Databases or Datasets for Computer Vision Applications and Testing

Generally, to avoid confusion, in this bibliography, the word database is used for database systems or research and would apply to image database query techniques rather than a database containing images for use in specific applications. I have chosen to use dataset to describe collections of images used by researchers in some domain. In the past test data was difficult, but the advent of modern digital cameras has simplified acquiring data. But in order to test and especially compare algorithms, a common dataset is essential.

Test data is available in bits and pieces and in several larger repositories, These listed datasets are selected from the references in the Computer Vision Bibliography. There are other datasets and often older ones get removed from web sites. The links on the Author and Journal references in the list point to entries in that database. Current research and applications are highlighted in various Computer Vision and Image Processing Conferences. Some of these have evaluation sessions with related datasets.

Computer Vision resources include:

Computer Vision Dataset (Database) References Ordered by Dataset Category

For more information on the topics, contact information, etc. see the annotated Computer Vision Bibliography or the Complete Conference Listing for Computer Vision and Image Analysis

Dataset Distillation
Section: Dataset Distillation, Dataset Summary, Dataset Quantization (H3)

Dataset Furniture
  * 3D-FUTURE: 3D Furniture Shape with TextURE

Dataset Summarization
Section: Dataset Distillation, Dataset Summary, Dataset Quantization (H3)

Definition:* A collections of images used by researchers to evaluate programs. This is distinct from the uses of database, which is usually used to describe database systems or research or image databases used for querys.
  * *LHI Object Datasets
  * *NEC Animal Dataset
  * *Oxford Image Examples
  * *PEIPA Computer Vision Software
  * *Princeton
  * *Washington Ground Truth Image Database
  * Radius CDROM Ground Truthed Data Set, The

  * VaTeX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research

Dataset, 3-D Data
  * *ISPRS Terrestrial laser scanning and 3D imaging Datasets
  * *NaturePix: Visual Cognitive Modeling Research
  * *Stanford 3D Scanning Repository, The
  * How to measure the pose robustness of object views
  * Three-Dimensional Model-Based Object Recognition and Segmentation in Cluttered Scenes
  * WWW-Accessible 3D Image and Model Database for Computer Vision Research, A

Dataset, 3-D Models
  * *Large Geometric Models Archive

Dataset, 3D Data
  * *CalTech Turntable Images
  * Farman Institute 3D Point Sets: High Precision 3D Data Sets

Dataset, 3D Objects
  * Monocular Image-Based 3-D Model Retrieval: A Benchmark

Dataset, Action Recognition
  * *People Playing Musical Instrument (PPMI)
  * *Stanford 40 Actions
  * Action Similarity Labeling Challenge, The
  * Active Range Imaging Dataset for Indoor Surveillance
  * Arbitrary-View Human Action Recognition: A Varying-View RGB-D Action Dataset
  * BEHAVE video dataset: Ground truthed video for multi-person behavior classification, The
  * Free viewpoint action recognition using motion history volumes
  * HMDB: A large video database for human motion recognition
  * large-scale benchmark dataset for event recognition in surveillance video, A
  * Multi-Camera Action Dataset for Cross-Camera Action Recognition Benchmarking
  * New Image Dataset on Human Interactions, A
  * Novel Approach for Fast Action Recognition using Simple Features, A
  * RGB-D-based action recognition datasets: A survey

Dataset, Action
  * *Egocentric Live 4D Perception (Ego4D) Dataset: A large-scale first-person video dataset, supporting research in multi-modal machine perception for daily life activity
  * *HVU Dataset
  * From Lifestyle VLOGs to Everyday Interactions
  * Moments in Time Dataset: One Million Videos for Event Understanding

Dataset, Actions
  * *Kinetics Human Action Video Dataset, The
  * *MEXaction2 action detection and localization dataset
  * *Privacy-Preserving Visual Recognition PA-HMDB51
  * Actions as Space-Time Shapes
  * Collecting and annotating the large continuous action dataset
  * POETICON enacted scenario corpus: A tool for human and computational experiments on action understanding, The
  * Propagation networks for recognition of partially ordered sequential action
  * Recognizing human actions: a local SVM approach
  * Tracking Multiple Objects through Occlusions

Dataset, Active Appearance Model
  * *Active Appearance Models

Dataset, Activity Detection
  * MEVA: A Large-Scale Multiview, Multimodal Video Dataset for Activity Detection

Dataset, Activity Recognition
  * *FCVID: Fudan-Columbia Video Dataset
  * Guide to the Carnegie Mellon University Multimodal Activity (CMU-MMAC) Database
  * human motion database: A cognitive and parametric sampling of human motion, The
  * IKEA ASM Dataset: Understanding People Assembling Furniture through Actions, Objects and Pose, The
  * Opportunity challenge: A benchmark database for on-body sensor-based activity recognition, The
  * survey of video datasets for human action and activity recognition, A
  * TUM Kitchen Data Set of everyday manipulation activities for motion tracking and action recognition, The

Dataset, Activity Recogniton
  * *CLEAR: Classification of Events, Activities and Relationships
  * *i-LIDS: Bag and vehicle detection challenge
  * *Multimedia Event Detection
  * *Multiview Extended Video with Activities
  * *OTCBVS Benchmark Dataset Collection
  * *PETS 2001 Benchmark Data
  * *PETS 2006 Benchmark Data
  * CHIL RT07 Evaluation Data, The

Dataset, Aerial Images
  * *Aerial Image Dataset

Dataset, Aerial Mapping
  * Dataset for Automatic Mapping of Buildings, Woodlands, Water and Roads from Aerial Imagery

Dataset, Aerial Objects
  * *DOTA: A Large-Scale Benchmark and Challenges for Object Detection in Aerial Images
Section: *TGRS-HRRSD-Dataset: High Resolution Remote Sensing Detection (HRRSD)

Dataset, Aesthetic Analysis
  * AVA: A large-scale database for aesthetic visual analysis

Dataset, Affective Responses
  * DECAF: MEG-Based Multimodal Database for Decoding Affective Physiological Responses

Dataset, Affective
  * LIRIS-ACCEDE: A Video Database for Affective Content Analysis

Dataset, Affordance
  * One-Shot Object Affordance Detection in the Wild

Dataset, Angiography
  * *CoronARe: A Coronary Artery Reconstruction Challenge

Dataset, Animals
  * *Animals with Attributes 2 Dataset
  * *Indoor pig behavior RGBD video dataset
  * *MoCA: Moving Camouflaged Animals dataset
  * Recognition in Terra Incognita
  * Snapshot Serengeti, high-frequency annotated camera trap images of 40 mammalian species in an African savanna

Dataset, Animations
  * TGIF: A New Dataset and Benchmark on Animated GIF Description

Dataset, Arabic Characters
  * DBAHCL: database for Arabic handwritten characters and ligatures

Dataset, Arabic Text
  * KHATT: An open Arabic offline handwritten text database

Dataset, Arabic
  * *ERIM Arabic Document Database
  * QUWI: An Arabic and English Handwriting Dataset for Offline Writer Identification

Dataset, Astronomy
  * *Pre-Corrective Optics Space Telescope Axial Replacement Hubble Space Telescope star-cluster dataset

Dataset, Attion Recognition
  * Hollywood 3D: Recognizing Actions in 3D Natural Scenes

