Cross-Modal Image Registration

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9 papers in the last four weeks, up 200% on the four weeks before. 0.1% of all new papers.

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  1. Deformable CT-US Registration via Anatomy-Aware Implicit Neural Representations

    Oct 6, 2026Agnieszka Lach, Magdalena Wysocki, Feng Li +7Medical Image RegistrationUltrasound Imaging

    medPhoton GmbH, Salzburg, Austria · Computer Aided Medical Procedures, Technical University of Munich, Munich, Germany

  2. OCA: ODE-Driven Cross-Attention for Image-to-Point-Cloud Registration

    Sep 29, 2026Pei An, Jiaqi Yang, Yulong Wang +2Cross-AttentionPoint Cloud Registration

    Huazhong University of Science and Technology, China · Northwestern Polytechnical University, China · Huazhong Agricultural University, China +2

  3. Diff-RF: Mutually Reinforced Image Registration and Fusion via Degradation-Aware Learning

    Sep 23, 2026Xunpeng Yi, Zaixi Du, Qinglong Yan +3Multi-Source Image FusionCross-Modal Image Registration

    Electronic Information School, Wuhan University, Wuhan 430072, China

  4. BINDER: A Latent Variable Model for Probabilistic Medical Image Registration

    Sep 17, 2026Stefano Cerri, Amirhossein Hassankhani, Yaël Balbastre +1Medical Image RegistrationCross-Modal Image Registration

    Copenhagen Research Centre for Biological and Precision Psychiatry, Mental Health Centre Copenhagen, Copenhagen University Hospital, Denmark, and the Pioneer Centre for Artificial Intelligence, University of Copenhagen, Denmark · Department of Neuroscience and Biomedical Engineering, Aalto University, Finland · Department of Experimental Psychology, Division of Psychology and Language Sciences, University College London +1

  5. Mask 2D-3D: Adaptive Dual-Masked Autoencoder Network for Image-to-Point Cloud Registration

    Sep 16, 2026Zhixin Cheng, Jiacheng Deng, Xiaotian Yin +3Masked AutoencodersPoint Cloud Registration

    School of Computer Science and Technology, Hefei University of Technology, Hefei 230601, China · School of Information Science and Technology, University of Science and Technology of China, Hefei 230027, China · Institute of Advanced Technology, University of Science and Technology of China, Hefei 230027, China

  6. Multi-Session Multimodal Underwater Mapping with Acoustic and Optical Imaging

    Sep 15, 2026Precious Philip-Ifabiyi, Valerio Franchi, Fausto Ferreira +1Factor Graph OptimizationCross-Modal Image Registration

    Computer Vision and Robotics Research Institute (ViCOROB), University of Girona, Campus Montilivi, Edifici P4, Girona, 17003, Catalonia, Spain · University of Zagreb Faculty of Electrical Engineering and Computing, Zagreb, Croatia · University of Zagreb Faculty of Electrical Engineering and Computing, Laboratory for Underwater Systems and Technologies (LABUST), Zagreb, Croatia +1

  7. Benchmarking Intra-Patient 3D Deformable Multimodal Image Registration

    Sep 14, 2026Matteo Barbieri, Giammarco La Barbera, Juan Pablo De La Plata +3Medical Image RegistrationCross-Modal Image Registration

    IMAG2, Institut IMAGINE, Université Paris Cité, Paris, France · Replico SAS, Paris, France · Université Paris Cité, Department of Pediatric Surgery, Hôpital Necker Enfants-Malades, Assistance Publique–Hôpitaux de Paris (AP-HP), Paris, France +2

  8. Aligned Radiometric RGB-Thermal Fusion for UAV Facade Anomaly Screening

    Sep 14, 2026Yuan Yang, Shulei Li, Haobo LiangThermal ImagingInfrared-Visible Image Fusion

    Hong Kong Center for Construction Robotics, Hong Kong SAR, China

  9. DRS-VPT: Directly Relocalizing in a Scan with Vision Point Transformers

    Sep 14, 2026Lanke Frank Tarimo Fu, Maurice Fallon3D ViTsCamera Pose Estimation

    University of Oxford, Oxford OX2 6NN, United Kingdom

  10. Evaluation Principles for MRI-MRA Registration in Trigeminal Neuralgia: An ROI-Centered Neurovascular Benchmark

    Sep 8, 2026Xupeng Zhang, Xihang Wang, Michael Xie +6Medical Image RegistrationNeuroimaging

