A curated list of awesome resources for topics related to computational photography via deep learning, including but not limited to image matching, image alignment/registration, image stitching and stabilization.
❗ Updated 2023.
2023
Year | Pub. | Title | Links |
---|---|---|---|
2023 | arXiv | Parallax-Tolerant Image Stitching with Epipolar Displacement Field Jian Yu, Yi Yu, Feipeng Da |
Paper/Code |
2023 | ICCV | Parallax-Tolerant Unsupervised Deep Image Stitching Nie, Lang and Lin, Chunyu and Liao, Kang and Liu, Shuaicheng and Zhao, Yao |
Paper/Code |
2023 | MM | Multi-Spectral Image Stitching via Spatial Graph Reasoning Zhiying Jiang, Zengxi Zhang, Jinyuan Liu, Xin Fan, Risheng Liu |
Paper/Code |
2023 | CVPR | A Large-Scale Homography Benchmark Daniel Barath, Dmytro Mishkin, Michal Polic, Wolfgang Förstner, Jiri Matas |
Paper/Code |
2023 | CVPR | Recurrent Homography Estimation Using Homography-Guided Image Warping and Focus Transformer Si-Yuan Cao, Runmin Zhang, Lun Luo, Beinan Yu, Zehua Sheng, Junwei Li, Hui-Liang Shen |
Paper/Code |
2023 | AAAI | Semi-supervised Deep Large-baseline Homography Estimation with Progressive Equivalence Constraint Hai Jiang, Haipeng Li, Yuhang Lu, Songchen Han, Shuaicheng Liu |
Paper/Code |
2023 | AAAI | Pixel-Wise Warping for Deep Image Stitching Hyeokjun Kweon, Hyeonseong Kim, Yoonsu Kang, Youngho Yoon, WooSeong Jeong, and Kuk-Jin Yoon |
Paper/Code |
2023 | TIP | Deep Rotation Correction without Angle Prior Lang Nie, Shuaicheng Liu, et al. |
Paper/Code |
2023 | TMM | Natural Image Stitching With Layered Warping Constraint Zhihao Zhang; Xianqiang Yang; Chao Xu |
Paper/Code |
2022
Year | Pub. | Title | Links |
---|---|---|---|
-- | arXiv | Warped Convolutional Networks: Bridge Homography to sl(3) algebra by Group Convolution Xinrui Zhan, Jianke Zhu, et al. |
Paper/Code |
-- | arXiv | Natural Image Stitching Using Depth Maps Tianli Liao, Nan Li |
Paper/Code |
2022 | MM | Towards All Weather and Unobstructed Multi-Spectral Image Stitching: Algorithm and Benchmark Zhiying Jiang, Zengxi Zhang, Xin Fan, Risheng Liu |
Paper/Code |
2022 | ECCV | Weakly-Supervised Stitching Network for Real-World Panoramic Image Generation Dae-Young Song, Geonsoo Lee, HeeKyung Lee, Gi-Mun Um, Donghyeon Cho |
Paper/Code/Proj |
2022 | CVPR | Geometric Structure Preserving Warp for Natural Image Stitching Peng Du, Jifeng Ning, et al. |
Paper/Code |
2022 | CVPR | Automatic Color Image Stitching Using Quaternion Rank-1 Alignment Jiaxue Li, Yicong Zhou |
Paper/Code |
2022 | CVPR | Deep Rectangling for Image Stitching: A Learning Baseline Lang Nie, Chunyu Lin, et al. |
Paper/Code |
2022 | CVPR | Unsupervised Homography Estimation With Coplanarity-Aware GAN Mingbo Hong, Shuaicheng Liu, et al. |
Paper/Code |
2022 | CVPR | Iterative Deep Homography Estimation Si-Yuan Cao, Jianxin Hu, et al. |
Paper/Code |
2022 | TCSVT | Depth-Aware Multi-Grid Deep Homography Estimation with Contextual Correlation Lang Nie, Shuaicheng Liu, et al. |
Paper/Code |
2022 | NeuCom | Learning edge-preserved image stitching from multi-scale deep homography Lang Nie, Chunyu Lin, et al. |
Paper/Code |
2021
Year | Pub. | Title | Links |
---|---|---|---|
2021 | ICCV | Minimal Solutions for Panoramic Stitching Given Gravity Prior Yaqing Ding, Daniel Barath, Zuzana Kukelova |
Paper/Code |
2021 | ICCV | Motion Basis Learning for Unsupervised Deep Homography Estimation with Subspace Projection DH Nianjin Ye, Shuaicheng Liu, et al. |