Dataset, Autonomous Driving
  * *ROad event Awareness Dataset for Autonomous Driving (ROAD), The
  * ApolloScape Open Dataset for Autonomous Driving and Its Application, The
  * DurLAR: A High-Fidelity 128-Channel LiDAR Dataset with Panoramic Ambient and Reflectivity Imagery for Multi-Modal Autonomous Driving Applications
  * ROAD: The Road Event Awareness Dataset for Autonomous Driving
  * WoodScape: A Multi-Task, Multi-Camera Fisheye Dataset for Autonomous Driving

Dataset, Background
  * *Scene Background Initialization (SBI) Dataset

Dataset, Bangla
  * benchmark image database of isolated Bangla handwritten compound characters, A
  * CMATERdb1: A database of unconstrained handwritten Bangla and Bangla-English mixed script document image

Dataset, Biometrics
  * *BANCA Database, The
  * *Soft-Biometric in Surveillance (SoBiS) Dataset
  * BioHDD: a dataset for studying biometric identification on heavily degraded data
  * biometric database with rotating head videos and hand-drawn face sketches, A
  * Biosec baseline corpus: A multimodal biometric database
  * MCYT baseline corpus: a bimodal biometric database
  * Multiscenario Multienvironment BioSecure Multimodal Database (BMDB), The
  * Two Unconstrained Biometric Databases
  * West Pomeranian University of Technology Ear Database: A Tool for Testing Biometric Algorithms, The
  * XM2VTSDB: The Extended M2VTS Database

Dataset, Birds
  * *CalTech-UCSD Birds 200 2011

Dataset, BSDS
  * Berkeley Segmentation Dataset and Benchmark, The

Dataset, Building Changes
  * Spatial-Temporal Attention-Based Method and a New Dataset for Remote Sensing Image Change Detection, A

Dataset, Building Detection
  * *ISPRS benchmark on urban object detection and 3D building reconstruction
  * *ISPRS Benchmarks

Dataset, Building Extraction
  * *ISPRS Test Project on Urban Classification and 3D Building Reconstruction

Dataset, Buildings
  * *WHU Datasets
  * Calibrated, Registered Images of an Extended Urban Area
  * Digital Basic Geodata Sets Hausumringe and Hauskoordinaten: Characterization and Pre-processing for Building Stock Analysis, The
  * Object retrieval with large vocabularies and fast spatial matching

Dataset, Camera Tracking
  * Camera Network Tracking (CamNeT) Dataset and Performance Baseline, A

Dataset, Cardiac MRI
  * Cardiac MRI dataset

Dataset, Castles
  * Have Fun Storming the Castle(s)!

Dataset, Cats
  * *Cat Dataset

Dataset, Cell Tracking
  * *MOTA Object Tracking Benchmark

Dataset, Change Detection
  * *Onera Satellite Change Detection (OSCD) Database
  * CDnet 2014: An Expanded Change Detection Benchmark Dataset
  * A new change detection benchmark dataset
  * Novel Video Dataset for Change Detection Benchmarking, A
  * QFabric: Multi-Task Change Detection Dataset
  * UAV Video Dataset for Mosaicking and Change Detection From Low-Altitude Flights, A

Dataset, Checks
  * new database for research on bank-check processing, A

Dataset, Chinese Characters
  * SCUT-COUCH Textline_NU: An Unconstrained Online Handwritten Chinese Text Lines Dataset

Dataset, City Models
  * Cityscapes Dataset for Semantic Urban Scene Understanding, The
  * SYNTHIA Dataset: A Large Collection of Synthetic Images for Semantic Segmentation of Urban Scenes, The

Dataset, Classrooms
  * Student Engagement Dataset

Dataset, Color Calibration
  * Camera characterization for color research

Dataset, Color Constancy
  * Data Set for Camera-Independent Color Constancy, A
  * Data Set for Colour Research, A

Dataset, Color Images
  * New Color Image Database TID2013: Innovations and Results, A

Dataset, Comics
  * eBDtheque: A Representative Database of Comics

Dataset, Content Analysis
  * *STVD-FC: Large-Scale TV Dataset - Fact Checking

Dataset, Copy Detection
  * *STVD-PVCD: Large-Scale TV Dataset

Dataset, Crowd Analysis
  * *CHUK Datasets
  * S-Hock dataset: A new benchmark for spectator crowd analysis, The

Dataset, Crowd Counting
  * NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting and Localization
  * Pushing the Frontiers of Unconstrained Crowd Counting: New Dataset and Benchmark Method

Dataset, Crowd Detection
  * *Crowd Detection/Recognition/Segmentation from UAV/Drone-Captured Images/Videos

Dataset, Cultural Heritage
  * *CyArk

Dataset, CURE-TSD
  * *Challenging Unreal and Real Environments for Traffic Sign Detection and Recognition

Dataset, CURE-TSR
  * *Challenging Unreal and Real Environments for Traffic Sign Detection and Recognition

Dataset, Daily Activities

Dataset, Dance
  * *Edinburgh Ceilidh Overhead Video Data
  * FineDance: A Fine-grained Choreography Dataset for 3D Full Body Dance Generation

Dataset, Disasters
  * *CrisisMMD Dataset
  * Incidents1M: A Large-Scale Dataset of Images With Natural Disasters, Damage, and Incidents

Dataset, Discussion
  * Dataset Issues in Object Recognition

Dataset, Document Analysis
  * Media Team Document Database II

Dataset, Document Images
  * IUPR Dataset of Camera-Captured Document Images, The

Dataset, Documents
  * *NIST OCR Databases
  * *Warped Documents, IUPR
  * UvA color document dataset, The

Dataset, Driver Behavior
  * Exploring the Limitations of Behavior Cloning for Autonomous Driving

Dataset, Driver Monitoring
  * *Distracted Driver Dataset
  * ULg multimodality drowsiness database (called DROZY) and examples of use, The

Dataset, Driving
  * *DSEC: A Stereo Event Camera Dataset for Driving Scenarios
  * *Multi-Weather 4Seasons Dataset

Dataset, Drone Detection
  * *Racing Bicycle Detection/Tracking from UAV Footage, UAV Detection

Dataset, Drone Images
  * *VisDrone Datasets

Dataset, Duke MTMC Dataset

Dataset, E2VID
  * Events-To-Video: Bringing Modern Computer Vision to Event Cameras

Dataset, Edeg Detection
  * PASCAL Boundaries: A Semantic Boundary Dataset with a Deep Semantic Boundary Detector

Dataset, Egocentric Actions
  * Rescaling Egocentric Vision: Collection, Pipeline and Challenges for EPIC-KITCHENS-100
  * Scaling Egocentric Vision: The Epic Kitchens Dataset

Dataset, Egocentric
  * *Egocentric Live 4D Perception (Ego4D) Dataset: A large-scale first-person video dataset, supporting research in multi-modal machine perception for daily life activity

Dataset, Emotion Recognition
  * *OMG-Emotion (One-Minute Gradual-Emotional Behavior)
  * Context-Aware Emotion Recognition Networks
  * UMEME: University of Michigan Emotional McGurk Effect Data Set

Dataset, Emotion
  * AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups
  * Modeling Emotion in Complex Stories: The Stanford Emotional Narratives Dataset
  * Multimodal Spontaneous Emotion Corpus for Human Behavior Analysis
  * SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild

