Deep Learning for Camera Calibration and Beyond: A Survey

19 March 2023

Jing Zhang

Papers citing "Deep Learning for Camera Calibration and Beyond: A Survey"

50 / 227 papers shown

Title
Tame a Wild Camera: In-the-Wild Monocular Camera Calibration Shengjie Zhu Abhinav Kumar Masa Hu Xiaoming Liu MDE 83 20 0 19 Jun 2023
Long-range UAV Thermal Geo-localization with Satellite Imagery Jiuhong Xiao Daniel Tortei E. Roura Giuseppe Loianno 72 7 0 05 Jun 2023
Self-supervised Learning to Bring Dual Reversed Rolling Shutter Images Alive Wei Shang Dongwei Ren Chaoyu Feng Xiaotao Wang Lei Lei W. Zuo 45 4 0 31 May 2023
UniINR: Event-guided Unified Rolling Shutter Correction, Deblurring, and Interpolation Yunfan LU Guoqiang Liang Yusheng Wang Lin Wang Hui Xiong 50 6 0 24 May 2023
Analyzing the Domain Shift Immunity of Deep Homography Estimation Mingzhen Shao Tolga Tasdizen S. Joshi 102 1 0 19 Apr 2023
DarSwin: Distortion Aware Radial Swin Transformer Akshay Athwale Ichrak Shili Émile Bergeron Arman Afrasiyabi Justin Lague Ola Ahmad Jean-François Lalonde 55 6 0 19 Apr 2023
Self-Supervised Scene Dynamic Recovery from Rolling Shutter Images and Events Yangguang Wang Xiang Zhang Mingyuan Lin Lei Yu Boxin Shi Wentao Yang Gui-Song Xia 77 6 0 14 Apr 2023
Neural Lens Modeling Wenqi Xian Aljavz Bovzivc Noah Snavely Christoph Lassner 3DV 59 7 0 10 Apr 2023
Point-SLAM: Dense Neural Point Cloud-based SLAM Erik Sandström Yue Li Luc Van Gool Martin R. Oswald 3DPC 88 140 0 09 Apr 2023
OrienterNet: Visual Localization in 2D Public Maps with Neural Matching Paul-Edouard Sarlin Daniel DeTone Tsun-Yi Yang A. Avetisyan Julian Straub Tomasz Malisiewicz Samuel Rota Buló Richard Newcombe Peter Kontschieder Vasileios Balntas 46 67 0 04 Apr 2023
Towards Nonlinear-Motion-Aware and Occlusion-Robust Rolling Shutter Correction Delin Qu Yizhen Lao Zhigang Wang Dong Wang Bingyan Zhao Xuelong Li 52 7 0 31 Mar 2023
Deep Single Image Camera Calibration by Heatmap Regression to Recover Fisheye Images Under Manhattan World Assumption Nobuhiko Wakai Satoshi Sato Yasunori Ishii Takayoshi Yamashita 48 5 0 30 Mar 2023
Neural Refinement for Absolute Pose Regression with Feature Synthesis Shuai Chen Yash Bhalgat Xinghui Li Jiawang Bian Kejie Li Zirui Wang V. Prisacariu 58 19 0 17 Mar 2023
CROSSFIRE: Camera Relocalization On Self-Supervised Features from an Implicit Representation Arthur Moreau Nathan Piasco Moussâb Bennehar D. Tsishkou B. Stanciulescu A. de La Fortelle 45 34 0 08 Mar 2023
MOISST: Multimodal Optimization of Implicit Scene for SpatioTemporal calibration Quentin Herau Nathan Piasco Moussâb Bennehar Luis Roldão D. Tsishkou Cyrille Migniot Pascal Vasseur C. Demonceaux 40 17 0 06 Mar 2023
DisCO: Portrait Distortion Correction with Perspective-Aware 3D GANs Zhixiang Wang Y. Liu Jia-Bin Huang Shiníchi Satoh Sizhuo Ma Gurunandan Krishnan Jian Wang 3DH 91 7 0 23 Feb 2023
Nerfstudio: A Modular Framework for Neural Radiance Field Development Matthew Tancik Ethan Weber Evonne Ng Ruilong Li Brent Yi ... Jake Austin Kamyar Salahi Abhik Ahuja David McAllister Angjoo Kanazawa 131 639 0 08 Feb 2023
Spatiotemporal Deformation Perception for Fisheye Video Rectification Shangrong Yang Chunyu Lin K. Liao Yao Zhao 288 2 0 08 Feb 2023
GyroFlow+: Gyroscope-Guided Unsupervised Deep Homography and Optical Flow Learning Haipeng Li Kunming Luo B. Zeng Shuaicheng Liu 61 10 0 23 Jan 2023
RecRecNet: Rectangling Rectified Wide-Angle Images by Thin-Plate Spline Model and DoF-based Curriculum Learning K. Liao Lang Nie Chunyu Lin Zishuo Zheng Yao Zhao 58 12 0 04 Jan 2023
NoPe-NeRF: Optimising Neural Radiance Field with No Pose Prior Wenjing Bian Zirui Wang Kejie Li Jiawang Bian V. Prisacariu 81 243 0 14 Dec 2022
Perspective Fields for Single Image Camera Calibration Linyi Jin Jianming Zhang Yannick Hold-Geoffroy Oliver Wang Kevin Blackburn-Matzen Matthew Sticha David Fouhey 56 50 0 06 Dec 2022
AbHE: All Attention-based Homography Estimation Mingxiao Huo Zhihao Zhang Xinyang Ren Xianqiang Yang 93 7 0 06 Dec 2022
Semi-supervised Deep Large-baseline Homography Estimation with Progressive Equivalence Constraint Hai Jiang Haipeng Li Yuhang Lu Songchen Han Shuaicheng Liu 70 15 0 06 Dec 2022
