[转] CVonline: Image Databases
图像数据库
Index by Topic
- Action Databases
- Biological/Medical
- Face Databases
- Fingerprints
- General Images
- General RGBD datasets
- Gesture Databases
- Image, Video and Shape Database Retrieval
- Object Databases
- People, Pedestrian, Eye/Iris, Template Detection/Tracking Databases
- Segmentation
- Surveillance
- Textures
- General Videos
- Other Collection Pages
- Miscellaneous Topics
Action Databases
- 50 Salads - fully annotated 4.5 hour dataset of RGB-D video + accelerometer data, capturing 25 people preparing two mixed salads each (Dundee University, Sebastian Stein)
- ASLAN Action similarity labeling challenge database (Orit Kliper-Gross)
- Berkeley MHAD: A Comprehensive Multimodal Human Action Database (Ferda Ofli)
- BEHAVE Interacting Person Video Data with markup (Scott Blunsden, Bob Fisher, Aroosha Laghaee)
- CVBASE06: annotated sports videos (Janez Pers)
- G3D - synchronised video, depth and skeleton data for 20 gaming actions captured with Microsoft Kinect (Victoria Bloom)
- Hollywood 3D - 650 3D action recognition in the wild videos, 14 action classes (Simon Hadfield)
- Human Actions and Scenes Dataset (Marcin Marszalek, Ivan Laptev, Cordelia Schmid)
- HumanEva: Synchronized Video and Motion Capture Dataset for Evaluation of Articulated Human Motion (Brown University)
- i3DPost Multi-View Human Action Datasets (Hansung Kim)
- i-LIDS video event image dataset (Imagery library for intelligent detection systems) (Paul Hosner)
- INRIA Xmas Motion Acquisition Sequences (IXMAS) (INRIA)
- JPL First-Person Interaction dataset - 7 types of human activity videos taken from a first-person viewpoint (Michael S. Ryoo, JPL)
- KTH human action recognition database (KTH CVAP lab)
- LIRIS human activities dataset - 2 cameras, annotated, depth images (Christian Wolf, et al)
- MuHAVi - Multicamera Human Action Video Data (Hossein Ragheb)
- Oxford TV based human interactions (Oxford Visual Geometry Group)
- Rochester Activities of Daily Living Dataset (Ross Messing)
- SDHA Semantic Description of Human Activities 2010 contest - aerial views (Michael S. Ryoo, J. K. Aggarwal, Amit K. Roy-Chowdhury)
- SDHA Semantic Description of Human Activities 2010 contest - Human Interactions (Michael S. Ryoo, J. K. Aggarwal, Amit K. Roy-Chowdhury)
- TUM Kitchen Data Set of Everyday Manipulation Activities (Moritz Tenorth, Jan Bandouch)
- TV Human Interaction Dataset (Alonso Patron-Perez)
- Univ of Central Florida - Feature Films Action Dataset (Univ of Central Florida)
- Univ of Central Florida - YouTube Action Dataset (sports) (Univ of Central Florida)
- Univ of Central Florida - 50 Action Category Recognition in Realistic Videos (3 GB) (Kishore Reddy)
- UCF 101 action dataset 101 action classes, over 13k clips and 27 hours of video data (Univ of Central Florida)
- Univ of Central Florida - Sports Action Dataset (Univ of Central Florida)
- Univ of Central Florida - ARG Aerial camera, Rooftop camera and Ground camera (UCF Computer Vision Lab)
- UCR Videoweb Multi-camera Wide-Area Activities Dataset (Amit K. Roy-Chowdhury)
- Verona Social interaction dataset (Marco Cristani)
- Videoweb (multicamera) Activities Dataset (B. Bhanu, G. Denina, C. Ding, A. Ivers, A. Kamal, C. Ravishankar, A. Roy-Chowdhury, B. Varda)
- ViHASi: Virtual Human Action Silhouette Data (userID: VIHASI password: virtual$virtual) (Hossein Ragheb, Kingston University)
- WorkoutSU-10 Kinect dataset for exercise actions (Ceyhun Akgul)
- YouCook - 88 open-source YouTube cooking videos with annotations (Jason Corso)
- WVU Multi-view action recognition dataset (Univ. of West Virginia)
