Learning to Compare Image Patches via Convolutional Neural Networks

14 April 2015

Papers citing "Learning to Compare Image Patches via Convolutional Neural Networks"

50 / 198 papers shown

Title
Multi-view dense image matching with similarity learning and geometry priors Mohamed Ali Chebbi Ewelina Rupnik P. Lopes M. Pierrot-Deseilligny 24 0 0 16 May 2025
Puzzle Similarity: A Perceptually-guided Cross-Reference Metric for Artifact Detection in 3D Scene Reconstructions Nicolai Hermann Jorge Condor Piotr Didyk 3DV 99 0 0 26 Nov 2024
ConDL: Detector-Free Dense Image Matching Monika Kwiatkowski Simon Matern Olaf Hellwich 3DV 62 0 0 05 Aug 2024
Towards AI Lesion Tracking in PET/CT Imaging: A Siamese-based CNN Pipeline applied on PSMA PET/CT Scans Stefan P. Hein M. Schultheiss A. Gafita R. Zaum Farid Yagubbayli Robert Tauber I. Rauscher Matthias Eiber Franz Pfeiffer Wolfgang A. Weber MedIm 23 0 0 13 Jun 2024
GaussianRoom: Improving 3D Gaussian Splatting with SDF Guidance and Monocular Cues for Indoor Scene Reconstruction Haodong Xiang Xinghui Li Xiansong Lai Wanting Zhang Zhichao Liao Kai Cheng Xueping Liu Xueping Liu 3DV 3DGS 42 10 0 30 May 2024
Medical Image Registration and Its Application in Retinal Images: A Review Qiushi Nie Xiaoqing Zhang Yan Hu Mingdao Gong Jiang-Dong Liu 50 3 0 25 Mar 2024
Relational Representation Learning Network for Cross-Spectral Image Patch Matching Chuan Yu Yunpeng Liu Jinmiao Zhao Dou Quan Zelin Shi Xiangyu Yue ViT 44 0 0 18 Mar 2024
Pre-examinations Improve Automated Metastases Detection on Cranial MRI K. Deike-Hofmann Dorottya Dancs D. Paech H. Schlemmer Klaus Maier-Hein P. Bäumer A. Radbruch Michael Götz 28 4 0 13 Mar 2024
Use of Graph Neural Networks in Aiding Defensive Cyber Operations Shaswata Mitra Trisha Chakraborty Subash Neupane Aritran Piplai Sudip Mittal AAML 50 3 0 11 Jan 2024
OpenStereo: A Comprehensive Benchmark for Stereo Matching and Strong Baseline Xianda Guo Chenming Zhang Juntao Lu Yiqi Wang Yiqun Duan Tian Yang Zheng Zhu Long Chen 3DV 43 16 0 01 Dec 2023
NeuSG: Neural Implicit Surface Reconstruction with 3D Gaussian Splatting Guidance Hanlin Chen Chen Li Gim Hee Lee Gim Hee Lee 3DGS 55 77 0 01 Dec 2023
Transformer-based Multimodal Change Detection with Multitask Consistency Constraints Biyuan Liu Huaixin Chen Kun Li Michael Ying Yang 41 14 0 13 Oct 2023
IFAST: Weakly Supervised Interpretable Face Anti-spoofing from Single-shot Binocular NIR Images Jiancheng Huang Donghao Zhou Shifeng Chen CVBM 42 2 0 29 Sep 2023
Learning Photometric Feature Transform for Free-form Object Scan Xiang-Wei Feng Kaizhang Kang Fan Pei Huakeng Ding Jinjiang You P. Tan Kun Zhou Hongzhi Wu 33 0 0 07 Aug 2023
DiViNeT: 3D Reconstruction from Disparate Views via Neural Template Regularization Aditya Vora A. Patil Hao Zhang 3DV 29 6 0 07 Jun 2023
FastMESH: Fast Surface Reconstruction by Hexagonal Mesh-based Neural Rendering Yisu Zhang Jianke Zhu Lixiang Lin 3DV 3DH 29 2 0 29 May 2023
DeepSim-Nets: Deep Similarity Networks for Stereo Image Matching Mohamed Ali Chebbi Ewelina Rupnik M. Pierrot-Deseilligny P. Lopes 3DPC 18 4 0 17 Apr 2023
Optimizing CAD Models with Latent Space Manipulation J. Elstner Raoul Schönhof Steffen Tauber Marco F. Huber 45 0 0 09 Mar 2023
Learning-Based Dimensionality Reduction for Computing Compact and Effective Local Feature Descriptors Hao Dong Xieyuanli Chen Mihai Dusmanu Viktor Larsson Marc Pollefeys C. Stachniss 20 6 0 27 Sep 2022
Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery Xin-Yi Tong Guisong Xia Xiaoxiang Zhu AI4TS 42 64 0 01 Sep 2022
Multi-View Reconstruction using Signed Ray Distance Functions (SRDF) Pierre Zins Yuanlu Xu Edmond Boyer Stefanie Wuhrer Tony Tung 15 9 0 31 Aug 2022
MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction Zehao Yu Songyou Peng Michael Niemeyer Torsten Sattler Andreas Geiger 23 449 0 01 Jun 2022
Multiview Stereo with Cascaded Epipolar RAFT Zeyu Ma Zachary Teed Jia Deng 27 46 0 09 May 2022
