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UCSD Computer Vision


Datasets published or hosted by our group.


Moorea Labeled Corals

The Moorea Labeled Corals dataset is a subset of the Moorea Coral Reef-Long Term Ecological Research (MCR-LTER) dataset packaged for Computer Vision research. It contains over 400.000 human expert annotations on 2055 coral reef survey images from the island of Moorea in French Polynesia. Each image ...


Extended Yale Face Database B (B+)

The extended Yale Face Database B contains 16128 images of 28 human subjects under 9 poses and 64 illumination conditions. The data format of this database is the same as the Yale Face Database B.


Yale Face Database

The Yale Face Database (size 6.4MB) contains 165 grayscale images in GIF format of 15 individuals. There are 11 images per subject, one per different facial expression or configuration: center-light, w/glasses, happy, left-light, w/no glasses, normal, right-light, sad, sleepy, surprised, and wink.


Street View Text

The Street View Text (SVT) contains 349 images harvested from Google Street View. Image text in this data exhibits high variability and often has low resolution. In dealing with outdoor street level imagery, we note two characteristics. (1) Image text often comes from business signage and (2) busine...


Wet and Wrinkled Fingerprint Recognition

When fingers wrinkle in water, they become harder to recognize as similar to a dry finger, based on fingerprint scans. Vision lab has taken this problem forward by introducing the WWF(Wet and Wrinkled Finger) dataset and baseline performances on a NBIS matcher and a commercial algorithm. We have...


Volumetric Surface Texture Database

Natural materials often exhibit complex reflectance and intricate geometry posing a real challenge in surface modeling. We have created the Volumetric Surface Texture Database to facilitate the study of these challenges. It contains a number of textures observed for varying view and illumination dir...


Coral Colony Segmentation And Area Measurement Tools

Size and growth of individual coral colonies underlies community population dynamics on the reef. However, non-invasively measuring three-dimensional surface areas of in-situ colonies is currently not practical. Two-dimensional planar area measurements from photographic projection can be a practical...


Honda UCSD Video Database

The goal of the Honda/UCSD Video Database is to provide a standard video database for evaluting face tracking/recognition algorithms. Each video sequence is recorded in an indoor environment at 15 frames per second, and each lasted for at least 15 seconds. The resolution of each video sequence is 64...


Urban Tribes

Image sharing via social networks has produced exciting opportunities for the computer vision community in areas including face, text, product and scene recognition. In this work we turn our attention to group photos of people at different social events. People can guess plenty of implicit informati...


Pacific Labeled Corals

Pacific Labeled Corals is an aggregate dataset containing 5090 coral reef survey images from four Pacific monitoring projects in Moorea (French Polynesia), the northern Line Islands, Nanwan Bay (Taiwan) and Heron Reef (Australia). Pacific Labeled Corals contain a total of 251,988 expert annotations ...


YouTube Video Text

YouTube Video Text (YVT) contains 30 videos. Each video has 15-second length, 30 frames per second, HD 720p quality and was collected from YouTube. The text content in the dataset can be divided into two categories, overlay text (e.g., captions, songs title, logos) and scene text (e.g. street sign...


UCSD Campus Images Dataset

Over 1400 images from the UCSD Campus containing 53 locations provided as a training set with 1204 images, a testing set with 272 images, and 66 images captured with Google Glass. All images are GPS tagged, except for the Google Glass images. All locations are provided with point coordinates.


Menu-Match Dataset

The Menu-Match dataset include images of meals from three restaurants: an Asian restaurant offers a buffet-style setup where customers select 1-3 toppings that are served with a fixed serving size on top of brown or white rice; an Italian restaurant offers a variety of pizzas, lasagnas, and pastas, ...