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We present DC-Gaussian, a new method for generating novel views from in-vehicle dash cam videos.
Separating reflections and lighting using independent components analysis
Hany Farid and Edward H Adelson · 1999
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Polarization-based decorrelation of transparent layers: The inclination angle of an invisible surface
Yoav Y Schechner, Joseph Shamir, and Nahum Kiryati · 1999
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The OpenCV Library
G. Bradski · 2000
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Layer extraction from multiple images containing reflections and transparency
Richard Szeliski, Shai Avidan, and Padmanabhan Anandan · 2000
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Ewa splatting
Matthias Zwicker, Hanspeter Pfister, Jeroen Van Baar, and Markus Gross · 2002
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Image quality assessment: from error visibility to structural similarity
Zhou Wang, Alan C Bovik, Hamid R Sheikh, and Eero P Simoncelli · 2004
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User assisted separation of reflections from a single image using a sparsity prior
Anat Levin and Yair Weiss · 2007
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Patchmatch: A randomized correspondence algorithm for structural image editing
Connelly Barnes, Eli Shechtman, Adam Finkelstein, and Dan B Goldman · 2009
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Single image layer separation using relative smoothness
Yu Li and Michael S Brown · 2014
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Reflection removal using ghosting cues
YiChang Shih, Dilip Krishnan, Fredo Durand, and William T Freeman · 2015
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Reflection removal for in-vehicle black box videos
Christian Simon and In Kyu Park · 2015
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Pixelwise view selection for unstructured multi-view stereo
Johannes L Schönberger, Enliang Zheng, Jan-Michael Frahm, and Marc Pollefeys · 2016
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Automatic reflection removal using gradient intensity and motion cues
Chao Sun, Shuaicheng Liu, Taotao Yang, Bing Zeng, Zhengning Wang, and Guanghui Liu · 2016
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Single image reflection suppression
Nikolaos Arvanitopoulos, Radhakrishna Achanta, and Sabine Susstrunk · 2017
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A generic deep architecture for single image reflection removal and image smoothing
Qingnan Fan, Jiaolong Yang, Gang Hua, Baoquan Chen, and David Wipf · 2017
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Pwc-net: Cnns for optical flow using pyramid, warping, and cost volume
Deqing Sun, Xiaodong Yang, Ming-Yu Liu, and Jan Kautz · 2017
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Seeing deeply and bidirectionally: A deep learning approach for single image reflection removal
Jie Yang, Dong Gong, Lingqiao Liu, and Qinfeng Shi · 2018
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Wilddash-creating hazard-aware benchmarks
Oliver Zendel, Katrin Honauer, Markus Murschitz, Daniel Steininger, and Gustavo Fernandez Dominguez · 2018
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The unreasonable effectiveness of deep features as a perceptual metric
Richard Zhang, Phillip Isola, Alexei A Efros, Eli Shechtman, and Oliver Wang · 2018
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Single image reflection separation with perceptual losses
Xuaner Zhang, Ren Ng, and Qifeng Chen · 2018
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D 2 -city: a large-scale dashcam video dataset of diverse traffic scenarios
Zhengping Che, Guangyu Li, Tracy Li, Bo Jiang, Xuefeng Shi, Xinsheng Zhang, Ying Lu, Guobin Wu, Yan Liu, and Jieping Ye · 2019
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" double-dip": unsupervised image decomposition via coupled deep-image-priors
Yosef Gandelsman, Assaf Shocher, and Michal Irani · 2019
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Removing reflection from a single image with ghosting effect
Yan Huang, Yuhui Quan, Yong Xu, Ruotao Xu, and Hui Ji · 2019
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Reflection separation using a pair of unpolarized and polarized images
Youwei Lyu, Zhaopeng Cui, Si Li, Marc Pollefeys, and Boxin Shi · 2019
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From coarse to fine: Robust hierarchical localization at large scale
Paul-Edouard Sarlin, Cesar Cadena, Roland Siegwart, and Marcin Dymczyk · 2019
Cited alongside, same era.
Single image reflection removal exploiting misaligned training data and network enhancements
Kaixuan Wei, Jiaolong Yang, Ying Fu, David Wipf, and Hua Huang · 2019
Cited alongside, same era.
Fast single image reflection suppression via convex optimization
Yang Yang, Wenye Ma, Yin Zheng, Jian-Feng Cai, and Weiyu Xu · 2019
Cited alongside, same era.
nuscenes: A multimodal dataset for autonomous driving
Holger Caesar, Varun Bankiti, Alex H Lang, Sourabh Vora, Venice Erin Liong, Qiang Xu, Anush Krishnan, Yu Pan, Giancarlo Baldan, and Oscar Beijbom · 2020
Cited alongside, same era.
Polarized reflection removal with perfect alignment in the wild
Chenyang Lei, Xuhua Huang, Mengdi Zhang, Qiong Yan, Wenxiu Sun, and Qifeng Chen · 2020
Cited alongside, same era.
Learning to see through obstructions
Switch-nerf: Learning scene decomposition with mixture of experts for large-scale neural radiance fields
MI Zhenxing and Dan Xu · 2022
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Neural transmitted radiance fields
Chengxuan Zhu, Renjie Wan, and Boxin Shi · 2022
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Zip-nerf: Anti-aliased grid-based neural radiance fields
Jonathan T Barron, Ben Mildenhall, Dor Verbin, Pratul P Srinivasan, and Peter Hedman · 2023
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Meteor: A dense, heterogeneous, and unstructured traffic dataset with rare behaviors
Rohan Chandra, Xijun Wang, Mridul Mahajan, Rahul Kala, Rishitha Palugulla, Chandrababu Naidu, Alok Jain, and Dinesh Manocha · 2023
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Uc-nerf: Neural radiance field for under-calibrated multi-view cameras
Kai Cheng, Xiaoxiao Long, Wei Yin, Jin Wang, Zhiqiang Wu, Yuexin Ma, Kaixuan Wang, Xiaozhi Chen, and Xuejin Chen · 2023
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Yu-Lun Liu, Wei-Sheng Lai, Ming-Hsuan Yang, Yung-Yu Chuang, and Jia-Bin Huang · 2020
Cited alongside, same era.