Biological/Medical
- Annotated Spine CT Database for Benchmarking of Vertebrae Localization, 125 patients, 242 scans (Ben Glockern)
- Computed Tomography Emphysema Database (Lauge Sorensen)
- Dermoscopy images (Eric Ehrsam)
- DIADEM: Digital Reconstruction of Axonal and Dendritic Morphology Competition (Allen Institute for Brain Science et al)
- DIARETDB1 - Standard Diabetic Retinopathy Database (Lappeenranta Univ of Technology)
- DRIVE: Digital Retinal Images for Vessel Extraction (Univ of Utrecht)
- MiniMammographic Database (Mammographic Image Analysis Society)
- MIT CBCL Automated Mouse Behavior Recognition datasets (Nicholas Edelman)
- Retinal fundus images - Ground truth of vascular bifurcations and crossovers (Univ of Groningen)
- Spine and Cardiac data (Digital Imaging Group of London Ontario, Shuo Li)
- Univ of Central Florida - DDSM: Digital Database for Screening Mammography (Univ of Central Florida)
- VascuSynth - 120 3D vascular tree like structures with ground truth (Mengliu Zhao, Ghassan Hamarneh)
- York Cardiac MRI dataset (Alexander Andreopoulos)
Face Databases
- 3D Mask Attack Database (3DMAD) - 76500 frames of 17 persons using Kinect RGBD with eye positions (Sebastien Marcel)
- Audio-visual database for face and speaker recognition (Mobile Biometry MOBIO http://www.mobioproject.org/)
- BANCA face and voice database (Univ of Surrey)
- Binghampton Univ 3D static and dynamic facial expression database (Lijun Yin, Peter Gerhardstein and teammates)
- BioID face database (BioID group)
- Biwi 3D Audiovisual Corpus of Affective Communication - 1000 high quality, dynamic 3D scans of faces, recorded while pronouncing a set of English sentences.
- CMU Facial Expression Database (CMU/MIT)
- CMU/MIT Frontal Faces (CMU/MIT)
- CMU/MIT Frontal Faces (CMU/MIT)
- CMU Pose, Illumination, and Expression (PIE) Database (Simon Baker)
- CSSE Frontal intensity and range images of faces (Ajmal Mian)
- Face Recognition Grand Challenge datasets (FRVT - Face Recognition Vendor Test)
- FaceTracer Database - 15,000 faces (Neeraj Kumar, P. N. Belhumeur, and S. K. Nayar)
- FDDB: Face Detection Data set and Benchmark - studying unconstrained face detection (University of Massachusetts Computer Vision Laboratory)
- FG-Net Aging Database of faces at different ages (Face and Gesture Recognition Research Network)
- Facial Recognition Technology (FERET) Database (USA National Institute of Standards and Technology)
- Hannah and her sisters database - a dense audio-visual person-oriented ground-truth annotation of faces, speech segments, shot boundaries (Patrick Perez, Technicolor)
- Hong Kong Face Sketch Database
- Japanese Female Facial Expression (JAFFE) Database (Michael J. Lyons)
- LFW: Labeled Faces in the Wild - unconstrained face recognition. Re-labeled Faces in the Wild - original images, but aligned using "deep funneling" method. (University of Massachusetts, Amherst)
- Manchester Annotated Talking Face Video Dataset (Timothy Cootes)
- MIT Collation of Face Databases (Ethan Meyers)
- MORPH (Craniofacial Longitudinal Morphological Face Database) (University of North Carolina Wilmington)
- MIT CBCL Face Recognition Database (Center for Biological and Computational Learning)
- NIST mugshot identification database (USA National Institute of Standards and Technology)
- ORL face database: 40 people with 10 views (ATT Cambridge Labs)
- Oxford: faces, flowers, multi-view, buildings, object categories, motion segmentation, affine covariant regions, misc (Oxford Visual Geometry Group)
