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        TITLE = "DROID: Driver-Centric Risk Object Identification",
        JOURNAL = PAMI,
        VOLUME = "45",
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        TITLE = "Grounding Human-To-Vehicle Advice for Self-Driving Vehicles",
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        YEAR = "2019",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165040"}

@article{bb169302,
        AUTHOR = "Karlsson, M. and Novakazi, F.",
        TITLE = "Drivers' usage of driving automation systems in different contexts:
A survey in China, Germany, Spain and USA",
        JOURNAL = IET-ITS,
        VOLUME = "17",
        YEAR = "2023",
        NUMBER = "10",
        PAGES = "2004-2019",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165041"}

@article{bb169303,
        AUTHOR = "Cruz Nacpil, E.J. and Han, J. and Jeon, I.",
        TITLE = "Artificial Intelligence-Assisted Robustness of Optoelectronics for
Automated Driving: A Review",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "57-73",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165042"}

@article{bb169304,
        AUTHOR = "Greer, R. and Gopalkrishnan, A. and Keskar, M. and Trivedi, M.M.",
        TITLE = "Patterns of vehicle lights: Addressing complexities of camera-based
vehicle light datasets and metrics",
        JOURNAL = PRL,
        VOLUME = "178",
        YEAR = "2024",
        PAGES = "209-215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165043"}

@article{bb169305,
        AUTHOR = "Xu, X. and Liu, K. and Dai, P.L. and Xie, R. and Cao, J.J. and Luo, J.T.",
        TITLE = "Cooperative Sensing and Heterogeneous Information Fusion in VCPS:
A Multi-Agent Deep Reinforcement Learning Approach",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "4876-4891",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165044"}

@article{bb169306,
        AUTHOR = "Ge, J.W. and Zhang, J.W. and Chang, C. and Zhang, Y. and Yao, D. and Li, L.",
        TITLE = "Task-Driven Controllable Scenario Generation Framework Based on AOG",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "6186-6199",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165045"}

@article{bb169307,
        AUTHOR = "Liu, J.Q. and Zhang, Y.N. and Liu, J. and Wang, Z.B. and Zhang, Z.X.",
        TITLE = "Automated Recognition of Snow-Covered and Icy Road Surfaces Based on
T-Net of Mount Tianshan",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "19",
        PAGES = "3727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165046"}

@article{bb169308,
        AUTHOR = "Jiang, Y. and Li, W.J. and Kuang, J. and Zhang, J. and Wu, Z.C. and Rezaei, M.",
        TITLE = "Strong-Help-Weak: An Online Multi-Task Inference Learning Approach
for Robust Advanced Driver Assistance Systems",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "16653-16665",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165047"}

@article{bb169309,
        AUTHOR = "Yang, W.K. and Bu, Y.C. and Li, D.G. and Xu, W.",
        TITLE = "MCSGCalib: Multi-Constraint-Based Extrinsic Calibration of
Solid-State LiDAR and GNSS/INS for Autonomous Vehicles",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "18791-18804",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165048"}

@article{bb169310,
        AUTHOR = "Sun, C.H. and Sun, P.P. and Wang, J.Q. and Guo, Y. and Zhao, X.M.",
        TITLE = "Understanding LiDAR Performance for Autonomous Vehicles Under
Snowfall Conditions",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "16462-16472",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165049"}

@article{bb169311,
        AUTHOR = "Guo, H.Y. and Shi, W.Q. and Guo, J.Z. and Liu, J. and Cao, D. and Chen, H.",
        TITLE = "Data-Learning Game Output Regulation Approach for Human-Machine
Cooperative Driving Toward Varied Drivers and Vehicles",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "20190-20202",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165050"}

@article{bb169312,
        AUTHOR = "Argui, I. and Gueriau, M. and Ainouz, S.",
        TITLE = "Advancements in Mixed Reality for Autonomous Vehicle Testing and
Advanced Driver Assistance Systems: A Survey",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "19276-19294",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165051"}

@article{bb169313,
        AUTHOR = "Huang, T. and Fu, R. and Sun, Q. and Deng, Z. and Huang, S. and Jin, L.S.",
        TITLE = "Toward Human-Vehicle Collaboration for Automated Vehicles:
A Review and Perspective",
        JOURNAL = ITS,
        VOLUME = "26",
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        NUMBER = "5",
        MONTH = "May",
        PAGES = "5649-5673",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165052"}