Scalability in perception for autonomous driving: Waymo open dataset
Pei Sun, Henrik Kretzschmar, Xerxes Dotiwalla, Aurelien Chouard, Vijaysai Patnaik, Paul Tsui, James Guo, Yin Zhou, Yuning Chai, Benjamin Caine, et al · 2020
Cited alongside, same era.
Bdd100k: A diverse driving dataset for heterogeneous multitask learning
Fisher Yu, Haofeng Chen, Xin Wang, Wenqi Xian, Yingying Chen, Fangchen Liu, Vashisht Madhavan, and Trevor Darrell · 2020
Cited alongside, same era.
Nerf++: Analyzing and improving neural radiance fields
Kai Zhang, Gernot Riegler, Noah Snavely, and Vladlen Koltun · 2020
Cited alongside, same era.
Mip-nerf: A multiscale representation for anti-aliasing neural radiance fields
Jonathan T Barron, Ben Mildenhall, Matthew Tancik, Peter Hedman, Ricardo Martin-Brualla, and Pratul P Srinivasan · 2021
Cited alongside, same era.
Robust reflection removal with reflection-free flash-only cues
Chenyang Lei and Qifeng Chen · 2021
Cited alongside, same era.
Pixel-Perfect Structure-from-Motion with Featuremetric Refinement
Philipp Lindenberger, Paul-Edouard Sarlin, Viktor Larsson, and Marc Pollefeys · 2021
Cited alongside, same era.
Ilya Chugunov, David Shustin, Ruyu Yan, Chenyang Lei, and Felix Heide · 2023
Later among the works it cites.
Single image reflection separation via component synergy
Qiming Hu and Xiaojie Guo · 2023
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3d gaussian splatting for real-time radiance field rendering
Bernhard Kerbl, Georgios Kopanas, Thomas Leimkühler, and George Drettakis · 2023
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Robust reflection removal with flash-only cues in the wild
Chenyang Lei, Xudong Jiang, and Qifeng Chen · 2023
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Looking through the glass: Neural surface reconstruction against high specular reflections
Jiaxiong Qiu, Peng-Tao Jiang, Yifan Zhu, Ze-Xin Yin, Ming-Ming Cheng, and Bo Ren · 2023
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Suds: Scalable urban dynamic scenes
Haithem Turki, Jason Y Zhang, Francesco Ferroni, and Deva Ramanan · 2023
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Mars: An instance-aware, modular and realistic simulator for autonomous driving
Zirui Wu, Tianyu Liu, Liyi Luo, Zhide Zhong, Jianteng Chen, Hongmin Xiao, Chao Hou, Haozhe Lou, Yuantao Chen, Runyi Yang, et al · 2023
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S-nerf: Neural radiance fields for street views
Ziyang Xie, Junge Zhang, Wenye Li, Feihu Zhang, and Li Zhang · 2023
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Emernerf: Emergent spatial-temporal scene decomposition via self-supervision
Jiawei Yang, Boris Ivanovic, Or Litany, Xinshuo Weng, Seung Wook Kim, Boyi Li, Tong Che, Danfei Xu, Sanja Fidler, Marco Pavone, et al · 2023
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Unisim: A neural closed-loop sensor simulator
Ze Yang, Yun Chen, Jingkang Wang, Sivabalan Manivasagam, Wei-Chiu Ma, Anqi Joyce Yang, and Raquel Urtasun · 2023
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Deformable 3d gaussians for high-fidelity monocular dynamic scene reconstruction
Ziyi Yang, Xinyu Gao, Wen Zhou, Shaohui Jiao, Yuqing Zhang, and Xiaogang Jin · 2023
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Nerflets: Local radiance fields for efficient structure-aware 3d scene representation from 2d supervision
Xiaoshuai Zhang, Abhijit Kundu, Thomas Funkhouser, Leonidas Guibas, Hao Su, and Kyle Genova · 2023
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Drivinggaussian: Composite gaussian splatting for surrounding dynamic autonomous driving scenes
Xiaoyu Zhou, Zhiwei Lin, Xiaojun Shan, Yongtao Wang, Deqing Sun, and Ming-Hsuan Yang · 2023
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Occlusion-free scene recovery via neural radiance fields
Chengxuan Zhu, Renjie Wan, Yunkai Tang, and Boxin Shi · 2023
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Gaussianpro: 3d gaussian splatting with progressive propagation
Kai Cheng, Xiaoxiao Long, Kaizhi Yang, Yao Yao, Wei Yin, Yuexin Ma, Wenping Wang, and Xuejin Chen · 2024
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Dashboard camera market size, share & trends analysis report by technology (basic, advanced, smart), by product, by video quality, by application, by distribution channel, by region, and segment forecasts, 2024 - 2030, 2023
Grand View Research · 2024
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Street gaussians for modeling dynamic urban scenes
Yunzhi Yan, Haotong Lin, Chenxu Zhou, Weijie Wang, Haiyang Sun, Kun Zhan, Xianpeng Lang, Xiaowei Zhou, and Sida Peng · 2024
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Hugs: Holistic urban 3d scene understanding via gaussian splatting
Hongyu Zhou, Jiahao Shao, Lu Xu, Dongfeng Bai, Weichao Qiu, Bingbing Liu, Yue Wang, Andreas Geiger, and Yiyi Liao · 2024
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