- PubFig: Public Figures Face Database (Neeraj Kumar, Alexander C. Berg, Peter N. Belhumeur, and Shree K. Nayar)
- SCface - Surveillance Cameras Face Database (Mislav Grgic, Kresimir Delac, Sonja Grgic, Bozidar Klimpak))
- Trondheim Kinect RGB-D Person Re-identification Dataset (Igor Barros Barbosa)
- UB KinFace Database - University of Buffalo kinship verification and recognition database
- XM2VTS Face video sequences (295): The extended M2VTS Database (XM2VTS) - (Surrey University)
- Yale Face Database - 11 expressions of 10 people (A. Georghaides)
- Yale Face Database B - 576 viewing conditions of 10 people (A. Georghaides)
Fingerprints
- FVC fingerpring verification competition 2002 dataset (University of Bologna)
- FVC fingerpring verification competition 2004 dataset (University of Bologna)
- FVC - a subset of FVC (Fingerprint Verification Competition) 2002 and 2004 fingerprint image databases, manually extracted minutiae data & associated documents (Umut Uludag)
- NIST fingerprint databases (USA National Institute of Standards and Technology)
- SPD2010 Fingerprint Singular Points Detection Competition (SPD 2010 committee)
General Images
- Aerial color image dataset (Swiss Federal Institute of Technology)
- AMOS: Archive of Many Outdoor Scenes (20+m) (Nathan Jacobs)
- Brown Univ Large Binary Image Database (Ben Kimia)
- Caltech-UCSD Birds-200-2011 (Catherine Wah)
- Columbia Multispectral Image Database (F. Yasuma, T. Mitsunaga, D. Iso, and S.K. Nayar)
- HIPR2 Image Catalogue of different types of images (Bob Fisher et al)
- Hyperspectral images of natural scenes - 2002 (David H. Foster)
- Hyperspectral images of natural scenes - 2004 (David H. Foster)
- ImageNet Linguistically organised (WordNet) Hierarchical Image Database - 10E7 images, 15K categories (Li Fei-Fei, Jia Deng, Hao Su, Kai Li)
- ImageNet Large Scale Visual Recognition Challenge (Alex Berg, Jia Deng, Fei-Fei Li)
- OTCBVS Thermal Imagery Benchmark Dataset Collection (Ohio State Team)
- McGill Calibrated Colour Image Database (Adriana Olmos and Fred Kingdom)
- Tiny Images Dataset 79 million 32x32 color images (Fergus, Torralba, Freeman)
General RGBD Datasets
- Cornell-RGBD-Dataset - Office Scenes (Hema Koppula)
- Oakland 3-D Point Cloud Dataset (Nicolas Vandapel)
Gesture Databases
- FG-Net Aging Database of faces at different ages (Face and Gesture Recognition Research Network)
- Hand gesture and marine silhouettes (Euripides G.M. Petrakis)
- IDIAP Hand pose/gesture datasets (Sebastien Marcel)
- Sheffield gesture database - 2160 RGBD hand gesture sequences, 6 subjects, 10 gestures, 3 postures, 3 backgrounds, 2 illuminations (Ling Shao)
Image, Video and Shape Database Retrieval
- Brown Univ 25/99/216 Shape Databases (Ben Kimia)
- IAPR TC-12 Image Benchmark (Michael Grubinger)
- IAPR-TC12 Segmented and annotated image benchmark (SAIAPR TC-12): (Hugo Jair Escalante)
- ImageCLEF 2010 Concept Detection and Annotation Task (Stefanie Nowak)
- ImageCLEF 2011 Concept Detection and Annotation Task - multi-label classification challenge in Flickr photos
- CLEF-IP 2011 evaluation on patent images
- McGill 3D Shape Benchmark (Siddiqi, Zhang, Macrini, Shokoufandeh, Bouix, Dickinson)
- NIST SHREC 2010 - Shape Retrieval Contest of Non-rigid 3D Models (USA National Institute of Standards and Technology)
- NIST SHREC - other NIST retrieval contest databases and links (USA National Institute of Standards and Technology)
- NIST TREC Video Retrieval Evaluation Database (USA National Institute of Standards and Technology)
- Princeton Shape Benchmark (Princeton Shape Retrieval and Analysis Group)
