The PASCAL Object Recognition Database Collection,
2006.
Dataset, Objects.
HTML Version. Various datasets for object recognition. Pointers to some of the
others.
Video Objects: A Test Database for Video Object Recognition,
2006.
Dataset, Objects.
HTML Version. 180 videos of 15 objects.
Animals with Attributes: A dataset for Attribute Based Classification,
2006.
Dataset, Objects.
WWW Link. 30,000+ images, 40 animal classes.
Image Net,
2014.
WWW Link.
Dataset, Objects. Large set of images (or sets of datasets) for recognition.
Related to ImageNet Challanges for recognition.
Links to Stanford
See also Stanford University, Computer Science Departent. and Princeton.
Washington Ground Truth Image Database,
CBIR dataset.
Online2004
WWW Link.
Dataset.
Dataset, Retrieval.
BibRef
0400
LHI Object Datasets,
Includes hand segmentations, and annotations.
Online2004
HTML Version.
Dataset.
Dataset, Object Recognition.
Transportation images, Animals, Aerial Images, Objects,
Dataset also includes other data.
See also Lotus Hill Institute.
BibRef
0400
NEC Animal Dataset,
Online2009
WWW Link.
Dataset.
Dataset, Object Recognition. It consists of about 5000 high quality images
from 60 toy animals taken at different poses against a plain
background.
BibRef
0900
Xcavator.Net,
Online2007
WWW Link.
Dataset, Object Recognition. Photo search for professional use. Searches stock databases, you then
purchase the image for use.
Part of CogniSign LLC.
BibRef
0700
MSR VTT Dataset,
A Large Video Description Dataset for Bridging Video and Language.
WWW Link.
Dataset, Visual Question Answering.
VQA: Visual Question Answering,
dataset containing open-ended questions about images
WWW Link.
Dataset, Visual Question Answering. See also VQA: Visual Question Answering.
Visual7W visual question answering,
Large-scale visual question answering (QA) dataset, with object-level
groundings and multimodal answers.
WWW Link.
Dataset, Visual Question Answering.
Visual Genome,
Visual Genome is a dataset, a knowledge base, an ongoing effort to
connect structured image concepts to language.
WWW Link.
See also NIL.
Dataset, Visual Question Answering.
Geusebroek, J.M.[Jan-Mark],
Burghouts, G.J.[Gertjan J.],
Smeulders, A.W.M.[Arnold W.M.],
The Amsterdam Library of Object Images,
IJCV(61), No. 1, January 2005, pp. 103-112.
DOI Link
0410
WWW Link.
Dataset, Objects. 1000 objects over 100 images per object.
BibRef
Torralba, A.B.[Antonio B.],
Fergus, R.[Rob],
Freeman, W.T.[William T.],
80 Million Tiny Images: A Large Data Set for Nonparametric Object and
Scene Recognition,
PAMI(30), No. 11, November 2008, pp. 1958-1970.
IEEE DOI
WWW Link.
0809
BibRef
And:
CSAIL-TR-2007-024, 2007.
Dataset, Retrieval. Images from the WWW, associated with a noun. Large comprehensive dataset.
Dataset with segmentations.
BibRef
Gong, Y.C.[Yun-Chao],
Pawlowski, M.[Marcin],
Yang, F.[Fei],
Brandy, L.[Louis],
Boundev, L.[Lubomir],
Fergus, R.[Rob],
Web scale photo hash clustering on a single machine,
CVPR15(19-27)
IEEE DOI
1510
BibRef
Russell, B.[Bryan],
Torralba, A.B.[Antonio B.],
Freeman, W.T.[William T.],
LableMe: The Open Annotation Tool,
Online2010.
WWW Link.
1108
Dataset, Retrieval.
Code, Annotation. The site for the annotation tool, also the video version.
BibRef
Escalante, H.J.[Hugo Jair],
Hernandez, C.A.[Carlos A.],
Gonzalez, J.A.[Jesus A.],
Lopez-Lopez, A.,
Montes-y-Gomez, M.[Manuel],
Morales, E.F.[Eduardo F.],
Sucar, L.E.[L. Enrique],
Villasenor, L.[Luis],
Grubinger, M.[Michael],
The segmented and annotated IAPR TC-12 benchmark,
CVIU(114), No. 4, April 2010, pp. 419-428.
Elsevier DOI
1003
Dataset, Retrieval. Data set creation; Ground truth collection; Evaluation metrics;
Automatic image annotation; Image retrieval
BibRef
Russakovsky, O.[Olga],
Deng, J.[Jia],
Su, H.[Hao],
Krause, J.[Jonathan],
Satheesh, S.[Sanjeev],
Ma, S.[Sean],
Huang, Z.H.[Zhi-Heng],
Karpathy, A.[Andrej],
Khosla, A.[Aditya],
Bernstein, M.[Michael],
Berg, A.C.[Alexander C.],
Fei-Fei, L.[Li],
ImageNet Large Scale Visual Recognition Challenge,
IJCV(115), No. 3, December 2015, pp. 211-252.
Springer DOI
1512
Dataset, Object Category. Object category classification and detection on hundreds of object
categories and millions of images.
