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Image Registration datasets

archive 2025-07-28

13 datasets carry the task tag "Image Registration" (the task itself: Image Registration), ordered by the archive's paper count. Page 1 of 1: 13 shown of 13. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

All 12,172 Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Image Registration 13

Image Registration datasets 1–13 of 13

LLVIP (A Visible-infrared Paired Dataset for Low-light Vision)
Visible-infrared Paired Dataset for Low-light Vision 30976 images (15488 pairs) 24 dark scenes, 2 daytime scenes Support for image-to-image translation (visible to infrared, or infrared to visible), visible and infrared image fusion,…
ImagesObject DetectionImage GenerationImage-to-Image TranslationImage EnhancementLow-Light Image EnhancementPedestrian Detection+6 tasks
116 papers · 6 benchmarks
Medical Segmentation Decathlon
The Medical Segmentation Decathlon is a collection of medical image segmentation datasets.
ImagesMedicalSemantic SegmentationMedical Image SegmentationImage Registration
97 papers · 1 benchmark
Learn2Reg
Learn2Reg is a dataset for medical image registration.
ImagesMedical Image RegistrationImage Registration
37 papers · 2 benchmarks
SegTHOR (Segmentation of THoracic Organs at Risk)
SegTHOR (Segmentation of THoracic Organs at Risk) is a dataset dedicated to the segmentation of organs at risk (OARs) in the thorax, i.e.
ImagesMedicalSemantic SegmentationImage RegistrationMotion Estimation
28 papers · 0 benchmarks
UDIS-D (Unsupervised Deep Image Stitching Dataset)
UDIS-D is a large image dataset for image stitching or image registration.
ImagesImage RegistrationImage Stitching
11 papers · 0 benchmarks
ALTO (Aerial-view Large-scale Terrain-Oriented)
ALTO is a vision-focused dataset for the development and benchmarking of Visual Place Recognition and Localization methods for Unmanned Aerial Vehicles.
ImagesVisual Place RecognitionVisual OdometryImage Registration
4 papers · 0 benchmarks
DIR-LAB COPDgene (The Deformable Image Registration Laboratory)
Inspiratory and exipratory breath-hold CT image pairs acquired from the National Heart Lung Blood Institute COPDgene study archive.
Image Registration
4 papers · 1 benchmark
FIRE (Fundus Image Registration Dataset)
Fundus Image Registration Dataset (FIRE) is a dataset consisting of 129 retinal images forming 134 image pairs.
ImagesMedicalImage Registration
4 papers · 1 benchmark
BRIGHT
BRIGHT is the first open-access, globally distributed, event-diverse multimodal dataset specifically curated to support AI-based disaster response.
ImagesSemantic SegmentationChange DetectionImage RegistrationBuilding Damage AssessmentDamaged Building Detection
3 papers · 1 benchmark
VBR (VBR: A Vision Benchmark in Rome)
This dataset presents a vision and perception research dataset collected in Rome, featuring RGB data, 3D point clouds, IMU, and GPS data.
3DPoint cloudTrackingStereoRGB VideoLiDARPose EstimationVisual Place Recognition3D ReconstructionPoint Cloud RegistrationMonocular Depth EstimationNovel View Synthesis+23 tasks
3 papers · 0 benchmarks
FetReg: Largescale Multi-centre Fetoscopy Placenta Dataset
Fetoscopic Placental Vessel Segmentation and Registration (FetReg2021) challenge was organized as part of the MICCAI2021 Endoscopic Vision (EndoVis) challenge.
ImagesBiomedicalRGB Video2D Semantic SegmentationImage Registration
2 papers · 0 benchmarks
Fetoscopy Placenta Data
The fetoscopy placenta dataset is associated with our MICCAI2020 publication titled “Deep Placental Vessel Segmentation for Fetoscopic Mosaicking”.
ImagesVideosMedical Image SegmentationImage Registration
2 papers · 0 benchmarks
L1BSR (L1BSR dataset)
The Sentinel-2 satellite carries 12 CMOS detectors for the VNIR bands, with adjacent detectors having overlapping fields of view that result in overlapping regions in level-1 B (L1B) images.
ImagesStereoImage Super-ResolutionImage RestorationStereo Image Super-ResolutionSelf-Supervised LearningImage RegistrationStereo Disparity Estimation
1 paper · 0 benchmarks

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.