Paper/Code |
2021 | CVPR | Leveraging Line-Point Consistence To Preserve Structures for Wide Parallax Image Stitching Qi Jia, ZhengJun Li, et al. |
Paper/Code |
2021 | CVPR | Deep Lucas-Kanade Homography for Multimodal Image Alignment Yiming Zhao, Xinming Huang, Ziming Zhang |
Paper/Code |
2021 | PAMI | Rolling Shutter Homography and its Applications Yizhen Lao, Omar Ait-Aider |
Paper/Code |
2021 | TIP | Unsupervised Deep Image Stitching: Reconstructing Stitched Features to Images DH Lang Nie, Shuaicheng Liu, et al. |
Paper/Code |
2021 | TIP | Image Stitching Based on Semantic Planar Region Consensus Aocheng Li, Jie Guo, Yanwen Guo |
Paper/Code |
2021 | TVCG | Content-Preserving Image Stitching With Piecewise Rectangular Boundary Constraints Yun Zhang, Yu-Kun Lai, Fang-Lue Zhang |
Paper/Code |
2021 | PR | Edge-guided Composition Network for Image Stitching Qinyan Dai, Faming Fang, Juncheng Li, Guixu Zhang, Aimin Zhou |
Paper/Code |
2021 | PR | Image stitching based on angle-consistent warping Yinqi Chen, Huicheng Zheng, Yiyan Ma, Zhiwei Yan |
Paper/Code |
2021 | SPL | End-to-End Image Stitching Network via Multi-Homography Estimation Dae-Young Song, et al. |
Paper/Code |
2021 | NeuCom | Image stitching via deep homography estimation Qiang Zhao, Yike Ma, Chen Zhu, Chunfeng Yao, Bailan Feng, Feng Dai |
Paper/Code |
2020
Year | Pub. | Title | Links |
---|---|---|---|
-- | arXiv | Vanishing Point Guided Natural Image Stitching Kai Chen, Jian Yao, et al. |
Paper/Proj |
2020 | ECCV | Image Stitching and Rectification for Hand-Held Cameras Bingbing Zhuang, Quoc-Huy Tran |
Paper/Proj |
2020 | ECCV | Content-Aware Unsupervised Deep Homography Estimation DH Jirong Zhang, Shuaicheng Liu, et al. |
Paper/Code |
2020 | MM | SRHEN: Stepwise-Refining Homography Estimation Network via Parsing Geometric Correspondences in Deep Latent Space COCO Yi Li, Wenjie Pei, Zhenyu He |
Paper/Code |
2020 | CVPR | Warping Residual Based Image Stitching for Large Parallax Kyu-Yul Lee, Jae-Young Sim |
Paper/Code |
2020 | CVPR | Deep Homography Estimation for Dynamic Scenes DH Hoang Le, Feng Liu, et al. |
Paper/Code |
2020 | CVPR | Robust Homography Estimation via Dual Principal Component Pursuit Tianjiao Ding, et al. |
Paper/Code |
2020 | TIP | An Unordered Image Stitching Method Based on Binary Tree and Estimated Overlapping Area Zhong Qu, et al. |
Paper/Code |
2020 | TIP | Single-Perspective Warps in Natural Image Stitching Tianli Liao, Nan Li |
Paper/Code1 Code2 |
2020 | TMM | Image-Only Real-Time Incremental UAV Image Mosaic for Multi-Strip Flight Fangbing Zhang, et al. |
Paper/Code |
2020 | JSTSP | Attentive Deep Stitching and Quality Assessment for 360° Omnidirectional Images Jia Li, et al. |
Paper/Code |
2020 | JVCIR | A view-free image stitching network based on global homography Lang Nie, Chunyu Lin, Kang Liao, Meiqin Liu, Yao Zhao |
Paper/Code |
2019
Year | Pub. | Title | Links |
---|---|---|---|
2019 | ICCV | Homography From Two Orientation- and Scale-Covariant Features Daniel Barath, Zuzana Kukelova |
Paper/Code |
2019 | TIP | Robust Alignment for Panoramic Stitching Via an Exact Rank Constraint Yuelong Li, Mohammad Tofighi, Vishal Monga |
Paper/Code |
2019 | TMM | A Novel Projective-Consistent Plane Based Image Stitching Method Jin Zheng, et al. |
Paper/Code |
2019 | TMM | Shape-Optimizing and Illumination-Smoothing Image Stitching Shiguang Liu, Qingpeng Chai |
Paper/Code |
