
        JOURNAL = IET-CV,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "1",
        PAGES = "72-83",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63416"}

@article{bb65671,
        AUTHOR = "Coupeau, P. and Fasquel, J.B. and Dinomais, M.",
        TITLE = "On the use of GNN-based structural information to improve CNN-based
semantic image segmentation",
        JOURNAL = JVCIR,
        VOLUME = "101",
        YEAR = "2024",
        PAGES = "104167",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63417"}

@inproceedings{bb65672,
        AUTHOR = "Coupeau, P. and Fasquel, J.B. and Dinomais, M.",
        TITLE = "On the relevance of edge-conditioned convolution for GNN-based
semantic image segmentation using spatial relationships",
        BOOKTITLE = IPTA22,
        YEAR = "2022",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63418"}

@inproceedings{bb65673,
        AUTHOR = "Veyer, C. and Coupeau, P. and Humeau Heurtier, A. and Hertz Pannier, L. and Dinomais, M. and Fasquel, J.B.",
        TITLE = "A Multi-View Graph Approach for Morphometry-Aware Semantic Image
Segmentation",
        BOOKTITLE = IPTA25,
        YEAR = "2025",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63419"}

@inproceedings{bb65674,
        AUTHOR = "Chopin, J. and Fasquel, J.B. and Mouchere, H. and Dahyot, R. and Bloch, I.",
        TITLE = "Semantic image segmentation based on spatial relationships and
inexact graph matching",
        BOOKTITLE = IPTA20,
        YEAR = "2020",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63420"}

@article{bb65675,
        AUTHOR = "Chen, L. and Tang, Z. and Li, H.",
        TITLE = "Improving CNN-based semantic segmentation on structurally similar
data using contrastive graph convolutional networks",
        JOURNAL = PR,
        VOLUME = "155",
        YEAR = "2024",
        PAGES = "110622",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63421"}

@article{bb65676,
        AUTHOR = "Ma, Y.D. and Hu, X.Y.",
        TITLE = "TFRNet: Semantic Segmentation Network with Token Filtration and
Refinement Method",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "8242-8254",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63422"}

@article{bb65677,
        AUTHOR = "Bai, S. and Liang, C. and Wang, Z. and Pan, W.C.",
        TITLE = "Information entropy induced graph convolutional network for semantic
segmentation",
        JOURNAL = JVCIR,
        VOLUME = "103",
        YEAR = "2024",
        PAGES = "104217",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63423"}

@article{bb65678,
        AUTHOR = "Ma, Y.D. and Lan, X.B.",
        TITLE = "Semantic segmentation using cross-stage feature reweighting and
efficient self-attention",
        JOURNAL = IVC,
        VOLUME = "145",
        YEAR = "2024",
        PAGES = "104996",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63424"}

@article{bb65679,
        AUTHOR = "Xia, X.F. and Ma, Y.D.",
        TITLE = "Cross-stage feature fusion and efficient self-attention for salient
object detection",
        JOURNAL = JVCIR,
        VOLUME = "104",
        YEAR = "2024",
        PAGES = "104271",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63425"}

@article{bb65680,
        AUTHOR = "Peng, X. and Cheng, J. and Tang, X.Y. and Deng, Z.Q. and Tu, W.X. and Xiong, N.",
        TITLE = "HSNet: An Intelligent Hierarchical Semantic-Aware Network System for
Real-Time Semantic Segmentation",
        JOURNAL = SMCS,
        VOLUME = "54",
        YEAR = "2024",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4318-4330",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63426"}

@article{bb65681,
        AUTHOR = "Rao, Y. and Lv, Q.S. and Sharf, A. and Cheng, Z.L.",
        TITLE = "RWS: Refined Weak Slice for Semantic Segmentation Enhancement",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "5704-5715",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63427"}

@article{bb65682,
        AUTHOR = "Diakogiannis, F.I. and Furby, S. and Caccetta, P. and Wu, X.L. and Ibata, R. and Hlinka, O. and Taylor, J.",
        TITLE = "SSG2: A new modeling paradigm for semantic segmentation",
        JOURNAL = PandRS,
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        YEAR = "2024",
        PAGES = "44-61",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63428"}