Self-Taught Metric Learning without Labels Sungyeon Kim Dongwon Kim Minsu Cho Suha Kwak SSL 27 20 0 04 May 2022
Urban Change Forecasting from Satellite Images Nando Metzger Mehmet Özgür Türkoglu Rodrigo Caye Daudt Jan Dirk Wegner Konrad Schindler 33 2 0 27 Apr 2022
DiFT: Differentiable Differential Feature Transform for Multi-View Stereo Kaizhang Kang Chong Zeng Hongzhi Wu Kun Zhou 24 0 0 16 Mar 2022
Fusing Convolutional Neural Network and Geometric Constraint for Image-based Indoor Localization Jingwei Song Mitesh Patel Maani Ghaffari 33 16 0 05 Jan 2022
Multi-Head Deep Metric Learning Using Global and Local Representations M. K. Ebrahimpour Gang Qian Allison Beach 27 8 0 28 Dec 2021
Season-invariant GNSS-denied visual localization for UAVs Jouko Kinnari Francesco Verdoja Ville Kyrki 31 21 0 05 Oct 2021
Improving Deep Metric Learning by Divide and Conquer A. Sanakoyeu Pingchuan Ma Vadim Tschernezki Bjorn Ommer 42 14 0 09 Sep 2021
Deep Metric Learning for Ground Images Raaghav Radhakrishnan Jan Fabian Schmid Randolf Scholz Lars Schmidt-Thieme ObjD 30 3 0 03 Sep 2021
Learning by Aligning: Visible-Infrared Person Re-identification using Cross-Modal Correspondences Hyunjong Park Sanghoon Lee Junghyup Lee Bumsub Ham 26 151 0 17 Aug 2021
Forward-Looking Sonar Patch Matching: Modern CNNs, Ensembling, and Uncertainty Arka Mallick Paul G. Plöger Matias Valdenegro-Toro 13 0 0 02 Aug 2021
RankSRGAN: Super Resolution Generative Adversarial Networks with Learning to Rank Wenlong Zhang Yihao Liu Chao Dong Yulin Qiao GAN 30 37 0 20 Jul 2021
Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-level Telltales Chen Kong Baoliang Chen Haoliang Li Shiqi Wang Anderson de Rezende Rocha Sam Kwong CVBM 53 61 0 13 Jul 2021
Multimodal Representation for Neural Code Search Jian Gu Zimin Chen Monperrus Martin 23 43 0 02 Jul 2021
Pruning Edges and Gradients to Learn Hypergraphs from Larger Sets David W. Zhang Gertjan J. Burghouts Cees G. M. Snoek 37 4 0 26 Jun 2021
Unsupervised Object-Level Representation Learning from Scene Images Jiahao Xie Xiaohang Zhan Ziwei Liu Yew-Soon Ong Chen Change Loy SSL OCL 38 73 0 22 Jun 2021
DFM: A Performance Baseline for Deep Feature Matching Ufuk Efe K. G. Ince A. Aydin Alatan 29 60 0 14 Jun 2021
InfoBehavior: Self-supervised Representation Learning for Ultra-long Behavior Sequence via Hierarchical Grouping Runshi Liu Pengda Qin Yuhong Li Weigao Wen Dong Li Kefeng Deng Qiang Wu AI4TS 15 0 0 13 Jun 2021
FCCDN: Feature Constraint Network for VHR Image Change Detection Pan Chen Danfeng Hong Zhengchao Chen Xuan S. Yang Baipeng Li Bing Zhang 50 148 0 23 May 2021
A Fusion-Denoising Attack on InstaHide with Data Augmentation Xinjian Luo X. Xiao Yuncheng Wu Juncheng Liu Beng Chin Ooi FedML PICV 57 7 0 17 May 2021
UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction Michael Oechsle Songyou Peng Andreas Geiger 42 738 0 20 Apr 2021
STMTrack: Template-free Visual Tracking with Space-time Memory Networks Z. Fu Qingjie Liu Zehua Fu Yunhong Wang 29 225 0 01 Apr 2021
Dual Contrastive Loss and Attention for GANs Ning Yu Guilin Liu Aysegül Dündar Andrew Tao Bryan Catanzaro Larry S. Davis Mario Fritz GAN 34 60 0 31 Mar 2021
Adaptive Deconvolution-based stereo matching Net for Local Stereo Matching Xin Ma Zhicheng Zhang Danfeng Wang Yu Luo Hui Yuan 24 4 0 01 Jan 2021
Active Annotation of Informative Overlapping Frames in Video Mosaicking Applications L. Peter Marcel Tella-Amo D. I. Shakir Jan Deprest Sebastien Ourselin Juan Eugenio Iglesias Tom Kamiel Magda Vercauteren 17 0 0 30 Dec 2020
Parallax Attention for Unsupervised Stereo Correspondence Learning Longguang Wang Yulan Guo Yingqian Wang Zhengfa Liang Zaiping Lin Jungang Yang W. An 3DPC 31 110 0 16 Sep 2020
TCDesc: Learning Topology Consistent Descriptors for Image Matching Honghu Pan Fanyang Meng Nana Fan Zhenyu He 21 23 0 13 Sep 2020
Siamese Network for RGB-D Salient Object Detection and Beyond Keren Fu Deng-Ping Fan Ge-Peng Ji Qijun Zhao Jianbing Shen Ce Zhu 52 207 0 26 Aug 2020