Index by Topic

Another helpful site is the YACVID page.

Action Databases

Biological/Medical

1. 2008 MICCAI MS Lesion Segmentation Challenge (National Institutes of Health Blueprint for Neuroscience Research)
2. Annotated Spine CT Database for Benchmarking of Vertebrae Localization, 125 patients, 242 scans (Ben Glockern)
3. Cavy Action Dataset - 16 sequences with 640 x 480 resolutions recorded at 7.5 frames per second (fps) with approximately 31621506 frames in total (272 GB) of interacting cavies (guinea pig) (Al-Raziqi and Denzler)
4. CRCHistoPhenotypes - Labeled Cell Nuclei Data - colorectal cancer histology images consisting of nearly 30,000 dotted nuclei with over 22,000 labeled with the cell type (Rajpoot + Sirinukunwattana)
5. Leaf Segmentation ChallengeTobacco and arabidopsis plant images (Hanno Scharr, Massimo Minervini, Andreas Fischbach, Sotirios A. Tsaftaris)
6. Moth fine-grained recognition - 675 similar classes, 5344 images (Erik Rodner et al)
7. Mouse Embryo Tracking Database - cell division event detection (Marcelo Cicconet, Kris Gunsalus)
8. OASIS - Open Access Series of Imaging Studies - 500+ MRI data sets of the brain (Washington University, Harvard University, Biomedical Informatics Research Network)
9. Plant Phenotyping Datasets - plant data suitable for plant and leaf detection, segmentation, tracking, and species recognition (M. Minervini, A. Fischbach, H. Scharr, S. A. Tsaftaris)
10. Spine and Cardiac data (Digital Imaging Group of London Ontario, Shuo Li)
11. VascuSynth - 120 3D vascular tree like structures with ground truth (Mengliu Zhao, Ghassan Hamarneh)

Face Databases

Fingerprints

General Images

General RGBD and Depth Datasets

Note: there are 3D datasets elsewhere as well, e.g. in Objects, Scenes, and Actions.

1. BigBIRD - 100 objects with for each object, 600 3D point clouds and 600 high-resolution color images spanning all views (Singh, Sha, Narayan, Achim, Abbeel)
2. CAESAR Civilian American and European Surface Anthropometry Resource Project - 4000 3D human body scans (SAE International)
3. CIN 2D+3D object classification dataset - segmented color and depth images of objects from 18 categories of common household and office objects (Björn Browatzki et al)
4. IMPART multi-view/multi-modal 2D+3D film production dataset - LIDAR, video, 3D models, spherical camera, RGBD, stereo, action, facial expressions, etc. (Univ. of Surrey)
5. NYU Depth Dataset V2 - Indoor Segmentation and Support Inference from RGBD Images
6. Semantic-8: 3D point cloud classification with 8 classes (ETH Zurich)
7. Washington RGB-D Object Dataset - 300 common household objects and 14 scenes. (University of Washington and Intel Labs Seattle)

Hand Grasp, Action and Gesture Databases

1. A-STAR Annotated Hand-Depth Image Dataset and its Performance Evaluation - depth data and data glove data, 29 images of 30 volunteers, Chinese number counting and American Sign Language (Xu and Cheng)
2. HandNet: annotated depth images of articulated hands 214971 annotated depth images of hands captured by a RealSense RGBD sensor of hand poses. Annotations: per pixel classes, 6D fingertip pose, heatmap. Images -> Train: 202198, Test: 10000, Validation: 2773. Recorded at GIP Lab, Technion.
3. LISA Vehicle Detection Dataset - colour first person driving video under various lighting and traffic conditions (Sivaraman, Trivedi)
4. LISA CVRR-HANDS 3D - 19 gestures performed by 8 subjects as car driver and passengers (Ohn-Bar and Trivedi)
5. NYU Hand Pose Dataset - 8252 test-set and 72757 training-set frames of captured RGBD data with ground-truth hand-pose, 3 views (Tompson, Stein, Lecun, Perlin}
6. Sheffield gesture database - 2160 RGBD hand gesture sequences, 6 subjects, 10 gestures, 3 postures, 3 backgrounds, 2 illuminations (Ling Shao)
7. UT Grasp Data Set - 4 subjects grasping a variety of objectss with a variety of grasps (Cai, Kitani, Sato)
8. Yale human grasping data set - 27 hours of video with tagged grasp, object, and task data from two housekeepers and two machinists (Bullock, Feix, Dollar)