@article{bb169314,
        AUTHOR = "Gupta, M. and Velaga, N.R.",
        TITLE = "Impact of Advanced Driving Assistance Warnings Under Distracted and
Time Constraint Conditions on Motorized Two-Wheeler Rider Performance",
        JOURNAL = HMS,
        VOLUME = "55",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "440-449",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165053"}

@article{bb169315,
        AUTHOR = "Xu, Z. and Kang, X.Y. and Zhang, L.H.",
        TITLE = "Multidimensional Cockpit Perception via Mutual Information-Guided
Signal Graph Fusion",
        JOURNAL = SPLetters,
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        YEAR = "2025",
        PAGES = "2719-2723",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165054"}

@article{bb169316,
        AUTHOR = "Zhang, H. and Liu, Y.H. and Zhao, W. and Hu, C. and Zhao, J.",
        TITLE = "Human-Machine Shared Control for Steer-by-Wire Vehicles Using
Improved Reinforcement Learning-Based MPC",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "12688-12700",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165055"}

@article{bb169317,
        AUTHOR = "Zhang, Y.R. and Lou, S. and Hu, Z.X. and Zhu, J. and Lv, C.",
        TITLE = "Socially-Compliant Hierarchical Human-Vehicle Collaboration With
Multimodal Haptic Steering",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "11809-11822",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165056"}

@article{bb169318,
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        TITLE = "UMD-Net: A Unified Multi-Task Assistive Driving Network Based on
Multimodal Fusion",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "12315-12328",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165057"}

@article{bb169319,
        AUTHOR = "Zhang, Y. and Li, Z. and Hu, C. and Zhang, Y.J. and Chen, J.C. and Du, C.L.",
        TITLE = "Human-Machine Shared Steering Decision-Making of Intelligent Vehicles
Based on Heterogeneous Synchronous Reinforcement Learning",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "13869-13881",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165058"}

@article{bb169320,
        AUTHOR = "Swain, S.K. and Lee, S. and Veluvolu, K.C.",
        TITLE = "Reinforcement Learning-Based Human Like Shared Control for Driver
Vehicle Interactions",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "13452-13465",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165059"}

@article{bb169321,
        AUTHOR = "Hu, D. and Huang, C. and Wu, J. and Yuan, X.",
        TITLE = "Toward Multi-Task Generalization in Autonomous Navigation:
A Human-in-the-Loop Adversarial Reinforcement Learning With Diffusion
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        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "19493-19507",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165060"}

@inproceedings{bb169322,
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        TITLE = "Uncertainty-Instructed Structure Injection for Generalizable HD Map
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        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "22359-22368",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165061"}

@inproceedings{bb169323,
        AUTHOR = "Yang, Z. and Wang, J.K. and Zhang, H. and Manivasagam, S. and Chen, Y. and Urtasun, R.",
        TITLE = "GenAssets: Generating in-the-wild 3D Assets in Latent Space",
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@inproceedings{bb169324,
        AUTHOR = "Rowe, L. and Girgis, R. and Gosselin, A. and Paull, L. and Pal, C. and Heide, F.",
        TITLE = "Scenario Dreamer: Vectorized Latent Diffusion for Generating Driving
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        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "17207-17218",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165063"}

@inproceedings{bb169325,
        AUTHOR = "Wu, Y. and Zhu, Y. and Zhang, K. and Qian, J.J. and Xie, J. and Yang, J.",
        TITLE = "WeatherGen: A Unified Diverse Weather Generator for LiDAR Point
Clouds via Spider Mamba Diffusion",
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        YEAR = "2025",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165064"}

@inproceedings{bb169326,
        AUTHOR = "Liu, W.Z. and Wang, W. and Qiao, Y.C. and Guo, Q. and Zhu, J.Y. and Li, P.F. and Chen, Z.L. and Yang, H.M. and Li, Z.W. and Wang, L. and Tan, T. and Liu, H.P.",
        TITLE = "MMTL-UniAD: A Unified Framework for Multimodal and Multi-Task
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        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "6864-6874",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active676.html#TT165065"}

