CoralSeg: Learning coral segmentation from sparse annotations

A survey on deep learning techniques for image and video semantic segmentation

(2018) Alberto Garcia-Garcia et al.   APPLIED SOFT COMPUTING

Superpixels: An evaluation of the state-of-the-art

(2018) David Stutz et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Algorithms for semantic segmentation of multispectral remote sensing imagery using deep learning

(2018) Ronald Kemker et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Ocean science research is key for a sustainable future

(2018) Martin Visbeck   Nature Communications

Global warming transforms coral reef assemblages

(2018) Terry P. Hughes et al.   NATURE

Change Detection in Coral Reef Environment Using High-Resolution Images: Comparison of Object-Based and Pixel-Based Paradigms

(2018) Zhenjin Zhou et al.   ISPRS International Journal of Geo-Information

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Coral reef image classification employing Improved LDP for feature extraction

(2017) N. Ani Brown Mary et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Coral reefs in the Anthropocene

(2017) Terry P. Hughes et al.   NATURE

Comparison of two photographic methodologies for collecting and analyzing the condition of coral reef ecosystems

(2017) D. E. P. Bryant et al.   Ecosphere

Coral Reefs Under Climate Change and Ocean Acidification: Challenges and Opportunities for Management and Policy

(2016) Kenneth R.N. Anthony   Annual Review of Environment and Resources

Robotic Coral Reef Health Assessment Using Automated Image Analysis

(2016) Travis Manderson et al.   Journal of Field Robotics

Beyond pixels: A comprehensive survey from bottom-up to semantic image segmentation and cosegmentation

(2016) Hongyuan Zhu et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Wildlife recognition in nature documentaries with weak supervision from subtitles and external data

(2016) Aparna Nurani Venkitasubramanian et al.   PATTERN RECOGNITION LETTERS

Current and future trends in marine image annotation software

(2016) Jose Nuno Gomes-Pereira et al.   PROGRESS IN OCEANOGRAPHY

Improving Automated Annotation of Benthic Survey Images Using Wide-band Fluorescence

(2016) Oscar Beijbom et al.   Scientific Reports

Precision wildlife monitoring using unmanned aerial vehicles

(2016) Jarrod C. Hodgson et al.   Scientific Reports

Dawn of Drone Ecology: Low-Cost Autonomous Aerial Vehicles for Conservation

(2016) Lian Pin Koh et al.   Tropical Conservation Science

Evaluating the economic damage of climate change on global coral reefs

(2015) Ping-Yu Chen et al.   GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS

Deep learning

(2015) Yann LeCun et al.   NATURE

Spectral Diversity and Regulation of Coral Fluorescence in a Mesophotic Reef Habitat in the Red Sea

(2015) Gal Eyal et al.   PLoS One

The Catlin Seaview Survey - kilometre-scale seascape assessment, and monitoring of coral reef ecosystems

(2014) Manuel González-Rivero et al.   AQUATIC CONSERVATION-MARINE AND FRESHWATER ECOSYSTEMS

Image-Based Coral Reef Classification and Thematic Mapping

(2013) A.S.M. Shihavuddin et al.   Remote Sensing

SLIC Superpixels Compared to State-of-the-Art Superpixel Methods

(2012) R. Achanta et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Multi-view Superpixel Stereo in Urban Environments

(2010) Branislav Mičušík et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Acclimation and adaptation of scleractinian coral communities along environmental gradients within an Indonesian reef system

(2010) Sebastian J. Hennige et al.   JOURNAL OF EXPERIMENTAL MARINE BIOLOGY AND ECOLOGY

The Pascal Visual Object Classes (VOC) Challenge

(2009) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Morphological plasticity in scleractinian corals

(2008) Peter A. Todd   BIOLOGICAL REVIEWS

Semantic object classes in video: A high-definition ground truth database

(2008) Gabriel J. Brostow et al.   PATTERN RECOGNITION LETTERS