Dataset, Emotions
  * BEAT: A Large-Scale Semantic and Emotional Multi-modal Dataset for Conversational Gestures Synthesis
  * Belfast Induced Natural Emotion Database, The
  * Multimodal Database of Emotional Speech, Video and Gestures
  * Novel Bimodal Emotion Database from Physiological Signals and Facial Expression, A

Dataset, Event Detection
  * *IAUFD: A 100k images dataset for automatic football image/video analysis

Dataset, Event Recognition
  * Event Recognition in Photo Collections with a Stopwatch HMM
  * large-scale benchmark dataset for event recognition in surveillance video, A

Dataset, Expression Recognition
  * Analyses of a Multimodal Spontaneous Facial Expression Database

Dataset, Expressions
  * *POSTECH Face Database
  * Comprehensive Database for Facial Expression Analysis

Dataset, Eye Fixation
  * Eye Fixation Database for Saliency Detection in Images, An

Dataset, Eye Tracking
  * Eye-Tracking Database for a Set of Standard Video Sequences

Dataset, Face Age
  * AgeDB: The First Manually Collected, In-the-Wild Age Database

Dataset, Face Anti-Spoofing
  * Celeba-Spoof: Large-scale Face Anti-spoofing Dataset with Rich Annotations

Dataset, Face Detection
  * WIDER FACE: A Face Detection Benchmark

Dataset, Face Recognition
  * *OTCBVS Benchmark Dataset Collection
  * CASIA NIR-VIS 2.0 Face Database, The
  * Celeb-500K: A Large Training Dataset for Face Recognition
  * FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age for Bias Measurement and Mitigation
  * Large-Scale, Time-Synchronized Visible and Thermal Face Dataset, A
  * MegaFace Benchmark: 1 Million Faces for Recognition at Scale, The
  * MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition
  * Pushing the frontiers of unconstrained face detection and recognition: IARPA Janus Benchmark A
  * Sejong face database: A multi-modal disguise face database

Dataset, Face Similarity
  * *View From Somewhere (AVFS), A

Dataset, Faces
  * *300 Videos in the Wild
  * *Annotated Facial Dataset
  * *AR Face Database, The
  * *BioID Face Database
  * *CalTech 10000 Web Faces
  * *CAS-PEAL Large-Scale Chinese Face Database and Baseline Evaluations, The
  * *CMU Facial Expression Database
  * *CMU Multi-PIE Face Database, The
  * *CMU Profile Face Images
  * *Color FERET Database, The
  * *CVL Face Database
  * *Description of the Collection of Facial Images
  * *Equinox: Human Identification at a Distance
  * *Face Detection Home Page
  * *Face Recognition Vendor Test 2006
  * *Face Recogniton Home Page
  * *FacePix Database
  * *FaceScrub Annotated Face Dataset
  * *FDDB: Face Detection Data Set and Benchmark
  * *FERET Database, The
  * *Frontal Face Images
  * *GVVPerfcapEva Repository of Evaluation Data Sets
  * *IARPA Janus Benchmark A (IJB-A) dataset
  * *MIT Face Recognition Database
  * *NIST Mugshot Identification Database
  * *ORL Database of Faces, The
  * *POSTECH Face Database
  * *PubFig: Public Figures Face Database
  * *UB KinFace Database
  * *UCD Colour Face Image Database for Face Detection, The
  * *UMIST Face Database, The
  * *University of Oulu Face Video Database, The
  * *University of Oulu Physics-Based Face Database, The
  * *WIDER Attribute dataset
  * *Yale Face Database
  * *YouTube Faces DB
  * CMU Pose, Illumination, and Expression Database, The
  * Comprehensive Database for Facial Expression Analysis
  * FERET Database and Evaluation Procedure for Face-Recognition Algorithms, The
  * FERET Evaluation Methodology for Face-Recognition Algorithms, The
  * HFB Face Database for Heterogeneous Face Biometrics research, The
  * Hyperspectral Face Database
  * IARPA Janus Benchmark-B Face Dataset
  * Iranian Face Database with age, pose and expression
  * Labeled faces in the wild: A database for studying face recognition in unconstrained environments
  * LADN: Local Adversarial Disentangling Network for Facial Makeup and De-Makeup
  * Large-Scale Database of Images and Captions for Automatic Face Naming, A
  * Multi-PIE
  * new multi-purpose audio-visual UNMC-VIER database with multiple variabilities, A
  * Photoface database, The
  * Single- and cross- database benchmarks for gender classification under unconstrained settings
  * Texas 3D Face Recognition Database
  * UHDB11 Database for 3D-2D Face Recognition
  * UMB-DB: A database of partially occluded 3D faces
  * VADANA: A dense dataset for facial image analysis
  * VALID: A New Practical Audio-Visual Database, and Comparative Results
  * Video Database of Moving Faces and People, A

Dataset, Faces, 3-D
  * KinectFaceDB: A Kinect Database for Face Recognition

Dataset, Faces, Features
  * Annotated Facial Landmarks in the Wild: A large-scale, real-world database for facial landmark localization

Dataset, Facial Action
  * DISFA: A Spontaneous Facial Action Intensity Database

Dataset, Facial Expression
  * *CMU Facial Expression Database
  * Painful data: The UNBC-McMaster shoulder pain expression archive database
  * Thermal Facial Emotion Database and Its Analysis, A

Dataset, Facial Expressions
  * *BU-3DFE (Binghamton University 3D Facial Expression) Database
  * *Children Spontaneous Facial Expression Video Database (LIRIS-CSE)
  * *Oulu-CASIA NIR&VIS facial expression database
  * Affectiva-MIT Facial Expression Dataset (AM-FED): Naturalistic and Spontaneous Facial Expressions Collected In-the-Wild
  * AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild
  * AM-FED+: An Extended Dataset of Naturalistic Facial Expressions Collected in Everyday Settings
  * Cardiff Conversation Database (CCDb): A Database of Natural Dyadic Conversations
  * CASME database: A dataset of spontaneous micro-expressions collected from neutralized faces
  * Coding Facial Expressions with Gabor Wavelets
  * Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression, The
  * Hi4D-ADSIP 3-D dynamic facial articulation database
  * high-resolution 3D dynamic facial expression database, A
  * High-resolution comprehensive 3-D dynamic database for facial articulation analysis
  * high-resolution spontaneous 3D dynamic facial expression database, A
  * MimicME: A Large Scale Diverse 4D Database for Facial Expression Analysis
  * Natural Visible and Infrared Facial Expression Database for Expression Recognition and Emotion Inference, A

Dataset, Facial Features
  * CelebV-HQ: A Large-Scale Video Facial Attributes Dataset
  * CelebV-Text: A Large-Scale Facial Text-Video Dataset

Dataset, Facial Landmarks
  * *MAFL: Multi-Attribute Facial Landmark
  * *Penn Action Dataset

Dataset, Fall Detection
  * Data Set for Fall Detection with Smart Floor Sensors, A

Dataset, Farsi Handwriting
  * New Large-Scale Multi-purpose Handwritten Farsi Database, A

Dataset, Fashion
  * *Large-scale Fashion (DeepFashion) Dataset

Dataset, Fingerprints
  * FVC2000: Fingerprint Verification Competition
  * Handbook of Fingerprint Recognition
  * NIST Special Database 4, Fingerprint Database