- Queensland cross media dataset - millions of images and text documents for "cross-media" retrieval (Yi Yang)
- TOSCA 3D shape database (Bronstein, Bronstein, Kimmel)
Object Databases
- 2.5D/3D Datasets of various objects and scenes (Ajmal Mian)
- Amsterdam Library of Object Images (ALOI): 100K views of 1K objects (University of Amsterdam/Intelligent Sensory Information Systems)
- Beyond PASCAL: A Benchmark for 3D Object Detection in the Wild - 12 class, 3000+ images each with 3D annotations (Yu Xiang, Roozbeh Mottaghi, Silvio Savarese)
- Caltech 101 (now 256) category object recognition database (Li Fei-Fei, Marco Andreeto, Marc'Aurelio Ranzato)
- Columbia COIL-100 3D object multiple views (Columbia University)
- Densely sampled object views: 2500 views of 2 objects, eg for view-based recognition and modeling (Gabriele Peters, Universiteit Dortmund)
- German Traffic Sign Detection Benchmark (Ruhr-Universitat Bochum)
- GRAZ-02 Database (Bikes, cars, people) (A. Pinz)
- Linkoping 3D Object Pose Estimation Database (Fredrik Viksten and Per-Erik Forssen)
- Microsoft Object Class Recognition image databases (Antonio Criminisi, Pushmeet Kohli, Tom Minka, Carsten Rother, Toby Sharp, Jamie Shotton, John Winn)
- Microsoft salient object databases (labeled by bounding boxes) (Liu, Sun Zheng, Tang, Shum)
- MIT CBCL Car Data (Center for Biological and Computational Learning)
- MIT CBCL StreetScenes Challenge Framework: (Stan Bileschi)
- NEC Toy animal object recognition or categorization database (Hossein Mobahi)
- NORB 50 toy image database (NYU)
- PASCAL Image Database (motorbikes, cars, cows) (PASCAL Consortium)
- PASCAL 2007 Challange Image Database (motorbikes, cars, cows) (PASCAL Consortium)
- PASCAL 2008 Challange Image Database (PASCAL Consortium)
- PASCAL 2009 Challange Image Database (PASCAL Consortium)
- PASCAL 2010 Challange Image Database (PASCAL Consortium)
- PASCAL 2011 Challange Image Database (PASCAL Consortium)
- PASCAL 2012 Challange Image Database Category classification, detection, and segmentation, and still-image action classification (PASCAL Consortium)
- UIUC Car Image Database (UIUC)
- UIUC Dataset of 3D object categories (S. Savarese and L. Fei-Fei)
- Venezia 3D object-in-clutter recognition and segmentation (Emanuele Rodola)
People, Pedestrian, Eye/Iris, Template Detection/Tracking Databases
- 3D KINECT Gender Walking data base (L. Igual, A. Lapedriza, R. Borràs from UB, CVC and UOC, Spain)
- Caltech Pedestrian Dataset (P. Dollar, C. Wojek, B. Schiele and P. Perona)
- CASIA gait database (Chinese Academy of Sciences)
- CASIA-IrisV3 (Chinese Academy of Sciences, T. N. Tan, Z. Sun)
- CAVIAR project video sequences with tracking and behavior ground truth (CAVIAR team/Edinburgh University - EC project IST-2001-37540)
- Daimler Pedestrian Detection Benchmark 21790 images with 56492 pedestrians plus empty scenes (M. Enzweiler, D. M. Gavrila)
- Driver Monitoring Video Dataset (RobeSafe + Jesus Nuevo-Chiquero)
- Edinburgh overhead camera person tracking dataset (Bob Fisher, Bashia Majecka, Gurkirt Singh, Rowland Sillito)
- Eyetracking database summary (Stefan Winkler)
- HAT database of 27 human attributes (Gaurav Sharma, Frederic Jurie)
- INRIA Person Dataset (Navneet Dalal)
- ISMAR09 ground truth video dataset for template-based (i.e. planar) tracking algorithms (Sebastian Lieberknecht)
- MIT CBCL Pedestrian Data (Center for Biological and Computational Learning)
- MIT eye tracking database (1003 images) (Judd et al)
- Modena and Reggio Emilia first person head motion videos (Univ of Modena and Reggio Emilia)
- Notre Dame Iris Image Dataset (Patrick J. Flynn)