@article{bb65683,
        AUTHOR = "Wu, Y.H. and Zhang, S.C. and Liu, Y. and Zhang, L. and Zhan, X. and Zhou, D. and Feng, J.S. and Cheng, M.M. and Zhen, L.L.",
        TITLE = "Low-Resolution Self-Attention for Semantic Segmentation",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "8180-8192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63429"}

@article{bb65684,
        AUTHOR = "Zheng, X. and Luo, Y.H. and Zhou, P.Y. and Wang, L.",
        TITLE = "Distilling efficient Vision Transformers from CNNs for semantic
segmentation",
        JOURNAL = PR,
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        YEAR = "2025",
        PAGES = "111029",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63430"}

@article{bb65685,
        AUTHOR = "Chen, Y.Q. and Chen, Q. and Hu, Q.H. and Cheng, J.",
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detection",
        JOURNAL = PR,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63431"}

@inproceedings{bb65686,
        AUTHOR = "Usman, S.M. and Khan, A.H. and Khalid, N. and Mehmood, Q.",
        TITLE = "Decoding UAV Scenes: A Novel Framework for Deep Semantic Segmentation
Using U-Net and Transformer Hybrids",
        BOOKTITLE = IPTA25,
        YEAR = "2025",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63432"}

@inproceedings{bb65687,
        AUTHOR = "Saha, S. and Gokhale, T.",
        TITLE = "Improving Shift Invariance in Convolutional Neural Networks with
Translation Invariant Polyphase Sampling",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "620-629",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63433"}

@inproceedings{bb65688,
        AUTHOR = "Coscia, P. and Genovese, A. and Scotti, F. and Piuri, V.",
        TITLE = "Features Disentanglement for Explainable Convolutional Neural
Networks",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "514-520",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63434"}

@inproceedings{bb65689,
        AUTHOR = "Chen, H.H. and Chu, X.X. and Ren, Y.J. and Zhao, X. and Huang, K.Q.",
        TITLE = "PeLK: Parameter-Efficient Large Kernel ConvNets with Peripheral
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        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "5557-5567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63435"}

@inproceedings{bb65690,
        AUTHOR = "Xiong, Y. and Li, Z.Q. and Chen, Y.T. and Wang, F. and Zhu, X.Z. and Luo, J.P. and Wang, W.H. and Lu, T. and Li, H.S. and Qiao, Y. and Lu, L.W. and Zhou, J. and Dai, J.F.",
        TITLE = "Efficient Deformable ConvNets: Rethinking Dynamic and Sparse Operator
for Vision Applications",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "5652-5661",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63436"}

@inproceedings{bb65691,
        AUTHOR = "Zampokas, G. and Bouganis, C.S. and Tzovaras, D.",
        TITLE = "Latency Driven Spatially Sparse Optimization for Multi-Branch CNNs
for Semantic Segmentation",
        BOOKTITLE = LLVMCrive24,
        YEAR = "2024",
        PAGES = "949-957",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63437"}

@inproceedings{bb65692,
        AUTHOR = "Du, W.C. and Yang, H.T. and Toe, T.T.",
        TITLE = "An improved image segmentation model of FCN based on residual network",
        BOOKTITLE = CVIDL23,
        YEAR = "2023",
        PAGES = "135-139",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338cnnsem3.html#TT63438"}

@inproceedings{bb65693,
        AUTHOR = "Zhu, J.J. and Luo, Y.H. and Zheng, X. and Wang, H. and Wang, L.",
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Collaborative Learning for Semantic Segmentation",
        BOOKTITLE = ICCV23,
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@inproceedings{bb65694,
        AUTHOR = "Gao, R.",
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        BOOKTITLE = ECV23,
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@inproceedings{bb65695,
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@inproceedings{bb65696,
        AUTHOR = "Zhou, J.X. and Beyerer, J.",
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in Semantic Segmentation",
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@inproceedings{bb65697,
        AUTHOR = "Koenig, A. and Schambach, M. and Otterbach, J.",
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@inproceedings{bb65698,
        AUTHOR = "Lambert, Z. and Le Guyader, C. and Petitjean, C.",
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Segmentation Applied to Radiotherapy",
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@inproceedings{bb65699,
        AUTHOR = "Pastorino, M. and Moser, G. and Serpico, S.B. and Zerubia, J.",
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Segmentation of Remotely Sensed Images",
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