@inproceedings{bb169327,
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        TITLE = "Camera-Based Road Snow Coverage Estimation",
        BOOKTITLE = BRAVO23,
        YEAR = "2023",
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@inproceedings{bb169328,
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        TITLE = "AIDE: A Vision-Driven Multi-View, Multi-Modal, Multi-Tasking Dataset
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        BOOKTITLE = ICCV23,
        YEAR = "2023",
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@inproceedings{bb169329,
        AUTHOR = "Fukuda, T. and Hasegawa, K. and Ishizaki, S. and Nobuhara, S. and Nishino, K.",
        TITLE = "Blindspotnet: Seeing Where We Cannot See",
        BOOKTITLE = AVVision22,
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@inproceedings{bb169330,
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        TITLE = "DRAMA: Joint Risk Localization and Captioning in Driving",
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@inproceedings{bb169331,
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        YEAR = "2022",
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@inproceedings{bb169332,
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        YEAR = "2021",
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@inproceedings{bb169333,
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@inproceedings{bb169334,
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@inproceedings{bb169335,
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@inproceedings{bb169336,
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@inproceedings{bb169337,
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@inproceedings{bb169338,
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@inproceedings{bb169339,
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@inproceedings{bb169340,
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@inproceedings{bb169341,
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@inproceedings{bb169342,
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@inproceedings{bb169343,
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@inproceedings{bb169352,
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@inproceedings{bb169357,
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@inproceedings{bb169358,
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Deep Convolutional Networks",
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@inproceedings{bb169359,
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@inproceedings{bb169361,
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@inproceedings{bb169362,
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applications",
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@inproceedings{bb169363,
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Assistance System (ADAS) Applications",
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@inproceedings{bb169364,
        AUTHOR = "Lu, F. and Lee, S. and Satzoda, R.K. and Trivedi, M.M.",
        TITLE = "Embedded Computing Framework for Vision-Based Real-Time Surround
Threat Analysis and Driver Assistance",
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@inproceedings{bb169365,
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Transfer",
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@inproceedings{bb169366,
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        TITLE = "Moving Object Detection Using SIFT Matching on Three Frames for
Advanced Driver Assistance Systems",
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@inproceedings{bb169367,
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Dynamic Scene",
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@inproceedings{bb169368,
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@inproceedings{bb169369,
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        TITLE = "Car that Knows Before You Do:
Anticipating Maneuvers via Learning Temporal Driving Models",
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@inproceedings{bb169370,
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        TITLE = "DeepDriving:
Learning Affordance for Direct Perception in Autonomous Driving",
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@inproceedings{bb169371,
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Environment-observing Vehicle Cameras",
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@inproceedings{bb169372,
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        TITLE = "Image Based Recognition of Dynamic Traffic Situations by Evaluating the
Exterior Surrounding and Interior Space of Vehicles",
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@inproceedings{bb169373,
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        TITLE = "Automatic Motion Classification for Advanced Driver Assistance Systems",
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@inproceedings{bb169374,
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@inproceedings{bb169375,
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@inproceedings{bb169376,
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        TITLE = "Real time railway extraction by angle alignment measure",
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@inproceedings{bb169377,
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camera",
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@inproceedings{bb169378,
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development of perception-based ADAS",
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@inproceedings{bb169379,
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@inproceedings{bb169380,
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Cooperative Driving System for Mobile Robotic Telepresence",
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@inproceedings{bb169381,
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Driving",
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@inproceedings{bb169382,
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@inproceedings{bb169383,
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Detection",
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@inproceedings{bb169384,
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Structure from Motion for Advanced Driver Assist Systems",
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@inproceedings{bb169385,
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@inproceedings{bb169386,
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@inproceedings{bb169387,
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Automotive Field",
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@inproceedings{bb169388,
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Robust Driver Assistance",
        BOOKTITLE = CAIP13,
        YEAR = "2013",
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@inproceedings{bb169389,
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Assistance Applications",
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@inproceedings{bb169390,
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Occupancy Grid Mapping",
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@inproceedings{bb169391,
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@inproceedings{bb169392,
        AUTHOR = "Choi, J.W. and Ahn, B.T. and Kweon, I.S.",
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        YEAR = "2013",
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@inproceedings{bb169393,
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        YEAR = "2013",
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@inproceedings{bb169394,
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@inproceedings{bb169395,
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@inproceedings{bb169396,
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@inproceedings{bb169397,
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@inproceedings{bb169398,
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@inproceedings{bb169399,
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