Image, Video and Shape Database Retrieval

Object Databases

People, Pedestrian, Eye/Iris, Template Detection/Tracking Databases

1. 3D KINECT Gender Walking data base (L. Igual, A. Lapedriza, R. Borràs from UB, CVC and UOC, Spain)
2. Caltech Pedestrian Dataset (P. Dollar, C. Wojek, B. Schiele and P. Perona)
3. CASIA gait database (Chinese Academy of Sciences)
4. CASIA-IrisV3 (Chinese Academy of Sciences, T. N. Tan, Z. Sun)
5. CUHK Crowd Dataset - 474 video clips from 215 crowded scenes (Shao, Loy, and Wang)
6. Crime Scene Footwear Impression Database - crime scene and reference foorware impression images (Adam Kortylewski)
7. CUHK01 Dataset : Person re-id dataset with 3, 884 images of 972 pedestrians (Rui Zhao et al)
8. CUHK02 Dataset : Person re-id dataset with five camera view settings. (Rui Zhao et al)
9. CUHK03 Dataset : Person re-id dataset with 13,164 images of 1,360 pedestrians (Rui Zhao et al)
10. Daimler Pedestrian Detection Benchmark 21790 images with 56492 pedestrians plus empty scenes (M. Enzweiler, D. M. Gavrila)
11. GVVPerfcapEva - repository of human shape and performance capture data, including full body skeletal, hand tracking, body shape, face performance, interactions (Christian Theobalt)
12. HAT database of 27 human attributes (Gaurav Sharma, Frederic Jurie)
13. Izmir - omnidirectional and panoramic image dataset (with annotations) to be used for human and car detection (Yalin Bastanlar)
14. MAHNOB: MHI-Mimicry database - A 2 person, multiple camera and microphone database for studying mimicry in human-human interaction scenarios. (Sun, Lichtenauer, Valstar, Nijholt, and Pantic)
15. Market-1501 Dataset - 32,668 annotated bounding boxes of 1,501 identities from up to 6 cameras (Liang Zheng et al)
16. MPI DYNA - A Model of Dynamic Human Shape in Motion (Max Planck Tubingen)
17. Multimodal Activities of Daily Living - including video, audio, physiological, sleep, motion and plug sensors. (Alexia Briasouli)
18. MIT CBCL Pedestrian Data (Center for Biological and Computational Learning)
19. MPI FAUST DatasetA data set containing 300 real, high-resolution human scans, with automatically computed ground-truth correspondences (Max Planck Tubingen)
20. MPI MOSH Motion and Shape Capture from Markers. MOCAP data, 3D shape meshes, 3D high resolution scans. (Max Planck Tubingen)
21. Multiple Object Tracking Benchmark - A collection of datasets with ground truth, plus a performance league table (ETHZ, U. Adelaide, TU Darmstadt)
22. PIROPO - People in Indoor ROoms with Perspective and Omnidirectional cameras, with more than 100,000 annotated frames (GTI-UPM, Spain)
23. RAiD - Re-Identification Across Indoor-Outdoor Dataset: 43 people, 4 cameras, 6920 images (Abir Das et al)
24. VIPeR: Viewpoint Invariant Pedestrian Recognition - 632 pedestrian image pairs taken from arbitrary viewpoints under varying illumination conditions. (Gray, Brennan, and Tao)

Remote Sensing

1. ISPRS 2D semantic labeling - Height models and true ortho-images with a ground sampling distance of 5cm have been prepared over the city of Potsdam/Germany (Franz Rottensteiner, Gunho Sohn, Markus Gerke, Jan D. Wegner)
2. ISPRS 3D semantic labeling - nine class airborne laser scanning data (Franz Rottensteiner, Gunho Sohn, Markus Gerke, Jan D. Wegner)

1. Barcelona - 15,150 images, urban views of Barcelona (Tighe and Lazebnik)
2. Indoor Scene Recognition - 67 Indoor categories, 15620 images (Quattoni and Torralba)
3. LM+SUN - 45,676 images, mainly urban or human related scenes (Tighe and Lazebnik)
4. Places Scene Recognition database - 205 scene categories and 2.5 millions of images (Zhou, Lapedriza, Xiao, Torralba, and Oliva)
5. Stanford Background Dataset - 715 images of outdoor scenes containing at least one foreground object (Gould et al)
6. SUN 2012 - 16,873 fully annotated scene images for scene categorization (Xiao et al)
7. SUN 397 - 397 scene categories for scene classification (Xiao et al)
8. SUN RGB-D: A RGB-D Scene Understanding Benchmark Suite - 10,000 RGB-D images, 146,617 2D polygons and 58,657 3D bounding boxes (Song, Lichtenberg, and Xiao)

Segmentation (General)

Surveillance

Textures

General Videos

1. Large scale YouTube video dataset - 156,823 videos (2,907,447 keyframes) crawled from YouTube videos (Yi Yang)

Other Collections

Miscellaneous

Date of last change to this page: 05/14/2016 05:10:32

© 2011 Robert Fisher

from: http://homepages.inf.ed.ac.uk/rbf/CVonline/Imagedbase.htm