    Department of Electrical and Computer Engineering and Data Science and AI Institute, Johns Hopkins University, Baltimore, MD 21218, USA · Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA · Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD 21287, USA

  11. Accurate Reconstruction of Gas Turbine Blade Geometry Using 3D/2D Rigid Registration and CT View Optimization

    Sep 1, 2026Hristo Valtchanov, Nicolas Piché, Vladimir Brailovski +3Industrial InspectionCross-Modal Image Registration

    1École Polytechnique de Montréal, Montréal, QC, Canada · 2Object Research Systems Inc., Montréal, QC, Canada · 3École de technologie supérieure, Montréal, QC, Canada +1

  12. Warping Earth Observations for better ice labeling in the Marginal Marginal Ice Zone

    Aug 12, 2026Tom Kelly, Martin S. J. RogersRemote Sensing Image SegmentationCross-Modal Alignment

    British Antarctic Survey, Cambridge

  13. Bridging Severe Cross-Modal Misalignment: End-to-End Visible-Infrared Object Detection via Explicit Feature-Domain Affine Registration

    Aug 11, 2026Qi Ming, Yuyang Wang, Mingjing Zhao +7Multispectral Object DetectionCross-Modal Alignment

    Beijing University of Technology, China · Central South University, China · Beijing Electronics Science & Technology Institute +4

  14. APCReg: Anatomical-Prior-Guided Coarse-to-Fine CBCT--IOS Registration via Multi-View Projection and Reliability-Controlled Residual Correction

    Aug 7, 2026Xincan Zheng, Yaqi Wang, Zhi Li +4Cone-Beam CTMedical Image Registration

    School of Cyberspace Security, Hangzhou Dianzi University, Hangzhou, China · Innovation Center for Electronic Design Automation Technology, Hangzhou Dianzi University, Hangzhou, China · Department of Craniomaxillofacial Surgery, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China +2

  15. Coarse-to-Fine Registration of Jawbone CT and Intraoral Scan Data Using GeDi and ICP with Pseudo-IOS Ground Truth

    Aug 3, 2026Sho Mitarai, Hikaru Kayo, Hisashi Ozaki +2Medical Image RegistrationPoint Cloud Registration

    School of Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto, Japan. · Department of Oral and Maxillofacial Surgery, Rakuwakai Otowa Hospital, Kyoto, Japan.

  16. Cross-Coordinate Correspondence Pruning for Image-to-Point Cloud Registration

    Jul 19, 2026Xin Liu, Rong Qin, Huipeng Lin +5Point Cloud RegistrationCross-Modal Feature Matching

    VCIP & TMCC & DISSec, College of Computer Science, Nankai University, Tianjin, China. · AutoCity (Shenzhen) Autonomous Driving Co., Ltd, Shenzhen, China. · School of Intelligent Science and Technology, University of Science and Technology Beijing, Beijing, China. +4

  17. Image-to-Point Cloud Registration Made Easy with Rectified Flow-based LiDAR Upsampling

    Jul 16, 2026Reon Tabata, Kenji Koide, Shuji Oishi +4Camera-LiDAR FusionPoint Cloud Registration

    Department of Computer Science and Engineering, Toyohashi University of Technology, Toyohashi, Aichi, Japan · National Institute of Advanced Industrial Science and Technology, Tsukuba, Ibaraki, Japan

  18. Reliability-Aware CT-MRI Registration: A Quality Engineering Framework with Stability Analysis and Risk Classification

    Jul 1, 2026Nisreen AlbzourMedical Image RegistrationCross-Modal Image Registration

    School of Systems Science and Industrial Engineering, Binghamton University, Binghamton, NY, USA

  19. RBE-Flow: Recurrent Bayesian Estimation on Feature Manifolds for Cross-Modal Registration

    Jun 29, 2026Mengzhu Ding, Xin Song, Xiaoke Ding +2Optical FlowBayesian Inference

    Northeastern University, China

  20. Projection-based coupling of infrared thermography and stereocorrelation-based digital image correlation

    Jun 27, 2026Jendrik-Alexander Tröger, Lutz Müller-Lohse, Stefan HartmannThermal ImagingCross-Modal Image Registration