- PETS 2009 Crowd Challange dataset (Reading University & James Ferryman)
- PETS: Performance Evaluation of Tracking and Surveillance (Reading University & James Ferryman)
- PETS Winter 2009 workshop data (Reading University & James Ferryman)
- Pixel-based change detection benchmark dataset (Goyette et al)
- Pointing'04 ICPR Workshop Head Pose Image Database
- Transient Biometrics Nails Dataset V01 (Igor Barros Barbosa)
- UBIRIS: Noisy Visible Wavelength Iris Image Databases (University of Beira)
- Univ of Central Florida - Crowd Dataset (Saad Ali)
- Univ of Central Florida - Crowd Flow Segmentation datasets (Saad Ali)
- UTIRIS cross-spectral iris image databank (Mahdi Hosseini)
- York Univ Eye Tracking Dataset (120 images) (Neil Bruce)
Segmentation
- Alpert et al. Segmentation evaluation database (Sharon Alpert, Meirav Galun, Ronen Basri, Achi Brandt)
- Berkeley Segmentation Dataset and Benchmark (David Martin and Charless Fowlkes)
- GrabCut Image database (C. Rother, V. Kolmogorov, A. Blake, M. Brown)
- LabelMe images database and online annotation tool (Bryan Russell, Antonio Torralba, Kevin Murphy, William Freeman)
Surveillance
- AVSS07: Advanced Video and Signal based Surveillance 2007 datasets (Andrea Cavallaro)
- ETISEO Video Surveillance Download Datasets (INRIA Orion Team and others)
- Heriot Watt Summary of datasets for human tracking and surveillance (Zsolt Husz)
- Openvisor - Video surveillance Online Repository (Univ of Modena and Reggio Emilia)
- SPEVI: Surveillance Performance EValuation Initiative (Queen Mary University London)
- Udine Trajectory-based anomalous event detection dataset - synthetic trajectory datasets with outliers (Univ of Udine Artificial Vision and Real Time Systems Laboratory)
Textures
- Color texture images by category (textures.forrest.cz)
- Columbia-Utrecht Reflectance and Texture Database (Columbia & Utrecht Universities)
- DynTex: Dynamic texture database (Renaud Piteri, Mark Huiskes and Sandor Fazekas)
- Oulu Texture Database (Oulu University)
- Prague Texture Segmentation Data Generator and Benchmark (Mikes, Haindl)
- Uppsala texture dataset of surfaces and materials - fabrics, grains, etc.
- Vision Texture (MIT Media Lab)
General Videos
- Large scale YouTube video dataset - 156,823 videos (2,907,447 keyframes) crawled from YouTube videos (Yi Yang)
Other Collections
- CANTATA Video and Image Database Index site (Multitel)
- Computer Vision Homepage list of test image databases (Carnegie Mellon Univ)
- ETHZ various, including 3D head pose, shape classes, pedestrians, pedestrians, buildings (ETH Zurich, Computer Vision Lab)
- Leibe's Collection of people/vehicle/object databases (Bastian Leibe)
- Lotus Hill Image Database Collection with Ground Truth (Sealeen Ren, Benjamin Yao, Michael Yang)
- Oxford Misc, including Buffy, Flowers, TV characters, Buildings, etc (Oxford Visual geometry Group)
- PEIPA Image Database Summary (Pilot European Image Processing Archive)
- Univ of Bern databases on handwriting, online documents, string edit and graph matching (Univ of Bern, Computer Vision and Artificial Intelligence)
- USC Annotated Computer Vision Bibliography database publication summary (Keith Price)
- USC-SIPI image databases: texture, aerial, favorites (eg. Lena) (USC Signal and Image Processing Institute)
Miscellaneous
- 3D mesh watermarking benchmark dataset (Guillaume Lavoue)
- Active Appearance Models datasets (Mikkel B. Stegmann)
- Aircraft tracking (Ajmal Mian)
- Cambridge Motion-based Segmentation and Recognition Dataset (Brostow, Shotton, Fauqueur, Cipolla)