Dataset, Fish
  * *Tropical Coral Reef Fish Detection, Tracking And Classification

Dataset, Fisheye Images
  * Learning from THEODORE: A Synthetic Omnidirectional Top-View Indoor Dataset for Deep Transfer Learning

Dataset, Flickr
  * Flickr1024: A Large-Scale Dataset for Stereo Image Super-Resolution

Dataset, Floor Plans
  * Zillow Indoor Dataset: Annotated Floor Plans With 360 Panoramas and 3D Room Layouts

Dataset, Flowers
  * Automated Flower Classification over a Large Number of Classes

Dataset, fMRI
  * *Developing Human Connectome Project (dHCP)

Dataset, Food
  * Food-101: Mining Discriminative Components with Random Forests

Dataset, Foreground Detection
  * Labeled dataset for integral evaluation of moving object detection algorithms: LASIESTA

Dataset, Foreground Extraction
  * Benchmark Dataset for Outdoor Foreground/Background Extraction, A

Dataset, Formula
  * MfrDB: Database of Annotated On-Line Mathematical Formulae

Dataset, Frame Interpolation
  * Time Lens: Event-based Video Frame Interpolation

Dataset, Gait Recognition
  * CASIA-E: A Large Comprehensive Dataset for Gait Recognition
  * Gait Recognition in the Wild: A Benchmark
  * University of Southampton Multi-Biometric Tunnel and introducing a novel 3D gait dataset, The

Dataset, Gait
  * *Baseline Algorithm and Performance for Gait Based Human ID Challenge Problem
  * Data Set for the Study of Human Locomotion with Inertial Measurements Units, A
  * Reference Data Set for the Study of Healthy Subject Gait with Inertial Measurements Units, A
  * TUM Gait from Audio, Image and Depth (GAID) database: Multimodal recognition of subjects and traits, The

Dataset, Garbage
  * *AerialWaste: a professionally curated dataset for waste detection in aerial images

Dataset, Gaze Tracking
  * RavenGaze: A Dataset for Gaze Estimation Leveraging Psychological Experiment Through Eye Tracker
  * SID4VAM: A Benchmark Dataset With Synthetic Images for Visual Attention Modeling

Dataset, Gaze
  * *OnMapGaze: A new gaze dataset for map perception modeling
  * OMEG: Oulu Multi-Pose Eye Gaze Dataset

Dataset, Gender
  * LFW-Gender Dataset, The

Dataset, Gesture Recognition
  * G3D: A gaming action dataset and real time action recognition evaluation framework

Dataset, Gesture
  * *POSTECH Face Database
  * ChaLearn gesture dataset (CGD 2011), The

Dataset, Gestures
  * *Aristotle University of Thessaloniki UAV Gesture Dataset
  * *HandNet Hand Images
  * 3-D Audio-Visual Corpus of Affective Communication, A
  * Jester Dataset: A Large-Scale Video Dataset of Human Gestures, The
  * MovieGraphs: Towards Understanding Human-Centric Situations from Videos

Dataset, Graphics
  * Towards Automatic Parsing of Structured Visual Content through the Use of Synthetic Data

Dataset, Hand Gestures
  * natural and synthetic corpus for benchmarking of hand gesture recognition systems, A

Dataset, Hand Pose
  * Interhand2.6m: A Dataset and Baseline for 3d Interacting Hand Pose Estimation from a Single RGB Image
  * Partially Occluded Hands: A Challenging New Dataset for Single-Image Hand Pose Estimation

Dataset, Hand Tracking
  * *GVVPerfcapEva Repository of Evaluation Data Sets

Dataset, Handwriting
  * *Ground Truthed Handwritten Word Images
  * *On-line Handwriting Database
  * *Unipen Project
  * *USPS Office of Advanced Technology Database of Handwritten Cities, States, ZIP Codes, Digits, and Alphabetic Characters
  * Database for Handwritten Text Recognition Research, A
  * MAYASTROUN: A Multilanguage Handwriting Database

Dataset, Handwritting, Arabic
  * KHATT: Arabic Offline Handwritten Text Database

Dataset, Haze
  * ACDC: The Adverse Conditions Dataset with Correspondences for Semantic Driving Scene Understanding

Dataset, HDR
  * Events-To-Video: Bringing Modern Computer Vision to Event Cameras

Dataset, High Resolution
  * DIV8K: DIVerse 8K Resolution Image Dataset

Dataset, Highway Hazards
  * WildDash: Creating Hazard-Aware Benchmarks

Dataset, Homan Pose
  * Yoga-82: A New Dataset for Fine-grained Classification of Human Poses

Dataset, House Numbers
  * *Street View House Numbers (SVHN) Dataset , The

Dataset, Human Action
  * *Kinetics Human Action Video Dataset, The

Dataset, Human Actions
  * *Human3.6M
  * Berkeley MHAD: A comprehensive Multimodal Human Action Database
  * HACS: Human Action Clips and Segments Dataset for Recognition and Temporal Localization
  * MMAct: A Large-Scale Dataset for Cross Modal Human Action Understanding

Dataset, Human Activities
  * Martial Arts, Dancing and Sports dataset: A challenging stereo and multi-view dataset for 3D human pose estimation

Dataset, Human Activity
  * NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding
  * NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis
  * PROMETHEUS: heterogeneous sensor database in support of research on human behavioral patterns in unrestricted environments

Dataset, Human Affect
  * New Multi-modal Dataset for Human Affect Analysis, A

Dataset, Human Motion
  * *GVVPerfcapEva Repository of Evaluation Data Sets
  * HumanEva: Synchronized Video and Motion Capture Dataset and Baseline Algorithm for Evaluation of Articulated Human Motion
  * INRIA Person Dataset

Dataset, Human Occlusion
  * Human De-occlusion: Invisible Perception and Recovery for Humans

Dataset, Human Pose
  * *Extended BBC Pose Dataset
  * *FLIC: Frames Labelled in Cinema
  * *MPII Human Shape
  * *VGG Pose Datasets
  * ASPset: An outdoor sports pose video dataset with 3D keypoint annotations
  * UMPM benchmark: A multi-person dataset with synchronized video and motion capture data for evaluation of articulated human motion and interaction

Dataset, Human Segmentation
  * Database of Human Segmented Natural Images and its Application to Evaluating Segmentation Algorithms, A

Dataset, Human Shapes
  * *3DHumans: Dataset for Human Body Models

Dataset, Human Tracking
  * *Edinburgh Informatics Forum Pedestrian Database
  * *Oxford Town Center

Dataset, Humans
  * *H3D Dataset

Dataset, Humor
  * Multimodal Humor Dataset: Predicting Laughter tracks for Sitcoms

Dataset, Hyperspectral
  * Information limits on neural identification of coloured surfaces in natural scenes
  * Statistics of spatial cone-excitation ratios in natural scenes

Dataset, Illumination
  * Dataset of Flash and Ambient Illumination Pairs from the Crowd, A

Dataset, Image Captioning
  * Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts

Dataset, Image Forensics
  * Robust Texture-Aware Computer-Generated Image Forensic: Benchmark and Algorithm