2019 | GRSM | Remote Sensing Image Mosaicking: Achievements and Challenges Xinghua Li, Ruitao Feng, et al. |
Paper/Code |
2018
Year | Pub. | Title | Links |
---|---|---|---|
2018 | ECCV | Object-centered image stitching Charles Herrmann, Ramin Zabih, et al. |
Paper/Code |
2018 | ECCV | Robust image stitching with multiple registrations Herrmann, Charles, Zabih, Ramin, et al. |
Paper/Code |
2018 | TMM | Parallax-Tolerant Image Stitching Based on Robust Elastic Warping Jing Li, Zhengming Wang, Shiming Lai, Yongping Zhai, Maojun Zhang |
Paper/Code |
2018 | TMM | Quasi-Homography Warps in Image Stitching Nan Li, Yifang Xu, Chao Wang |
Paper/Code |
2018 | PR | Image Stitching by Line-guided Local Warping with Global Similarity Constraint Tian-Zhu Xiang, Gui-Song Xia, Xiang Bai, Liangpei Zhang |
Paper/Code |
2018 | RA-L | Unsupervised deep homography: A fast and robust homography estimation model DH MS-COCO Ty Nguyen, et al. |
Paper/Code |
2017
Year | Pub. | Title | Links |
---|---|---|---|
2017 | ICCVW | Homography Estimation from Image Pairs with Hierarchical Convolutional Networks DH MS-COCO F E Nowruzi, et al. |
Paper/Code |
2017 | CVPR | Direct Photometric Alignment by Mesh Deformation Kaimo Lin, Shuaicheng Liu, et al. |
Paper/Code |
2016
Year | Pub. | Title | Links |
---|---|---|---|
2016 | ECCV | SEAGULL: Seam-Guided Local Alignment for Parallax-Tolerant Image Stitching Kaimo Lin, Nianjuan Jiang, et al. |
Paper/Proj |
2016 | ECCV | Natural Image Stitching with the Global Similarity Prior Y.-S. Chen, Yung-Yu Chuang |
Paper/Code |
2016 | RSS-W | Deep Image Homography Estimation DH MS-COCO Daniel DeTone, et al. |
Paper/Code |
2016 | TIP | Multi-Viewpoint Panorama Construction With Wide-Baseline Images Guofeng Zhang; Yi He; Weifeng Chen; Jiaya Jia; Hujun Bao |
Paper/Code |
2015 & before
Year | Pub. | Title | Links |
---|---|---|---|
2015 | ICCV | Dual-Feature Warping-Based Motion Model Estimation Shiwei Li, Lu Yuan, Jian Sun, Long Quan |
Paper/Code |
2015 | CVPR | Adaptive As-Natural-As-Possible Image Stitching Chung-Ching Lin, S. U. Pankanti, K. N. Ramamurthy, and Aleksandr Y. Aravkin |
Paper/Code |
2014 | CVPR | Shape-preserving half-projective warps for image stitching Che-Han Chang, Yoichi Sato, Yung-Yu Chuang |
Paper/Code |
2014 | CVPR | Parallax-tolerant Image Stitching Fan Zhang and Feng Liu |
Paper |
2013 | CVPR | As-Projective-As-Possible Image Stitching with Moving DLT Julio Zaragoza, Tat-Jun Chin, Michael S. Brown, David Suter |
Paper/Code Ext/C |
2013 | EG | Seam-Driven Image Stitching Junhong Gao, Yu Li, Tat-Jun Chin, Michael S. Brown |
Paper/Code |
2012 | TOG | Panorama weaving: fast and flexible seam processing Brian Summa, et al. |
Paper/Proj |
2011 | CVPR | Smoothly varying affine stitching Wen-Yan Lin, Siying Liu, Y Matsushita, Tian-Tsong Ng, Loong-Fah Cheong |
Paper/Code |
2011 | CVPR | Constructing image panoramas using dual-homography warping Junhong Gao, Seon Joo Kim, Michael S. Brown |
Paper/Code |
2007 | IJCV | Automatic panoramic image stitching using invariant features Matthew Brown and David G. Lowe |
Paper/Demo |
2006 | FTCGV | Image alignment and stitching: a tutorial Richard Szeliski |
Paper |
Year | Pub. | Title | Links |
---|---|---|---|
2019 | BMVC | Video Stitching for Linear Camera Arrays CNNStitch Wei-Sheng Lai, et al. |
Paper/arXiv Proj |
2018 | TIP | Dynamic Video Stitching via Shakiness Removing Yongwei Nie, et al. |
Paper/Code |
2016 | TOG | Jump: Virtual reality video Robert Anderson, et al. |
Paper/Code |
