Learning Accurate Dense Correspondences and When to Trust Them

5 January 2021

Prune Truong

Martin Danelljan

Luc Van Gool

Radu Timofte

3DH

3DPC

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Papers citing "Learning Accurate Dense Correspondences and When to Trust Them"

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Title
SFD2: Semantic-guided Feature Detection and Description Fei Xue Ignas Budvytis R. Cipolla 36 32 0 28 Apr 2023
GlueStick: Robust Image Matching by Sticking Points and Lines Together Rémi Pautrat Iago Suárez Yifan Yu Marc Pollefeys Viktor Larsson 3DV 29 57 0 04 Apr 2023
PMatch: Paired Masked Image Modeling for Dense Geometric Matching Shengjie Zhu Xiaoming Liu 30 22 0 30 Mar 2023
Improving Transformer-based Image Matching by Cascaded Capturing Spatially Informative Keypoints Chenjie Cao Yanwei Fu ViT 25 9 0 06 Mar 2023
MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis from Sparse Inputs Seunghyeon Seo D. Han Yeonjin Chang Nojun Kwak 23 45 0 17 Feb 2023
Uncertainty-Driven Dense Two-View Structure from Motion Weirong Chen Suryansh Kumar F. I. F. Richard Yu 25 7 0 01 Feb 2023
GyroFlow+: Gyroscope-Guided Unsupervised Deep Homography and Optical Flow Learning Haipeng Li Kunming Luo B. Zeng Shuaicheng Liu 36 9 0 23 Jan 2023
Learning Implicit Functions for Dense 3D Shape Correspondence of Generic Objects Feng Liu Xiaoming Liu 3DPC 3DV 34 4 0 29 Dec 2022
Correspondence Distillation from NeRF-based GAN Yushi Lan Chen Change Loy Bo Dai 35 9 0 19 Dec 2022
Semi-supervised Deep Large-baseline Homography Estimation with Progressive Equivalence Constraint Hai Jiang Haipeng Li Yuhang Lu Songchen Han Shuaicheng Liu 33 14 0 06 Dec 2022
Leveraging Image Matching Toward End-to-End Relative Camera Pose Regression Fadi Khatib Yuval Margalit Meirav Galun Ronen Basri 25 2 0 27 Nov 2022
SPARF: Neural Radiance Fields from Sparse and Noisy Poses Prune Truong Marie-Julie Rakotosaona Fabian Manhardt F. Tombari 3DH 16 175 0 21 Nov 2022
MicroISP: Processing 32MP Photos on Mobile Devices with Deep Learning Andrey D. Ignatov Anastasia Sycheva Radu Timofte Yu-Wen Tseng Yu-Syuan Xu ... Cheng-Ming Chiang Hsien-Kai Kuo Min-Hung Chen Chia-Ming Cheng Luc Van Gool MQ 18 17 0 08 Nov 2022
PyNet-V2 Mobile: Efficient On-Device Photo Processing With Neural Networks Andrey D. Ignatov Grigory Malivenko Radu Timofte Yu-Wen Tseng Yu-Syuan Xu ... Cheng-Ming Chiang Hsien-Kai Kuo Min-Hung Chen Chia-Ming Cheng Luc Van Gool 3DH 15 17 0 08 Nov 2022
Learned Smartphone ISP on Mobile GPUs with Deep Learning, Mobile AI & AIM 2022 Challenge: Report Andrey D. Ignatov Radu Timofte Shuai Liu Chaoyu Feng Furui Bai ... Xin Lou Wei Zhou Cong Pang Haina Qin Mingxuan Cai 27 23 0 07 Nov 2022
ECO-TR: Efficient Correspondences Finding Via Coarse-to-Fine Refinement Donglin Tan Jiangjiang Liu Xingyu Chen Chao Chen Ruixin Zhang Yunhang Shen Shouhong Ding Rongrong Ji 22 23 0 25 Sep 2022
NeuralMarker: A Framework for Learning General Marker Correspondence Zhaoyang Huang Xiao Pan Weihong Pan Weikang Bian Yan Xu Ka Chun Cheung Guofeng Zhang Hongsheng Li 30 5 0 19 Sep 2022
Integrative Feature and Cost Aggregation with Transformers for Dense Correspondence Sunghwan Hong Seokju Cho Seung Wook Kim Stephen Lin 3DV 42 4 0 19 Sep 2022
ASpanFormer: Detector-Free Image Matching with Adaptive Span Transformer Hongkai Chen Zixin Luo Lei Zhou Yurun Tian Mingmin Zhen Tian Fang David McKinnon Yanghai Tsin Long Quan 30 165 0 30 Aug 2022