    Institute of Applied Mechanics, Clausthal University of Technology, Adolph-Roemer-Straße 2a, 38678 Clausthal-Zellerfeld, Germany

  21. LayersReg: A Layer-by-Layer Progressive Regressor for Reliable Intraoperative 3D/2D Registration

    Jun 25, 2026Xiyuan Wang, Zhenchao Wang, Xinran Chen +3Medical Image RegistrationCross-Modal Image Registration

    School of Biological Science and Medical Engineering Southeast University Nanjing · School of Engineering, College of Engineering and Physical Sciences University of Birmingham Birmingham · State Key Laboratory of Digital Medical Engineering Southeast University Nanjing

  22. Cross-Modality Feature Fusion Based on Structured State Space Duality for Multimodal Image Registration Network

    Jun 2, 2026Zhikang Li, Yan Wu, Xin Hu +2Multi-Scale Feature FusionCross-Modal Feature Matching

    Remote Sensing Image Processing and Fusion Group, School of Electronic Engineering, Xidian University, Xi’an 710071, China · National Key Laboratory of Radar Signal Processing, Xidian University, Xi’an 710071, China

  23. VoxCor: Training-Free Volumetric Features for Multimodal Voxel Correspondence

    May 13, 2026Guney Tombak, Ertunc Erdil, Ender KonukogluMedical Imaging Foundation ModelsCross-Modal Representation Learning

    Biomedical Image Computing Group, ETH Zurich, Zurich, Switzerland · The LOOP Zurich – Medical Research Center, Zurich, Switzerland

  24. Uncertainty-aware Spatial-Frequency Registration and Fusion for Infrared and Visible Images

    May 13, 2026Xingyuan Li, Haoyuan Xu, Xingyue Zhu +4Multi-Source Image FusionInfrared-Visible Image Fusion

    Dalian University of Technology · Northwestern Polytechnical University · Dalian Maritime University

  25. TAR: Text Semantic Assisted Cross-modal Image Registration Framework for Optical and SAR Images

    May 12, 2026Zhuoyu Cai, Dou Quan, Ning Huyan +3Remote SensingSynthetic Aperture Radar

    Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education of China, School of Artificial Intelligence, Xidian University, Xi’an 710071, China

  26. FS-I2P:A Hierarchical Focus-Sweep Registration Network with Dynamically Allocated Depth

    May 8, 2026Zhixin Cheng, Yujia Chen, Xujing Tao +4Cross-Modal AttentionPoint Cloud Registration

    School of Information Science and Technology, University of Science and Technology of China · School of Computer Science and Information Engineering, Hefei University of Technology · National Key Laboratory of Deep Space Exploration, Deep Space Exploration Laboratory +1

  27. Angle-I2P: Angle-Consistent-Aware Hierarchical Attention for Cross-Modality Outlier Rejection

    May 6, 2026Muyao Peng, Shun Zou, Pei An +2Point Cloud RegistrationCross-Modal Feature Matching

    School of Electronic Information and Communications, Huazhong University of Science and Technology

  28. SegFly: A Dataset and 2D-3D-2D Paradigm for Aerial RGB-Thermal Semantic Segmentation at Scale

    Mar 18, 2026Markus Gross, Sai Bharadhwaj Matha, Rui Song +4Remote Sensing Image SegmentationCross-Modal Image Registration

    Fraunhofer Institute IVI · TU Munich · MCML +2

  29. NeuralBoneReg: An Instance-Specific Label-Free Point Cloud-Based Method for Multi-Modal Bone Surface Registration

    Nov 18, 2025Luohong Wu, Matthias Seibold, Nicola A. Cavalcanti +5Medical Image RegistrationPoint Cloud Registration

    Research in Orthopedic Computer Science, Balgrist University Hospital, University of Zurich, Lengghalde 5, Zurich, 8008, Zurich, Switzerland · AI Center, ETH Zurich, Ramistrasse 101, Zurich, 8092, Zurich, Switzerland