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
StabStitch++: Unsupervised Online Video Stitching with Spatiotemporal Bidirectional Warps Lang Nie Chunyu Lin K. Liao Yun Zhang Shuaicheng Liu Yao Zhao 58 0 0 08 May 2025
CodingHomo: Bootstrapping Deep Homography With Video Coding Yike Liu Haipeng Li Shuaicheng Liu B. Zeng 106 2 0 16 Apr 2025
You Need a Transition Plane: Bridging Continuous Panoramic 3D Reconstruction with Perspective Gaussian Splatting Zhijie Shen Chunyu Lin Shujuan Huang Lang Nie K. Liao Yao Zhao 3DGS 55 0 0 12 Apr 2025
AlignDiff: Learning Physically-Grounded Camera Alignment via Diffusion Liuyue Xie Jiancong Guo Ozan Cakmakci Andre Araujo László A. Jeni Zhiheng Jia DiffM 106 0 0 27 Mar 2025
MUSt3R: Multi-view Network for Stereo 3D Reconstruction Yohann Cabon Lucas Stoffl L. Antsfeld G. Csurka Boris Chidlovskii Jérôme Revaud Vincent Leroy 3DGS 3DV 95 2 0 03 Mar 2025
QueryCDR: Query-Based Controllable Distortion Rectification Network for Fisheye Images Pengbo Guo Chengxu Liu Xingsong Hou Xueming Qian 94 3 0 18 Dec 2024
Boost 3D Reconstruction using Diffusion-based Monocular Camera Calibration Junyuan Deng Wei Yin Xiaoyang Guo Qian Zhang Xiaotao Hu Weiqiang Ren Xiaoxiao Long P. Tan DiffM MDE 121 1 0 26 Nov 2024
Extreme Rotation Estimation in the Wild Hana Bezalel Dotan Ankri Ruojin Cai Hadar Averbuch-Elor 94 2 0 11 Nov 2024
Neural Real-Time Recalibration for Infrared Multi-Camera Systems Benyamin Mehmandar Reza Talakoob Charalambos Poullis 21 2 0 18 Oct 2024
Rotating-star Pattern for Camera Calibration Zezhun Shi 52 0 0 17 Oct 2024
Combining Generative and Geometry Priors for Wide-Angle Portrait Correction Lan Yao Chong Chen Xiaoming Li Zifei Yan W. Zuo 47 2 0 13 Oct 2024
UniCal: Unified Neural Sensor Calibration Ze Yang George Chen Haowei Zhang Kevin Ta Ioan Andrei Bârsan Daniel Murphy S. Manivasagam R. Urtasun 55 5 0 27 Sep 2024
SSHNet: Unsupervised Cross-modal Homography Estimation via Problem Reformulation and Split Optimization Junchen Yu Si-Yuan Cao Runmin Zhang Chenghao Zhang Jianxin Hu Zhu Yu Bailin Yang Hui-Liang Shen 67 0 0 26 Sep 2024
SOFI: Multi-Scale Deformable Transformer for Camera Calibration with Enhanced Line Queries Sebastian Janampa Marios Pattichis 34 3 0 23 Sep 2024
Validation & Exploration of Multimodal Deep-Learning Camera-Lidar Calibration models Venkat Karramreddy Liam Mitchell 44 0 0 20 Sep 2024
GeoCalib: Learning Single-image Calibration with Geometric Optimization Alexander Veicht Paul-Edouard Sarlin Philipp Lindenberger Marc Pollefeys 56 7 0 10 Sep 2024
Revisit Self-supervised Depth Estimation with Local Structure-from-Motion Shengjie Zhu Xiaoming Liu MDE 85 1 0 27 Jul 2024
SCPNet: Unsupervised Cross-modal Homography Estimation via Intra-modal Self-supervised Learning Runmin Zhang Jun Ma Si-Yuan Cao Lun Luo B. Yu Shu-Jie Chen Junwei Li Hui-Liang Shen 57 2 0 11 Jul 2024
Single Image Rolling Shutter Removal with Diffusion Models Zhanglei Yang Haipeng Li Mingbo Hong Chen-Lin Zhang Shuaicheng Liu Shuaicheng Liu DiffM 63 4 0 03 Jul 2024
Indoor 3D Reconstruction with an Unknown Camera-Projector Pair Zhaoshuai Qi Yifeng Hao Rui Hu Wenyou Chang Jiaqi Yang Yanning Zhang 3DV 57 1 0 02 Jul 2024
STHN: Deep Homography Estimation for UAV Thermal Geo-localization with Satellite Imagery Jiuhong Xiao Ning Zhang Daniel Tortei Giuseppe Loianno 68 6 0 30 May 2024
DiffCalib: Reformulating Monocular Camera Calibration as Diffusion-Based Dense Incident Map Generation Xiankang He Guangkai Xu Bo Zhang Hao Chen Ying Cui Dongyan Guo DiffM 84 7 0 24 May 2024
FlowMap: High-Quality Camera Poses, Intrinsics, and Depth via Gradient Descent Cameron Smith David Charatan A. Tewari Vincent Sitzmann VGen 3DH MDE 71 40 0 23 Apr 2024
MOWA: Multiple-in-One Image Warping Model Kang Liao Zongsheng Yue Zhonghua Wu Chen Change Loy VLM 65 6 0 16 Apr 2024
Rolling Shutter Correction with Intermediate Distortion Flow Estimation Ming Cao Sidi Yang Yujiu Yang Yinqiang Zheng 43 2 0 09 Apr 2024