2016 | TIP | Joint Video Stitching and Stabilization From Moving Cameras Heng Guo, Shuaicheng Liu, Tong He, Shuyuan Zhu, Bing Zeng, Moncef Gabbouj |
Paper/Proj/Data |
2016 | CGF | Seamless Video Stitching from Hand-held Camera Inputs Kaimo Lin, Shuaicheng Liu, Loong-Fah Cheong, Bing Zeng |
Paper/Data |
Year | Pub. | Title | Links |
---|---|---|---|
2021 | CVPR | Deep Homography for Efficient Stereo Image Compression Xin Deng, Mai Xu, et al. |
Paper/Code |
2020 | InfoSci | Shape-optimizing mesh warping method for stereoscopic panorama stitching Weiqing Yan, Guanghui Yue, Jindong Xu, Yanwei Yu, Kai Wang, Chang Tang, Xiangrong Tong |
Paper/Code |
2020 | TMM | Stereoscopic Image Stitching via Disparity-Constrained Warping and Blending Xiaoting Fan, et al. |
Paper/Code |
2018 | ICCASP | A Natural Shape-Preserving Stereoscopic Image Stitching Haoqian Wang; Yaling Zhou; Xingzheng Wang; Lu Fang |
Paper/Code |
2016 | TCSVT | Stereoscopic image stitching based on a hybrid warping model Yan, Weiqing and Hou, Chunping and Lei, Jianjun and Fang, Yuming and Gu, Zhouye and Ling, Nam |
Paper/Code |
2015 | CVPR | Casual Stereoscopic Panorama Stitching Fan Zhang and Feng Liu |
Paper/Code |
Year | Pub. | Title | Links |
---|---|---|---|
2020 | ISPRS | Jointly Optimizing Global and Local Color Consistency for Multiple Image Mosaicking Li Li, Menghan Xia, Chi Liu, Liang Li, Hanyun Wang, Jian Yao |
Paper/Code |
2019 | GRSM | Remote Sensing Image Mosaicking: Achievements and Challenges Xinghua Li; Ruitao Feng; Xiaobin Guan; Huanfeng Shen; Liangpei Zhang |
Paper/Code |
2019 | ISPRS | A Closed-Form Solution for Multi-view Color Correction with Gradient Preservation Menghan Xia, Jian Yao, Zhi Gao |
Paper/Code |
2019 | ISPRS | Seamline network generation based on foreground segmentation for orthoimage mosaicking Li Li, Jingmin Tu, Ye Gong, Jian Yao, Jie Li |
Paper/Code |
2018 | ISPRS | Guided Color Consistency Optimization for Image Mosaicking Renping Xie, Menghan Xia, Jian Yao, Li Li |
Paper/Code |
2017 | PR | Globally consistent alignment for planar mosaicking via topology analysis Menghan Xia, Jian Yao, Renping Xie, Li Li, Wei Zhang |
Paper/Proj/Code |
Year | Pub. | Title | Links |
---|---|---|---|
2020 | TIP | Parallax Tolerant Light Field Stitching for Hand-Held Plenoptic Cameras Xin Jin, Pei Wang, Qionghai Dai |
Paper/Code |
Year | Pub. | Title | Links |
---|---|---|---|
2020 | TIP | A Metric for Video Blending Quality Assessment Zhe Zhu, et al. |
Paper/Code |
2019 | MM | Cross-Reference Stitching Quality Assessment for 360° Omnidirectional Images Jia Li, et al. |
Paper/Proj |
2019 | TIP | Subjective and Objective Quality Assessment of Stitched Images for Virtual Reality Pavan C. Madhusudana, Rajiv Soundararajan |
Paper/Code |
Year | Pub. | Title | Links |
---|---|---|---|
2021 | PAMI | CrossNet : Cross-Scale Large-Parallax Warping for Reference-Based Super-Resolution | Yang Tan, et al. |
2018 | ECCV | GridFace: Face Rectification via Learning Local Homography Transformations Erjin Zhou, Zhimin Cao, Jian Sun |
Paper/Code |
2020 | PAMI | Ambiguity-Free Radiometric Calibration for Internet Photo Collections Zhipeng Mo, Yasuyuki Matsushit, et al. |
Paper/Code |
2019 | TOG | Video Extrapolation Using Neighboring Frames Sangwoo Lee, et al. |
Paper/Code |
2019 | TIP | Panoramic Background Image Generation for PTZ Cameras Hongwei Yong, et al. |
Paper/Code |
Part curated paper list for deep learning-based image matching.