Dataset, Image Matting
  * *Alpha Matting Evaluation Website

Dataset, Image Quality
  * CID2013: A Database for Evaluating No-Reference Image Quality Assessment Algorithms
  * CID:IQ: A New Image Quality Database
  * MDID: A multiply distorted image database for image quality assessment

Dataset, Image Restoration
  * UG^2: a Video Benchmark for Assessing the Impact of Image Restoration and Enhancement on Automatic Visual Recognition

Dataset, Image Retrieval
  * *Large Scale Dataset for Cross-Model Multimedia Analysis
  * Evaluating Image Retrieval

Dataset, Image Stitching
  * *Image Stitching Database

Dataset, Images
  * *Abel Stock
  * *CalTech Archived Images
  * *CalTech-UCSD Birds 200 2011
  * *OSU Datasets
  * *University of Southern California, Signal and Image Processing

Dataset, Indoor Images
  * *MIT 67 Indoor Dataset

Dataset, Indoor Scenes
  * *NYU Depth Dataset V2

Dataset, Infrared
  * Multi-spectral dataset and its application in saliency detection

Dataset, Instructional Video
  * *How2 Dataset
  * *YouCook2
  * COIN: A Large-Scale Dataset for Comprehensive Instructional Video Analysis
  * Cross-Task Weakly Supervised Learning From Instructional Videos
  * HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips
  * Learning from Narrated Instruction Videos

Dataset, Interactions
  * MECCANO Dataset: Understanding Human-Object Interactions from Egocentric Videos in an Industrial-like Domain, The

Dataset, Iris Images
  * *CASIA Iris Image Database
  * *Iris Recognition Database
  * *Iris Recognition Database
  * *NIST ICE Iris Image Database
  * *UBIRIS database
  * *UTIRIS: University of Tehran IRIS Image Repository
  * Iris Database

Dataset, Iris Recognition
  * IV2 Multimodal Biometric Database (Including Iris, 2D, 3D, Stereoscopic, and Talking Face Data), and the IV2-2007 Evaluation Campaign, The
  * survey of iris datasets, A
  * UBIRIS.v2: A Database of Visible Wavelength Iris Images Captured On-the-Move and At-a-Distance, The

Dataset, Iris
  * *NIST IREX, Iris Exchange Datasets
  * I-SOCIAL-DB: A labeled database of images collected from websites and social media for Iris recognition

Dataset, Landmarks
  * PKUBench: A context rich mobile visual search benchmark

Dataset, Lane Detection
  * VIL-100: A New Dataset and A Baseline Model for Video Instance Lane Detection

Dataset, Laughter
  * MAHNOB Laughter database, The

Dataset, Learning
  * iLab-20M: A Large-Scale Controlled Object Dataset to Investigate Deep Learning
  * Object is Worth Six Thousand Pictures: The Egocentric, Manual, Multi-image (EMMI) Dataset, An

Dataset, License Plates
  * Towards End-to-End License Plate Detection and Recognition: A Large Dataset and Baseline

Dataset, LiDAR
  * LASDU: A Large-Scale Aerial LiDAR Dataset for Semantic Labeling in Dense Urban Areas
  * SemanticKITTI: A Dataset for Semantic Scene Understanding of LiDAR Sequences
  * Toronto-3D: A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways

Dataset, Lip Reading
  * *Dynamic 2D/3D Speaking Face Dataset with Synchronized Audio
  * *Language Independent Lip Reading
  * *OuluVS database

Dataset, Local Descriptors
  * H-Patches: A Benchmark and Evaluation of Handcrafted and Learned Local Descriptors

Dataset, Logos
  * *FlickrLogos-32
  * *UMD Logo Database

Dataset, Low Light
  * Getting to know low-light images with the Exclusively Dark dataset

Dataset, Lumber
  * *Wood image database

Dataset, Mammography
  * *DDSM: Digital Database for Screening Mammography
  * *MiniMammographic Database

Dataset, Manga
  * Building a Manga Dataset Manga109 With Annotations for Multimedia Applications

Dataset, Mapping
  * *Spacenet
  * SpaceNet 6: Multi-Sensor All Weather Mapping Dataset

Dataset, Matching
  * *PhotoTourism, Matching Challenge Dataset
  * Registration of Challenging Image Pairs: Initialization, Estimation, and Decision

Dataset, Material Recognition
  * 4D Light-Field Dataset and CNN Architectures for Material Recognition, A

Dataset, Materials
  * MINC Dataset

Dataset, Matting
  * RGB-D Human Matting: A Real-World Benchmark Dataset and a Baseline Method

Dataset, Medical Images
  * *Medical Dataset Archive
  * *Visible Human Project

Dataset, Memorability
  * Understanding and Predicting Image Memorability at a Large Scale

Dataset, MEVA
  * *Multiview Extended Video with Activities

Dataset, MI3DOR
  * Monocular Image-Based 3-D Model Retrieval: A Benchmark

Dataset, Mongolian Characters
  * new database for online handwritten Mongolian word recognition, A

Dataset, Monocular Depth
  * *Recurrent Asynchronous Multimodal Networks + Events, Frames, Semantic labels, and Depth maps recorded in CARLA simulator

Dataset, Motion Capture
  * *CMU Graphics Lab Motion Capture Database
  * *Human3.6M

Dataset, Motion Detection
  * *Change Detection Benchmark Website

Dataset, Motion Segmentation
  * collection of challenging motion segmentation benchmark datasets, A
  * New Trajectory Based Motion Segmentation Benchmark Dataset (UdG-MS15), A

Dataset, Motion Tracking
  * MOTChallenge: A Benchmark for Single-Camera Multiple Target Tracking

Dataset, Motion
  * *CMU VASC Image Database
  * *Hopkins 155
  * FeEval A Dataset for Evaluation of Spatio-temporal Local Features
  * Human-assisted motion annotation

Dataset, Movie Understanding
  * Movienet: A Holistic Dataset for Movie Understanding

Dataset, Multi-Focus
  * Real-MFF: A large realistic multi-focus image dataset with ground truth

Dataset, Multi-View Data
  * *University of Illinois Datasets

Dataset, Multimedia Retrieval
  * Open and free datasets for multimedia retrieval

Dataset, Natural Image Text
  * NEOCR: A Configurable Dataset for Natural Image Text Recognition

Dataset, Natural Scenes
  * *CalTech 100 Natural Scenes
  * *University of Illinois Datasets

Dataset, Navigation
  * Indoor RGB-D Dataset for the Evaluation of Robot Navigation Algorithms, An

Dataset, NightCity
  * Night-Time Scene Parsing With a Large Real Dataset

Dataset, Noise Reduction
  * RENOIR-A dataset for real low-light image noise reduction

Dataset, Nuclei
  * *CR Chisto Labeled Nuclei Dataset

Dataset, Object Category
  * ImageNet Large Scale Visual Recognition Challenge

Dataset, Object Detection
  * *ISPRS Benchmarks
  * *UoB highly occluded object challenge (UoB-HOOC)
  * CBCL StreetScenes Challenge Framework
  * Ground Truth Annotated Video Dataset for Moving Object Detection in Degraded Atmospheric Outdoor Scenes, A
  * Objects365: A Large-Scale, High-Quality Dataset for Object Detection
  * Open Images Dataset V4, The

