Code & Datasets

Coral & Fluorescence

Data from: IMPROVING AUTOMATED ANNOTATION OF BENTHIC SURVEY IMAGES USING WIDE-BAND FLUORESENCE 

This data package contains all images and point annotations used in the present publication.

CoralB.png
CoralA.png
photomosaic.PNG

Data from: BENTHOS DATASET; SEGMENTED PHOTOMOSAICS FROM THREE OCEANIC ENVIRONMENTS

This dataset contains fully labeled photomosaics from 3 oceanic environments with over 4500 segmented objects. This folder also contains a Matlab script for extracting community statistics from labeled photomosaics.

Dehazing

NON-LOCAL IMAGE DEHAZING

Code and dataset.

cityscape_half.jpg

Underwater Image Reconstruction

T_S04859.jpg
depthT_S04859.jpg
T_S04887.jpg
depthT_S04887.jpg

SEA-THRU DATASET

Dataset includes 5 subsets with RAW images and corresponding depth maps. 

katzaa_LFT_4019.jpg
katzaa_LFT_4024.jpg
katzaa_LFT_4034.jpg
katzaa_LFT_4031.jpg

SQUID: STEREO QUANTITATIVE UNDERWATER IMAGE DATASET

The database contains 57 stereo pairs from four different sites in Israel, two in the Red Sea (representing tropical water) and two in the Mediterranean Sea (temperate water). The dataset includes RAW images, TIF files, camera clibration files, and distance maps.

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SQUID: SOURCE CODE UNDERWATER COLOR RESTORATION

This is a revised implementation of the color restoration method described in: Diving into Haze-Lines: Color Restoration of Underwater Images. Berman, D. and Treibitz T. and Avidan S., BMVC2017

Scene-specific Color Calibration

colorcorrection.jpg

CONSISTENT IMAGING WITH CONSUMER CAMERAS

These set of scripts accompany the paper:

This code is for the use of commercial-off-the-shelf (COTS) digital cameras for scientific data acquisition and scene-specific color calibration

by Akkaynak et al.