Year | Pub. | Title | Author | Links |
---|---|---|---|---|
2021 | IJCV | Image Matching from Handcrafted to Deep Features: A Survey | Jiayi Ma, Xingyu Jiang, et al. | Paper/Code |
2021 | INFFUS | A review of multimodal image matching: methods and applications | Xingyu Jiang, Jiayi Ma, et al. | Paper/Data |
2021 | ICCV | Matching in the Dark: A Dataset for Matching Image Pairs of Low-light Scenes | W. Song, Takayuki Okatani, et al. | Paper/Code |
Pub. | Title | Author | Links |
---|---|---|---|
ECCV | ECO-TR: Efficient Correspondences Finding Via Coarse-to-Fine Refinement | Dongli Tan, Rongrong Ji, et al. | Paper/Code |
AAAI | Guide Local Feature Matching by Overlap Estimation | Ying Chen, Dihe Huang, et al. | Paper/Code |
Pub. | Title | Author | Links |
---|---|---|---|
PAMI | Joint detection and matching of feature points in multimodal images | Elad Ben Baruch, Yosi Keller | Paper/Code |
TIP | Multi-Relation Attention Network for Image Patch Matching | Dou Quan, et al. | Paper/Code |
ICCV | COTR: Correspondence Transformer for Matching Across Images | Wei Jiang, Eduard Trulls, et al. | Paper/Code |
ICCV | Warp Consistency for Unsupervised Learning of Dense Correspondences | Prune Truong, Luc Van Gool, et al. | Paper/Code |
CVPR | LoFTR: Detector-Free Local Feature Matching with Transformers | Jiaming Sun, Xiaowei Zhou, et al. | Paper/Code Proj |
CVPR | SOLD2: Self-supervised Occlusion-aware Line Description and Detection | Rémi Pautrat, Marc Pollefeys, et al. | Paper/Code |
CVPR | Convolutional Hough Matching Networks | Paper/Proj | |
CVPR | Learning to Match Features with Seeded Graph Matching Network | Paper/Code | |
CVPR | Co-Attention for Conditioned Image Matching | Olivia Wiles, S. Ehrhardt, Andrew Zisserman | Paper/Proj |
CVPR | Learning Optical Flow From a Few Matches | Shihao Jiang, Yao Lu, Hongdong Li, Richard Hartley | Paper/Code |
CVPR | SuperGlue: Learning Feature Matching With Graph Neural Networks | P. Sarlin, D. DeTone, T. Malisiewicz, Andrew Rabinovich | Paper/Code arXiv |
CVPR | Patch2Pix: Epipolar-Guided Pixel-Level Correspondences | Qunjie Zhou, Torsten Sattler, Laura Leal-Taixe | Paper/Code |
Pub. | Title | Author | Links |
---|---|---|---|
IJCV | Is There Anything New to Say About SIFT Matching? | Fabio Bellavia, Carlo Colombo | Paper/Code |
TIP | Robust Feature Matching Using Spatial Clustering with Heavy Outliers | Xingyu Jiang, Jiayi Ma | Paper/Code |
TIP | Image Feature Correspondence Selection: A Comparative Study and a New Contribution | Chen Zhao, et al. | Paper/Code |
TIP | A Grassmannian Graph Approach to Affine Invariant Feature Matching | Mark Moyou, et al. | Paper/Code |
Pub. | Title | Author | Links |
---|---|---|---|
IJCV | Locality Preserving Matching | Jiayi Ma, et al. | Paper/Code |
IJCV | Cross-Domain Image Matching with Deep Feature Maps | Bailey Kong, et al. | Paper/Code |
ICCV | Deep Matching Prior: Test-Time Optimization for Dense Correspondence | Sunghwan Hong, Seungryong Kim | Paper/Code |
ICCV | AFD-Net: Aggregated Feature Difference Learning for Cross-Spectral Image Patch Matching | Dou Quan, Licheng Jiao, et al. | Paper/Code |