- Catadioptric camera calibration images (Yalin Bastanlar)
- Chars74K dataset - 74 English and Kannada characters (Teo de Campos - t.decampos@surrey.ac.uk)
- COLD (COsy Localization Database) - place localization (Ullah, Pronobis, Caputo, Luo, and Jensfelt)
- Columbia Camera Response Functions: Database (DoRF) and Model (EMOR) (M.D. Grossberg and S.K. Nayar)
- Columbia Database of Contaminants' Patterns and Scattering Parameters (Jinwei Gu, Ravi Ramamoorthi, Peter Belhumeur, Shree Nayar)
- Dense outdoor correspondence ground truth datasets, for optical flow and local keypoint evaluation (Christoph Strecha)
- DTU controlled motion and lighting image dataset (135K images) (Henrik Aanaes)
- EISATS: .enpeda.. Image Sequence Analysis Test Site (Auckland University Multimedia Imaging Group)
- FlickrLogos-32 - 8240 images of 32 product logos (Stefan Romberg)
- Flowchart images (Allan Hanbury)
- Geometric Context - scene interpretation images (Derek Hoiem)
- Image/video quality assessment database summary (Stefan Winkler)
- INRIA feature detector evaluation sequences (Krystian Mikolajczyk)
- INRIA's PERCEPTION's database of images and videos gathered with several synchronized and calibrated cameras (INRIA Rhone-Alpes)
- INRIA's Synchronized and calibrated binocular/binaural data sets with head movements (INRIA Rhone-Alpes)
- KITTI dataset for stereo, optical flow and visual odometry (Geiger, Lenz, Urtasun)
- Large scale 3D point cloud data from terrestrial LiDAR scanning (Andreas Nuechter)
- Linkoping Rolling Shutter Rectification Dataset (Per-Erik Forssen and Erik Ringaby)
- Middlebury College stereo vision research datasets (Daniel Scharstein and Richard Szeliski)
- MPI-Sintel optical flow evaluation dataset (Michael Black)
- Multiview stereo images with laser based groundtruth (ESAT-PSI/VISICS,FGAN-FOM,EPFL/IC/ISIM/CVLab)
- The Cancer Imaging Archive (National Cancer Institute)
- NCI Cancer Image Archive - prostate images (National Cancer Institute)
- NIST 3D Interest Point Detection (Helin Dutagaci, Afzal Godil)
- NRCS natural resource/agricultural image database (USDA Natural Resources Conservation Service)
- Occlusion detection test data (Andrew Stein)
- The Open Video Project (Gary Marchionini, Barbara M. Wildemuth, Gary Geisler, Yaxiao Song)
- Outdoor Ground Truth Evaluation Dataset for Sensor-Aided Visual Handheld Camera Localization (Daniel Kurz, metaio)
- Pics 'n' Trails - Dataset of Continuously archived GPS and digital photos (Gamhewage Chaminda de Silva)
- PRINTART: Artistic images of prints of well known paintings, including detail annotations. A benchmark for automatic annotation and retrieval tasks with this database was published at ECCV. (Nuno Miguel Pinho da Silva)
- RAWSEEDS SLAM benchmark datasets (Rawseeds Project)
- Robotic 3D Scan Repository - 3D point clouds from robotic experiments of scenes (Osnabruck and Jacobs Universities)
- ROMA (ROad MArkings) : Image database for the evaluation of road markings extraction algorithms (Jean-Philippe Tarel, et al)
- Stuttgart Range Image Database - 66 views of 45 objects
- UCL Ground Truth Optical Flow Dataset (Oisin Mac Aodha)
- Univ of Genoa Datasets for disparity and optic flow evaluation (Manuela Chessa)
- Validation and Verification of Neural Network Systems (Francesco Vivarelli)
- VSD: Technicolor Violent Scenes Dataset - a collection of ground-truth files based on the extraction of violent events in movies
- WILD: Weather and Illumunation Database (S. Narasimhan, C. Wang. S. Nayar, D. Stolyarov, K. Garg, Y. Schechner, H. Peri)
Date of last change to this page: 04/13/2014 09:13:50
© 2011 Robert Fisher