U-ARE-ME: Uncertainty-Aware Rotation Estimation in Manhattan Environments Aalok Patwardhan Callum Rhodes Gwangbin Bae Andrew J. Davison 27 1 0 22 Mar 2024
Deep Homography Estimation for Visual Place Recognition Feng Lu Shuting Dong Lijun Zhang Bingxi Liu Xiangyuan Lan Dongmei Jiang Chun Yuan 64 10 0 25 Feb 2024
Cameras as Rays: Pose Estimation via Ray Diffusion Jason Y. Zhang Amy Lin Moneish Kumar Tzu-Hsuan Yang Deva Ramanan Shubham Tulsiani DiffM 102 60 0 22 Feb 2024
Camera Calibration through Geometric Constraints from Rotation and Projection Matrices M. Waleed Abdul Rauf Murtaza Taj 49 1 0 13 Feb 2024
RobustCalib: Robust Lidar-Camera Extrinsic Calibration with Consistency Learning Shuang Xu Sifan Zhou Zhi Tian Jizhou Ma Qiong Nie Xiangxiang Chu 36 1 0 02 Dec 2023
SOAC: Spatio-Temporal Overlap-Aware Multi-Sensor Calibration using Neural Radiance Fields Quentin Herau Nathan Piasco Moussâb Bennehar Luis Roldão D. Tsishkou Cyrille Migniot Pascal Vasseur C. Demonceaux 64 12 0 27 Nov 2023
CalibFormer: A Transformer-based Automatic LiDAR-Camera Calibration Network Yuxuan Xiao Yao Li Chengzhen Meng Xingchen Li Jianmin Ji Yanyong Zhang 58 10 0 26 Nov 2023
GS-SLAM: Dense Visual SLAM with 3D Gaussian Splatting Chi Yan Delin Qu Dan Xu Bin Zhao Zhigang Wang Dong Wang Xuelong Li 3DGS 72 208 0 20 Nov 2023
CP-SLAM: Collaborative Neural Point-based SLAM System Jiarui Hu Mao Mao Hujun Bao Guofeng Zhang Zhaopeng Cui 51 30 0 14 Nov 2023
Toward Planet-Wide Traffic Camera Calibration Khiem Vuong R. Tamburo S. Narasimhan 114 7 0 06 Nov 2023
Automated Camera Calibration via Homography Estimation with GNNs Giacomo DÁmicantonio Egor Bondarev Peter H. N. de With 73 7 0 05 Nov 2023
P2O-Calib: Camera-LiDAR Calibration Using Point-Pair Spatial Occlusion Relationship Su Wang Shini Zhang Xuchong Qiu 45 4 0 04 Nov 2023
EdgeCalib: Multi-Frame Weighted Edge Features for Automatic Targetless LiDAR-Camera Calibration Xingchen Li YiFan Duan Beibei Wang Haojie Ren Guoliang You Yu Sheng Jianmin Ji Yanyong Zhang 51 3 0 25 Oct 2023
Learning Lens Blur Fields Esther Y. H. Lin Zhecheng Wang Rebecca Lin Daniel Miau Florian Kainz Jiawen Chen Xuaner Cecilia Zhang David B. Lindell Kiriakos N. Kutulakos 35 6 0 17 Oct 2023
How to turn your camera into a perfect pinhole model Ivan De Boi Stuti Pathak Marina Oliveira R. Penne 27 1 0 20 Sep 2023
PseudoCal: Towards Initialisation-Free Deep Learning-Based Camera-LiDAR Self-Calibration Mathieu Cocheteux Julien Moreau Franck Davoine 54 3 0 18 Sep 2023
Fine-Grained Cross-View Geo-Localization Using a Correlation-Aware Homography Estimator Xiaolong Wang Runsen Xu Zuofan Cui Zeyu Wan Yu Zhang 63 31 0 31 Aug 2023
360-Degree Panorama Generation from Few Unregistered NFoV Images Jiong-Qi Wang Ziyu Chen Jun Ling Rong Xie Li Song DiffM 57 24 0 28 Aug 2023
CamP: Camera Preconditioning for Neural Radiance Fields Keunhong Park Philipp Henzler B. Mildenhall Jonathan T. Barron Ricardo Martín Brualla 69 53 0 21 Aug 2023
AltNeRF: Learning Robust Neural Radiance Field via Alternating Depth-Pose Optimization Kun Wang Zhiqiang Yan Huang Tian Zhenyu Zhang Xiang Li Jun Yu Li Jian Yang 80 3 0 19 Aug 2023
SimFIR: A Simple Framework for Fisheye Image Rectification with Self-supervised Representation Learning Hao Feng Wendi Wang Jiajun Deng Wen-gang Zhou Li Li Houqiang Li 62 13 0 17 Aug 2023
Robust Self-Supervised Extrinsic Self-Calibration Takayuki Kanai Igor Vasiljevic Vitor Campagnolo Guizilini Adrien Gaidon Rares Andrei Ambrus SSL MDE 39 5 0 04 Aug 2023
Supervised Homography Learning with Realistic Dataset Generation Hai Jiang Haipeng Li Songchen Han Haoqiang Fan Bing Zeng Shuaicheng Liu GAN 49 8 0 28 Jul 2023
Self-supervised Learning of Event-guided Video Frame Interpolation for Rolling Shutter Frames Yunfan Lu Guoqiang Liang Yiran Shen Lin Wang 66 4 0 27 Jun 2023
LightGlue: Local Feature Matching at Light Speed Philipp Lindenberger Paul-Edouard Sarlin Marc Pollefeys 3DV VLM 93 433 0 23 Jun 2023