ICCV | GLAMpoints: Greedily Learned Accurate Match Points | ||
ICCV | Fully Convolutional Geometric Features | Christopher Choy, Jaesik Park, Vladlen Koltun | Paper/Code |
Pub. | Title | Author | Links |
---|---|---|---|
TIP | Automatic Registration of Images With Inconsistent Content Through Line-Support Region Segmentation and Geometrical Outlier Removal | Ming Zhao, et al. | Paper/Code |
TGRS | Guided Locality Preserving Feature Matching for Remote Sensing Image Registration | Jiayi Ma, Junjun Jiang, et al. | Paper/Code |
CVPR | On the Convergence of PatchMatch and Its Variants | Paper/Code | |
CVPR | Learning to Detect Features in Texture Images | Paper/Code |
Pub. | Title | Author | Links |
---|---|---|---|
TIP | Establishing Keypoint Matches on Multimodal Images With Bootstrap Strategy and Global Information | Yong Li, Hongbin Jin, Jiatao Wu, Jie Liu | Paper/Code |
ICCV | Progressive Large Scale-Invariant Image Matching in Scale Space | Lei Zhou, Long Quan | Paper/Code |
ICCV | Practical and Efficient Multi-View Matching | Paper/Code | |
ICCV | Misalignment-Robust Joint Filter for Cross-Modal Image Pairs | Paper/Code | |
CVPR | Convolutional neural network architecture for geometric matching | I. Rocco, R. Arandjelović, J. Sivic |
Paper/PAMI19 Code |
CVPR | Deep Semantic Feature Matching | Paper/Code | |
CVPR | HPatches: A Benchmark and Evaluation of Handcrafted and Learned Local Descriptors | Vassileios Balntas, et al. | Paper/Proj |
Pub. | Title | Author | Links |
---|---|---|---|
ECCV | LIFT: Learned Invariant Feature Transform | K. M. Yi, Pascal Fua, et al. | Paper/Code |
ECCV | Learning Image Matching by Simply Watching Video | Paper/Code | |
ECCV | Novel Coplanar Line-Points Invariants for Robust Line Matching Across Views | Paper/Code | |
ECCV | Deep Self-correlation Descriptor for Dense Cross-Modal Correspondence | S. Kim, Dongbo Min, S. Lin, Kwanghoon Sohn | Paper/Code |
Year | Pub. | Title | Author | Links |
---|---|---|---|---|
2021 | arXiv07 | Precise Aerial Image Matching based on Deep Homography Estimation | Paper/Code | |
2021 | arXiv05 | Attention for Image Registration (AiR): an unsupervised Transformer approach | Zihao Wang, Hervé Delingette | Paper/Code |
2021 | CVPR | Learning-based Image Registration with Meta-Regularization | Ebrahim Al Safadi, Xubo Song | Paper/Code |
2020 | TIP | Cross-Weather Image Alignment via Latent Generative Model with Intensity Consistency | Huabing Zhou, Jiayi Ma, et al. | Paper/Code |
2020 | TIP | Boosting Structure Consistency for Multispectral and Multimodal Image Registration | Si-Yuan Cao, Hui-Liang Shen, Shu-Jie Chen, Chunguang Li | Paper/Code |
2020 | TIP | Local-Adaptive Image Alignment Based on Triangular Facet Approximation | Jing Li, et al. | Paper/Code |
2020 | ECCV | RANSAC-Flow: Generic Two-stage Image Alignment | Paper/Code | |
2020 | ECCV | Aligning Videos in Space and Time | Paper/Code | |
2020 | CVPR | Unsupervised Multi-Modal Image Registration via Geometry Preserving Image-to-Image Translation | Moab Arar, Yiftach Ginger, et al. | Paper/Code |