BibRef
Hua, B.S.[Binh-Son],
Pham, Q.H.[Quang-Hieu],
Nguyen, D.T.[Duc Thanh],
Tran, M.K.[Minh-Khoi],
Yu, L.F.[Lap-Fai],
Yeung, S.K.[Sai-Kit],
SceneNN: A Scene Meshes Dataset with aNNotations,
3DV16(92-101)
IEEE DOI
1701
Dataset, RGB-D.
WWW Link. Cameras
BibRef
Rotman, D.[Daniel],
Gilboa, G.[Guy],
A Depth Restoration Occlusionless Temporal Dataset,
3DV16(176-184)
IEEE DOI
1701
Dataset, RGB-D.
BibRef
Zhang, J.J.[Jun-Jie],
Zhang, J.[Jian],
Lu, J.F.[Jian-Feng],
Shen, C.H.[Chun-Hua],
Curr, K.[Kate],
Phua, R.[Robin],
Neville, R.[Richard],
Edmonds, E.[Elise],
SLNSW-UTS:
A Historical Image Dataset for Image Multi-Labeling and Retrieval,
DICTA16(1-6)
IEEE DOI
1701
Dataset, Object Recognition. 29713 images, 119 labels.
BibRef
Xiang, Y.[Yu],
Kim, W.[Wonhui],
Chen, W.[Wei],
Ji, J.W.[Jing-Wei],
Choy, C.[Christopher],
Su, H.[Hao],
Mottaghi, R.[Roozbeh],
Guibas, L.[Leonidas],
Savarese, S.[Silvio],
ObjectNet3D: A Large Scale Database for 3D Object Recognition,
ECCV16(VIII: 160-176).
Springer DOI
1611
Dataset, Object Recognition.
WWW Link.
BibRef
Lin, T.Y.[Tsung-Yi],
Maire, M.[Michael],
Belongie, S.J.[Serge J.],
Hays, J.[James],
Perona, P.[Pietro],
Ramanan, D.[Deva],
Dollįr, P.[Piotr],
Zitnick, C.L.[C. Lawrence],
Microsoft COCO: Common Objects in Context,
ECCV14(V: 740-755).
Springer DOI
1408
Dataset, Objects.
WWW Link.
BibRef
Flickr30k Dataset,
From image descriptions to visual denotations.
WWW Link.
Dataset, Visual Question Answering. Extension of Flickr 8k dataset.
Plummer, B.A.[Bryan A.],
Wang, L.[Liwei],
Cervantes, C.M.[Chris M.],
Caicedo, J.C.[Juan C.],
Hockenmaier, J.[Julia],
Lazebnik, S.[Svetlana],
Flickr30k Entities: Collecting Region-to-Phrase Correspondences for
Richer Image-to-Sentence Models,
IJCV(123), No. 1, May 2017, pp. 74-93.
Springer DOI
1705
BibRef
Earlier:
ICCV15(2641-2649)
IEEE DOI
1602
Dataset, Object Recognition. Benchmark testing
BibRef
Fanello, S.R.[Sean Ryan],
Ciliberto, C.[Carlo],
Santoro, M.[Matteo],
Natale, L.[Lorenzo],
Metta, G.[Giorgio],
Rosasco, L.[Lorenzo],
Odone, F.[Francesca],
iCub World: Friendly Robots Help Building Good Vision Data-Sets,
GT13(700-705)
IEEE DOI
1309
Dataset, Object Recognition. Human Robot Interaction; Object Categorization Dataset; iCub
BibRef
Ponomarenko, N.[Nikolay],
Ieremeiev, O.[Oleg],
Lukin, V.[Vladimir],
Jin, L.[Lina],
Egiazarian, K.[Karen],
A New Color Image Database TID2013: Innovations and Results,
ACIVS13(402-413).
Springer DOI
1311
Dataset, Color Images.
BibRef
Ponce, J.,
Berg, T.L.,
Everingham, M.R.,
Forsyth, D.A.,
Hebert, M.,
Lazebnik, S.,
Marszalek, M.,
Schmid, C.,
Russell, B.C.,
Torralba, A.,
Williams, C.K.I.,
Zhang, J.,
Zisserman, A.,
Dataset Issues in Object Recognition,
CLOR06(29-48).
Springer DOI
0711
Dataset, Discussion.
BibRef
Campbell, R., and
Flynn, P.J.,
A WWW-Accessible 3D Image and Model Database for
Computer Vision Research,
EEMCV98(148-154).
BibRef
9800
And:
EEMTV98(xx)
Dataset, 3-D Data.
HTML Version.
BibRef
Nene, S.A.,
Nayar, S.K.[Shree K.],
Murase, H.[Hiroshi],
Columbia Object Image Library (COIL-100),
ColumbiaTechnical Report CUCS-006-96, February 1996.
PS File. Also:
WWW Link. Also the COIL-20 database.
WWW Link.
Dataset, Objects.
BibRef
9602
Chapter on Matching and Recognition Using Volumes, High Level Vision Techniques, Invariants continues in
General Spatial Reasoning and Geometric Reasoning Issues .