Dataset, Object Extraction
  * *DIODE: A Dense Indoor and Outdoor Depth Dataset

Dataset, Object Pose
  * BOP: Benchmark for 6D Object Pose Estimation

Dataset, Object Recognition
  * *LHI Object Datasets
  * *NEC Animal Dataset
  * *University of Illinois Datasets
  * *Xcavator.Net
  * dataset for Hand-Held Object Recognition, A
  * Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models
  * iCub World: Friendly Robots Help Building Good Vision Data-Sets
  * Introducing MVTec ITODD: A Dataset for 3D Object Recognition in Industry
  * Large-Scale 3D Object Recognition Dataset, A
  * Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary
  * ObjectNet3D: A Large Scale Database for 3D Object Recognition
  * Refined 3D Pose Dataset for Fine-Grained Object Categories, A
  * SLNSW-UTS: A Historical Image Dataset for Image Multi-Labeling and Retrieval
  * SUN Database: Exploring a Large Collection of Scene Categories

Dataset, Objects
  * *15 Scene Dataset
  * *Animals with Attributes: A dataset for Attribute Based Classification
  * *CalTech 101 Objects Categories
  * *CalTech 256 Objects Categories
  * *ETH-80 Dataset, The
  * *Image Net, ImageNet Dataset
  * *PASCAL Object Recognition Database Collection, The
  * *Video Objects: A Test Database for Video Object Recognition
Section: Object Recognition, Retrieval Datasets (H2)
  * Amsterdam Library of Object Images, The
  * Columbia Object Image Library (COIL-100)
  * Learning methods for generic object recognition with invariance to pose and lighting
  * Lost in quantization: Improving particular object retrieval in large scale image databases
  * Microsoft COCO: Common Objects in Context

Dataset, OCR
  * *ERIM Arabic Document Database
  * *Japanese Character Image Database
  * *NIST OCR Databases
  * CASIA Online and Offline Chinese Handwriting Databases
  * CASIA-OLHWDB1: A Database of Online Handwritten Chinese Characters
  * Creation of a Huge Annotated Database for Tamil and Kannada OHR
  * Empirical Evaluation on HIT-OR3C Database, An
  * FHT: An Unconstraint Farsi Handwritten Text Database
  * GERMANA Database, The
  * HAMEX: A Handwritten and Audio Dataset of Mathematical Expressions
  * HCL2000: A Large-scale Handwritten Chinese Character Database for Handwritten Character Recognition
  * IBM_UB_1: A Dual Mode Unconstrained English Handwriting Dataset

Dataset, Offensive Images
  * *Multimodal Meme Classification Identifying Offensive Content in Image and Text

Dataset, Office Monitor
  * *Edinburgh office monitoring video dataset

Dataset, Okutama-Action
  * Okutama-Action: An Aerial View Video Dataset for Concurrent Human Action Detection

Dataset, Optical Flow
  * Creative Flow+ Dataset
  * Database and Evaluation Methodology for Optical Flow, A
  * Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation, A

Dataset, Outdoor Scene
  * All the Images of an Outdoor Scene

Dataset, Outdoor Scenes
  * EDEN: Multimodal Synthetic Dataset of Enclosed GarDEN Scenes

Dataset, Outdoor Secens
  * Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope

Dataset, Overview
  * *Video Dataset Overview

Dataset, Pedestrian Detection
  * *CHUK Datasets
  * *Daimler Pedestrian Detection Benchmark
  * IAIR-CarPed: A psychophysically annotated dataset with fine-grained and layered semantic labels for object recognition
  * Multispectral pedestrian detection: Benchmark dataset and baseline

Dataset, Pedestrian Tracking
  * *CHUK Datasets

Dataset, Pedestrians
  * *PETA: Pedestrian Attribute Recognition At Far Distance
  * *VIPeR: Viewpoint Invariant Pedestrian Recognition
  * Experimental Study on Pedestrian Classification, An
  * PIE: A Large-Scale Dataset and Models for Pedestrian Intention Estimation and Trajectory Prediction
  * SPID: Surveillance Pedestrian Image Dataset and Performance Evaluation for Pedestrian Detection

Dataset, People
  * Accurate Object Localization with Shape Masks

Dataset, Perceptual Grouping
  * in-depth study of graph partitioning measures for perceptual organization, An

Dataset, Persian
  * UTSig: A Persian offline signature dataset

Dataset, Person Detection
  * corpus for benchmarking of people detection algorithms, A

Dataset, PETS 2015
  * PETS 2015: Datasets and challenge

Dataset, Photogrammetry
  * Internet database for photogrammetric close range applications

Dataset, Photometric Stereo
  * Benchmark Dataset and Evaluation for Non-Lambertian and Uncalibrated Photometric Stereo, A

Dataset, Physical Fitness
  * HSiPu2: A New Human Physical Fitness Action Dataset for Recognition and 3D Reconstruction Evaluation

Dataset, Plants
  * *Plant Phenotyping Datasets for Computer Vision

Dataset, Point Cloud Segmentation
  * *ISPRS Benchmarks

Dataset, Point Cloud
  * Paris-CARLA-3D: A Real and Synthetic Outdoor Point Cloud Dataset for Challenging Tasks in 3D Mapping
  * Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data

Dataset, Point Clouds
  * *SynthCity: A Large-Scale Synthetic Point Cloud

Dataset, Pose Estimation
  * *YCB-Video

Dataset, Pottery
  * *Beazley Archive of Classical Art Pottery Database, The

Dataset, Privacy
  * *Privacy-Preserving Visual Recognition PA-HMDB51

Dataset, Products
  * Deep Metric Learning via Lifted Structured Feature Embedding

Dataset, Radar
  * High Resolution Radar Dataset for Semi-Supervised Learning of Dynamic Objects

Dataset, RBG-D
  * T-LESS: An RGB-D Dataset for 6D Pose Estimation of Texture-Less Objects

Dataset, Re-Identification
  * *CHUK Datasets
  * BV-Person: A Large-scale Dataset for Bird-view Person Re-identification
  * Consistent Re-identification in a Camera Network
  * Database for Person Re-Identification in Multi-Camera Surveillance Networks, A
  * DukeMTMC4ReID: A Large-Scale Multi-camera Person Re-identification Dataset
  * HDA+ Data Set for Research on Fully Automated Re-identification Systems, The
  * MARS: A Video Benchmark for Large-Scale Person Re-Identification

Dataset, Recognition
  * *MIT Places Database for Scene Recognition
  * Geometric Context from a Single Image
  * SUN database: Large-scale scene recognition from abbey to zoo
  * SUN-Spot: An RGB-D Dataset With Spatial Referring Expressions

Dataset, Registration
  * *FIRE Fundus Image Registration Dataset

Dataset, Remote Sensing
  * Multimodal remote sensing benchmark datasets for land cover classification with a shared and specific feature learning model
  * TUM-DLR Multimodal Earth Observation Evaluation Benchmark, The

Dataset, Retina
  * DIARETDB1 diabetic retinopathy database and evaluation protocol, The

Dataset, Retinal
  * *FIRE Fundus Image Registration Dataset

Dataset, Retrieval
  * *BBC Motion Gallery
  * *Washington Ground Truth Image Database
  * 80 Million Tiny Images: A Large Data Set for Nonparametric Object and Scene Recognition
Section: Object Recognition, Retrieval Datasets (H2)
  * Focus-Aspect-Value model for predicting subjective visual attributes, The
  * LableMe: The Open Annotation Tool
  * Places: A 10 Million Image Database for Scene Recognition
  * segmented and annotated IAPR TC-12 benchmark, The