A data set providing synthetic and real-world fisheye video sequences Andrea Eichenseer Andre Kaup 26 34 0 30 Nov 2022
SPARF: Neural Radiance Fields from Sparse and Noisy Poses Prune Truong Marie-Julie Rakotosaona Fabian Manhardt F. Tombari 3DH 108 182 0 21 Nov 2022
ESLAM: Efficient Dense SLAM System Based on Hybrid Representation of Signed Distance Fields Mohammad Mahdi Johari Camilla Carta Franccois Fleuret 67 162 0 21 Nov 2022
NeuMap: Neural Coordinate Mapping by Auto-Transdecoder for Camera Localization Shitao Tang Sicong Tang Andrea Tagliasacchi Ping Tan Yasutaka Furukawa 3DPC 45 17 0 21 Nov 2022
Enhanced Low-resolution LiDAR-Camera Calibration Via Depth Interpolation and Supervised Contrastive Learning Zhikang Zhang Zifan Yu Suya You Raghuveer Rao Sanjeev Agarwal Fengbo Ren 35 5 0 08 Nov 2022
NeRF-SLAM: Real-Time Dense Monocular SLAM with Neural Radiance Fields Antoni Rosinol J. Leonard Luca Carlone 3DH 3DGS MDE 78 274 0 24 Oct 2022
SiNeRF: Sinusoidal Neural Radiance Fields for Joint Pose Estimation and Scene Reconstruction Yitong Xia Hao Tang Radu Timofte Luc Van Gool 55 54 0 10 Oct 2022
SSORN: Self-Supervised Outlier Removal Network for Robust Homography Estimation Yi Li Wenjie Pei Zhenyu He 89 3 0 30 Aug 2022
A Deep Perceptual Measure for Lens and Camera Calibration Yannick Hold-Geoffroy Dominique Piché-Meunier Kalyan Sunkavalli Jean-Charles Bazin Franccois Rameau Jean-François Lalonde HAI 42 11 0 25 Aug 2022
SST-Calib: Simultaneous Spatial-Temporal Parameter Calibration between LIDAR and Camera Akio Kodaira Yiyang Zhou Pengwei Zang Wei Zhan Masayoshi Tomizuka 42 9 0 08 Jul 2022
Deep Rotation Correction without Angle Prior Lang Nie Chunyu Lin K. Liao Shuaicheng Liu Yao Zhao 40 8 0 07 Jul 2022
FishFormer: Annulus Slicing-based Transformer for Fisheye Rectification with Efficacy Domain Exploration Shangrong Yang Chunyu Lin K. Liao Yao Zhao 51 10 0 05 Jul 2022
Unsupervised Homography Estimation with Coplanarity-Aware GAN Ming Hong Yuhang Lu Nianjin Ye Chunyu Lin Qijun Zhao Shuaicheng Liu 56 36 0 08 May 2022
End2End Multi-View Feature Matching with Differentiable Pose Optimization Barbara Roessle Matthias Nießner 3DV 64 17 0 03 May 2022
Learning Adaptive Warping for Real-World Rolling Shutter Correction Ming Cao Zhihang Zhong Jiahao Wang Yinqiang Zheng Yujiu Yang 37 17 0 29 Apr 2022
GARF: Gaussian Activated Radiance Fields for High Fidelity Reconstruction and Pose Estimation Shin-Fang Chng Sameera Ramasinghe Jamie Sherrah Simon Lucey AI4CE 70 88 0 12 Apr 2022
DAIR-V2X: A Large-Scale Dataset for Vehicle-Infrastructure Cooperative 3D Object Detection Haibao Yu Yizhen Luo Mao Shu Yiyi Huo Zebang Yang ... Zhenglong Guo Hanyu Li Xing Hu Jirui Yuan Zaiqing Nie 3DPC 74 328 0 12 Apr 2022
Focal Length and Object Pose Estimation via Render and Compare Georgy Ponimatkin Yann Labbé Bryan C. Russell Mathieu Aubry Josef Sivic 59 20 0 11 Apr 2022
iSDF: Real-Time Neural Signed Distance Fields for Robot Perception Joseph Ortiz Alexander Clegg Jing Dong Edgar Sucar David Novotny Michael Zollhoefer Mustafa Mukadam 3DV 71 161 0 05 Apr 2022
Iterative Deep Homography Estimation Sixi Cao Jianxin Hu Zehua Sheng Hui-Liang Shen 72 58 0 30 Mar 2022
DiffPoseNet: Direct Differentiable Camera Pose Estimation Chethan Parameshwara Gokul Hari Cornelia Fermuller N. Sanket Yiannis Aloimonos 40 32 0 21 Mar 2022
DXQ-Net: Differentiable LiDAR-Camera Extrinsic Calibration Using Quality-aware Flow Xin Jing X. Ding R. Xiong Huanjun Deng Yue Wang 3DPC 100 25 0 17 Mar 2022
deepNIR: Datasets for generating synthetic NIR images and improved fruit detection system using deep learning techniques Inkyu Sa Jongyoon Lim H. Ahn Bruce A. MacDonald 35 20 0 17 Mar 2022
Deep vanishing point detection: Geometric priors make dataset variations vanish Yancong Lin R. Wiersma S. Pintea Klaus Hildebrandt E. Eisemann Jan van Gemert AAML 3DPC 80 24 0 16 Mar 2022
Deep Rectangling for Image Stitching: A Learning Baseline Lang Nie Chunyu Lin K. Liao Shuaicheng Liu Yao Zhao 37 41 0 08 Mar 2022
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding Thomas Müller Alex Evans Christoph Schied A. Keller 315 4,017 0 16 Jan 2022