2019 | TIP | Online Subspace Learning from Gradient Orientations for Robust Image Alignment | Qingqing Zheng, Yi Wang, Pheng Ann Heng | Paper/Code |
2019 | ICCV | Jointly Aligning Millions of Images With Deep Penalised Reconstruction Congealing | Roberto Annunziata, Christos Sagonas, Jacques Cali | Paper/Code |
2018 | PAMI | Hierarchical Sparse Representation for Robust Image Registration | Yeqing Li, et al. | Paper/Code |
2018 | ISPRSJ | A deep learning framework for remote sensing image registration | Shuang Wang, Licheng Jiao, et al. | Paper/Code |
2018 | ECCV | Multimodal image alignment through a multiscale chain of neural networks with application to remote sensing | Paper/Code | |
2017 | CVPR | CLKN: Cascaded Lucas-Kanade Networks for Image Alignment | Che-Han Chang, Chun-Nan Chou, Edward Y. Chang | Paper/Code |
Year | Pub. | Title | Author | Links |
---|---|---|---|---|
2020 | ECCV | Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images | Yuting He, et al. | Paper/Code |
2020 | CVPR | DeepFLASH: An Efficient Network for Learning-based Medical Image Registration | Jian Wang, Miaomiao Zhang | Paper/Code |
2020 | CVPR | Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks | Tony C.W. Mok, Albert C.S. Chung | Paper/Code |
2019 | ICCV | Recursive Cascaded Networks for Unsupervised Medical Image Registration | Shengyu Zhao, Yue Dong, et al. | Paper/Code |
2019 | CVPR | Networks for Joint Affine and Non-parametric Image Registration | Zhengyang Shen, Xu Han, et al. | Paper/Code |
2019 | CVPR | Metric Learning for Image Registration | M. Niethammer, R. Kwitt, François-Xavier Vialard | Paper/Code |
2018 | CVPR | An Unsupervised Learning Model for Deformable Medical Image Registration | Guha Balakrishnan, et al. | Paper/Code |
Year | Pub. | Title | Author | Links |
---|---|---|---|---|
2021 | ICCV | Out-of-boundary View Synthesis Towards Full-Frame Video Stabilization | Yufei Xu, Jing Zhang, Dacheng Tao | Paper/Code |
2021 | ICCV | Hybrid Neural Fusion for Full-Frame Video Stabilization | Yu-Lun Liu, Wei-Sheng Lai, et al. | Paper/Code Proj |
2021 | CVPR | Real-Time Selfie Video Stabilization | Paper/Code | |
2021 | CVPR | Digital Gimbal: End-to-End Deep Image Stabilization With Learnable Exposure Times | Paper/Code | |
2020 | TIP | PWStableNet: Learning Pixel-Wise Warping Maps for Video Stabilization | Minda Zhao;Qiang Ling | Paper/Code |
2020 | CVPR | Learning Video Stabilization Using Optical Flow | Paper/Code | |
2019 | CVPR | Robust Video Stabilization by Optimization in CNN Weight Space | J. Yu, Ravi Ramamoorthi | Paper/Code |
2019 | SIGA | Deep Iterative Frame Interpolation for Full-frame Video Stabilization | Paper/Code | |
2019 | TIP | Deep Online Video Stabilization With Multi-Grid Warping Transformation Learning | Miao Wang, et al. | Paper/Code |
2019 | TOG | Joint Stabilization and Direction of 360° Videos | C. Tang, Feng Liu, et al. | Paper/Code |
2019 | TOG | Content-preserving warps for 3D video stabilization | Feng Liu, et al. | Paper/Code |
2018 | ECCV | Selfie Video Stabilization | Paper/Code | |
2018 | CGF | Deep Video Stabilization Using Adversarial Networks | Sen-Zhe Xu, Jun Hu, et al. | Paper/Code |