Dataset, RGB-D
  * Depth Restoration Occlusionless Temporal Dataset, A
  * SceneNN: A Scene Meshes Dataset with aNNotations

Dataset, RGBD
  * *NYU Depth Dataset V2
  * *SUNRGBD: A RGB-D Scene Understanding Benchmark Suite

Dataset, Rice
  * High-Resolution Spatial and Time-Series Labeled Unmanned Aerial Vehicle Image Dataset for Middle-Season Rice, A

Dataset, Road Detection
  * Full-time Monocular Road Detection Using Zero-distribution Prior of Angle of Polarization

Dataset, Road Scenes
  * *DDD17: End-To-End DAVIS Driving Dataset
  * *KITTI Vision Benchmark Suite, The
  * *Waymo Open Dataset
  * BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning

Dataset, Roads
  * HyKo: A Spectral Dataset for Scene Understanding

Dataset, Saliency
  * *SAVAM, Visual Salience Dataset

Dataset, Sandstorm
  * *Sand Dust Image DAta

Dataset, Scene Text
  * Image Dataset of Text Patches in Everyday Scenes, An

Dataset, Scene Understanding
  * SUN3D: A Database of Big Spaces Reconstructed Using SfM and Object Labels

Dataset, Segmentation
  * *ADE20K Dataset
  * *COCO: Common Objects in Context
  * *DIS5K
  * *LHI Segmentation Dataset
  * *LHI Surveillance Dataset
  * *Lotus Hill Institute
  * *PASCAL Visual Object Classes Challenge 2012, The
  * *Semantic Boundaries Dataset and Benchmark
  * Berkeley Segmentation Dataset and Benchmark, The
  * Database of human segmented images and its application in boundary detection
  * Dense Material Segmentation Dataset for Indoor and Outdoor Scene Parsing, A
  * Evaluation of Localized Semantics: Data, Methodology, and Experiments
  * High Quality Entity Segmentation
  * MVTec D2S: Densely Segmented Supermarket Dataset
  * Segment Anything
  * Unsupervised Domain Adaptation for Semantic Segmentation of NIR Images Through Generative Latent Search

Dataset, Semantic Segmentation
  * Event-based Asynchronous Sparse Convolutional Networks

Dataset, Sentinment
  * *Memotion Dataset 7k

Dataset, Setganalysis
  * ISTEGO100K: Large-scale Image Steganalysis Dataset

Dataset, Shading
  * Ground truth dataset and baseline evaluations for intrinsic image algorithms

Dataset, Shadow Detection
  * Improved motion segmentation based on shadow detection

Dataset, Shape from X
  * Benchmark Dataset for Performance Evaluation of Shape-from-X Algorithms, A

Dataset, Ship Detection
  * Multi-Task CNN for Maritime Target Detection, A
  * SRSDD-v1.0: A High-Resolution SAR Rotation Ship Detection Dataset
  * UnityShip: A Large-Scale Synthetic Dataset for Ship Recognition in Aerial Images

Dataset, Ship Tracking
  * Fishing Gear Classification from Vessel Trajectories and Velocity Profiles: Database and Benchmark

Dataset, Ships
  * *Boat Detection
  * MARVEL: A Large-Scale Image Dataset for Maritime Vessels
  * Public Dataset for Fine-Grained Ship Classification in Optical Remote Sensing Images, A
  * SAR Ship Detection Dataset (SSDD): Official Release and Comprehensive Data Analysis

Dataset, Shoes
  * *UT Zappos50K

Dataset, Sign Language
  * Long Term Arm and Hand Tracking for Continuous Sign Language TV Broadcasts

Dataset, Signatures
  * SID Signature Database: A Tunisian Off-line Handwritten Signature Database

Dataset, SLAM
  * *UZH FPV Drone Racing Dataset 2.0
  * benchmarking tool for MAV visual pose estimation, A
  * collection of outdoor robotic datasets with centimeter-accuracy ground truth, A

Dataset, Smart Home
  * DAily Home LIfe Activity Dataset: A High Semantic Activity Dataset for Online Recognition, The

Dataset, Social Interaction
  * *UDIVA Dataset

Dataset, Soft Biometrics
  * Soft Biometric Retrieval to Describe and Identify Surveillance Images

Dataset, Spatial Relations
  * SpatialSense: An Adversarially Crowdsourced Benchmark for Spatial Relation Recognition

Dataset, Spectral Imaging
  * *Spectral Imaging Data Base

Dataset, Sports
  * *IAUFD: A 100k images dataset for automatic football image/video analysis
  * *LHI Sports Activity Dataset
  * *Olympic Sports Dataset
  * *UCF Sports Action Dataset
  * Collective Sports: A multi-task dataset for collective activity recognition
  * MultiSports: A Multi-Person Video Dataset of Spatio-Temporally Localized Sports Actions
  * TGC20ReId: A dataset for sport event re-identification in the wild

Dataset, Steganalysis
  * Unseen Challenge data sets, The

Dataset, Stereo Data
  * *University of Illinois Datasets

Dataset, Stereo
  * *CVLab dense multi-view stereo image database
  * *DSEC: A Stereo Event Camera Dataset for Driving Scenarios
  * *IS-3D: Data
  * Benchmarking Stereo Data (Not the Matching Algorithms)
  * category-level 3-D object dataset: Putting the Kinect to work, A
  * FOSS4G Date Assessment On the Isprs Optical Stereo Satellite Data: A Benchmark for DSM Generation
  * Going into depth: Evaluating 2D and 3D cues for object classification on a new, large-scale object dataset
  * High-Resolution Stereo Datasets with Subpixel-Accurate Ground Truth
  * SpaceNet MVOI: A Multi-View Overhead Imagery Dataset
  * Synthesizing Real World Stereo Challenges
  * Taxonomy and Evaluation of Dense Two-Frame Stereo Correspondence Algorithms, A

Dataset, Summarization
  * *MovieQA

Dataset, Super Resolution
  * *Set5, Set14, Urban 100, BSD 100, Sun-Hays 80 Datasets
  * Flickr1024: A Large-Scale Dataset for Stereo Image Super-Resolution

Dataset, Superresolution
  * *SuperTex136

Dataset, Surface Reconstruction
  * Benchmarking Dataset for Performance Evaluation of Automatic Surface Reconstruction Algorithms, A

Dataset, Surgery
  * *Edinburgh Simulated Surgical Tools Dataset (RGBD)

Dataset, Surveilance
  * DVS-OUTLAB: A Neuromorphic Event-Based Long Time Monitoring Dataset for Real-World Outdoor Scenarios

Dataset, Surveillance
  * *Daimler Pedestrian Detection Benchmark
  * *Edinburgh Informatics Forum Pedestrian Database
  * *HMDB: a large human motion database
  * *Hollywood2 Human Actions and Scenes Dataset
  * *MIT Pedestrian Database MITP
  * *PETS Benchmark Datasets
  * *TRECVID Workshop DAta
  * *UCF Action Recogniton Dataset 50
  * *UCF-ARG
  * *UCF-iPhone
  * Crowd Flow Segmentation and Stability Analysis
  * Lagrangian Particle Dynamics Approach for Crowd Flow Segmentation and Stability Analysis, A
  * LOST: Longterm Observation of Scenes (with Tracks)
  * PETS 2014: Dataset and challenge
  * Terrascope Dataset: Scripted Multi-Camera Indoor Video Surveillance with Ground-truth, The