Deep Patch Visual Odometry Zachary Teed Lahav Lipson Jia Deng MDE 20 111 0 08 Aug 2022
Adaptive Assignment for Geometry Aware Local Feature Matching Dihe Huang Ying Chen Shang Xu Yong-Jin Liu Wen-Qi Wu Yikang Ding Chengjie Wang Fan Tang 22 32 0 18 Jul 2022
Semi-Supervised Keypoint Detector and Descriptor for Retinal Image Matching Jiazhen Liu Xirong Li Qijie Wei Jie Xu Dayong Ding 14 29 0 16 Jul 2022
Towards Grand Unification of Object Tracking B. Yan Yi-Xin Jiang Pei Sun D. Wang Zehuan Yuan Ping Luo Huchuan Lu ViT VOT 40 136 0 14 Jul 2022
Unsupervised Foggy Scene Understanding via Self Spatial-Temporal Label Diffusion Liang Liao Wenyi Chen Jing Xiao Zhilin Wang Chia-Wen Lin Shiníchi Satoh DiffM 29 24 0 10 Jun 2022
Domain Invariant Siamese Attention Mask for Small Object Change Detection via Everyday Indoor Robot Navigation Koji Takeda Kanji Tanaka Yoshimasa Nakamura 3DPC 17 3 0 29 Mar 2022
Probabilistic Warp Consistency for Weakly-Supervised Semantic Correspondences Prune Truong Martin Danelljan F. I. F. Richard Yu Luc Van Gool 17 31 0 08 Mar 2022
NeRF-Supervision: Learning Dense Object Descriptors from Neural Radiance Fields Lin Yen-Chen Peter R. Florence Jonathan T. Barron Nayeon Lee Alberto Rodriguez Phillip Isola 31 120 0 03 Mar 2022
CATs++: Boosting Cost Aggregation with Convolutions and Transformers Seokju Cho Sunghwan Hong Seung Wook Kim ViT 27 34 0 14 Feb 2022
DKM: Dense Kernelized Feature Matching for Geometry Estimation Johan Edstedt Ioannis Athanasiadis Mårten Wadenbäck M. Felsberg 3DV MDE 27 119 0 01 Feb 2022
Cost Aggregation Is All You Need for Few-Shot Segmentation Sunghwan Hong Seokju Cho Jisu Nam Seungryong Kim ViT 29 23 0 22 Dec 2021
DenseGAP: Graph-Structured Dense Correspondence Learning with Anchor Points Zhengfei Kuang Jiaman Li Mingming He Tong Wang Yajie Zhao 18 16 0 13 Dec 2021
ScaleNet: A Shallow Architecture for Scale Estimation Axel Barroso Laguna Yurun Tian K. Mikolajczyk 24 9 0 09 Dec 2021
Dense Uncertainty Estimation via an Ensemble-based Conditional Latent Variable Model Jing Zhang Yuchao Dai Mehrtash Harandi Yiran Zhong Nick Barnes Richard I. Hartley UQCV 18 1 0 22 Nov 2021
Learning Co-segmentation by Segment Swapping for Retrieval and Discovery Xi Shen Alexei A. Efros Armand Joulin Mathieu Aubry 16 11 0 29 Oct 2021
PDC-Net+: Enhanced Probabilistic Dense Correspondence Network Prune Truong Martin Danelljan Radu Timofte Luc Van Gool 29 83 0 28 Sep 2021
HarrisZ $^+$ : Harris Corner Selection for Next-Gen Image Matching Pipelines F. Bellavia Dmytro Mishkin 3DV 28 21 0 27 Sep 2021
Pixel-Perfect Structure-from-Motion with Featuremetric Refinement Philipp Lindenberger Paul-Edouard Sarlin Viktor Larsson Marc Pollefeys 3DV 31 192 0 18 Aug 2021
CATs: Cost Aggregation Transformers for Visual Correspondence Seokju Cho Sunghwan Hong Sangryul Jeon Yunsung Lee Kwanghoon Sohn Seungryong Kim ViT 26 86 0 04 Jun 2021
Learned Smartphone ISP on Mobile NPUs with Deep Learning, Mobile AI 2021 Challenge: Report Andrey D. Ignatov Cheng-Ming Chiang Hsien-Kai Kuo Anastasia Sycheva Radu Timofte ... K. Upla Kiran Raja Raghavendra Ramachandra Christoph Busch Etienne de Stoutz 33 47 0 17 May 2021
LoFTR: Detector-Free Local Feature Matching with Transformers Jiaming Sun Zehong Shen Yuang Wang Hujun Bao Xiaowei Zhou ViT 31 1,140 0 01 Apr 2021
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 253 1,828 0 18 Aug 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015