Dataset, Symmetry Images
  * Curved Glide-Reflection Symmetry Detection

Dataset, Targets
  * Gudalur Spectral Target Detection (GST-D): A New Benchmark Dataset and Engineered Material Target Detection in Multi-Platform Remote Sensing Data

Dataset, Text in Images
  * *Computer Vision Lab OCR DataBase: CVL OCR DB

Dataset, Text Retrieval
  * *Large Scale Dataset for Cross-Model Multimedia Analysis

Dataset, Texture
  * *CUReT: Columbia-Utrecht Reflectance and Texture Database
  * *Describable Textures Dataset (DTD)
  * *KTH-TIPS and KTH-TIPS2 image databases, The
  * *MIT Texture Data
  * *Outex: New framework for empirical evaluation of texture analysis algorithms
  * *Texture Data
  * *Texure Image Data
  * *TILDA: Textile Texture Database
  * *University of Illinois Datasets
  * Ground Terrain Database, GTOS
  * PSU Near-Regular Texture Database
  * Texture databases: A comprehensive survey

Dataset, Tibetan Culture
  * Tibetan Thangka data set and relative tasks, A

Dataset, Tiny Images
  * *CIFAR-10 and CIFAR-100 Datasets

Dataset, Tools
  * benchmark image dataset for industrial tools, A

Dataset, Tracking
  * *OTCBVS Benchmark Dataset Collection
  * *Tracking Any Object, TAO, Dataset
  * *UCF Parking Lot Tracking
  * *Visual Object Tracking Challenges, VOT
  * BIRDSAI: A Dataset for Detection and Tracking in Aerial Thermal Infrared Videos
  * CDTB: A Color and Depth Visual Object Tracking Dataset and Benchmark
  * Evaluation of Interest Point Detectors and Feature Descriptors for Visual Tracking
  * Floor Fields for Tracking in High Density Crowd Scenes
  * GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild
  * Long-Term Tracking in the Wild: A Benchmark
  * NUS-PRO: A New Visual Tracking Challenge
  * survey of datasets for visual tracking, A
  * TAO: A Large-scale Benchmark for Tracking Any Object
  * Tracking by an Optimal Sequence of Linear Predictors
  * TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild

Dataset, Traffic Signs
  * *Challenging Unreal and Real Environments for Traffic Sign Detection and Recognition
  * *Swedish Trafic Signs

Dataset, Traffic
  * *UA-DETRAC Benchmark Suite
  * Mapillary Vistas Dataset for Semantic Understanding of Street Scenes, The
  * Multi-sensor Traffic Scene Dataset with Omnidirectional Video, A

Dataset, UAV Human Detection
  * Manipal-UAV person detection dataset: A step towards benchmarking dataset and algorithms for small object detection

Dataset, Unmixing
  * DLR HySU: A Benchmark Dataset for Spectral Unmixing

Dataset, Upper Body Motion
  * Arm-CODA: A Data Set of Upper-limb Human Movement During Routine Examination

Dataset, Urban Data
  * *ISPRS Benchmarks
  * SUM: A benchmark dataset of Semantic Urban Meshes

Dataset, Urban
  * SensatUrban: Learning Semantics from Urban-Scale Photogrammetric Point Clouds

Dataset, Urdu Handwriting
  * New Large Urdu Database for Off-Line Handwriting Recognition, A

Dataset, Urdu
  * *UHaT: Urdu handwritten text dataset

Dataset, VAW
  * Learning to Predict Visual Attributes in the Wild

Dataset, Vehicle Detection
  * DOTA: A Large-Scale Dataset for Object Detection in Aerial Images
  * Rendered Benchmark Data Set for Evaluation of Occlusion-Handling Strategies of a Parts-Based Car Detector

Dataset, Vehicle Surveilance
  * SVIRO: Synthetic Vehicle Interior Rear Seat Occupancy Dataset and Benchmark

Dataset, Vehicle Tracking
  * *Racing Bicycle Detection/Tracking from UAV Footage, UAV Detection

Dataset, Vehicles
  * *MIT Car Database MITC
  * *PKU VehicleID Dataset
  * *PKU-VD Dataset
  * *Stanford Cars Dataset
  * Boxy Vehicle Detection in Large Images
  * Learning to Detect Objects in Images via a Sparse, Part-Based Representation
  * MoRe: A Large-Scale Motorcycle Re-Identification Dataset
  * NYC3DCars: A Dataset of 3D Vehicles in Geographic Context

Dataset, Video Analysis
  * MSR-VTT: A Large Video Description Dataset for Bridging Video and Language

Dataset, Video Compression
  * PP8K: A New Dataset for 8K UHD Video Compression and Processing

Dataset, Video Copy Detection
  * *STVD-PVCD: Large-Scale TV Dataset

Dataset, Video Database
  * *Large Scale Video Database
  * *YouTube-8M Dataset

Dataset, Video Events
  * Web Video Event Recognition by Semantic Analysis From Ubiquitous Documents

Dataset, Video Segmentation
  * *DAVIS: Densely Annotated VIdeo Segmentation
  * *OVIS: Occluded Video Instance Segmentation
  * *Video Instance Segmentation - YouTube-VOS
  * *Video Instance Segmentation - YouTube-VOS
  * Benchmark Dataset and Evaluation Methodology for Video Object Segmentation, A

Dataset, Video Streaming
  * MCL-V: A streaming video quality assessment database

Dataset, Video Understanding
  * *Deep Video Understanding Dataset

Dataset, Video
  * *BBC Motion Gallery
  * *BEHAVE Interactions Test Case Scenarios
  * *CAVIAR Test Case Scenarios
  * *CVBASE Annotated Video Data
  * *Optic Flow Data
  * *University of Illinois Datasets
  * Playing for Benchmarks
  * Violin: A Large-Scale Dataset for Video-and-Language Inference

Dataset, Violence
  * RWF-2000: An Open Large Scale Video Database for Violence Detection

Dataset, Virtual Reality
  * *NJIT 6DOF VR Navigation Dataset

Dataset, Visual Attractiveness
  * *MA14KD: Movie Attraction 14K Dataset

Dataset, Visual Hull
  * *University of Illinois Datasets

Dataset, Visual Odometry
  * *UZH FPV Drone Racing Dataset 2.0

Dataset, Visual Q-A
  * DocVQA: A Dataset for VQA on Document Images

Dataset, Visual Question Answering
  * *Flickr30k Dataset
  * *MSR VTT Dataset
  * *Visual Genome
  * *Visual7W visual question answering
  * *VQA: Visual Question Answering

Dataset, Visual Reasoning
  * CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

Dataset, Writer Identification
  * CVL-DataBase: An Off-Line Database for Writer Retrieval, Writer Identification and Word Spotting

  * Dana36: A Multi-camera Image Dataset for Object Identification in Surveillance Scenarios

For more information on the topics, contact information, etc. see the annotated Computer Vision Bibliography or the Complete Conference Listing for Computer Vision and Image Analysis