Towards image-based marine habitat classification

No abstract is available for this paper.

• Publication year

  2008

• Venue

  Oceans

• Publication date

  2008-12-01

• Fields of study

  Computer Science, Engineering, Environmental Science

• Identifiers
  DOI 10.1109/OCEANS.2008.5152075
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Techniques for Deep Sea Near Bottom Survey Using an Autonomous Underwater Vehicle

  2007cited by this paper
• Automated classification of underwater multispectral imagery for coral reef monitoring

  2007cited by this paper
• Effective Benthic Surveying with Autonomous Underwater Vehicles

  2007cited by this paper
• Object retrieval with large vocabularies and fast spatial matching

  2007cited by this paper
• Scalable Recognition with a Vocabulary Tree

  2006cited by this paper
• Segmentation and Classification of Coral for Oceanographic Surveys: A Semi-Supervised Machine Learning Approach

  2006cited by this paper
• A Mathematical Theory of Communication

  2006cited by this paper
• Video Google: a text retrieval approach to object matching in videos

  2003cited by this paper
• Saliency, Scale and Image Description

  2001cited by this paper
• Object recognition from local scale-invariant features

  1999influential reference
• Comprehensive Colour Image Normalization

  1998cited by this paper
• Multichannel techniques in color image enhancement and modeling

  1996cited by this paper
• On representation and matching of multi-coloured objects

  1995cited by this paper
• Heuristic analysis of von Kries color constancy.

  1986cited by this paper
• Texture discrimination by Gabor functions

  1986cited by this paper
• Color information for region segmentation

  1980cited by this paper

• Detection and Classification of Corals from Under-Sea Images using Deep Learning

  2025cites this paper
• Cross-Domain Coral Image Classification Using Dual-Stream Hierarchical Neural Networks

  2024cites this paper
• Towards sensor agnostic artificial intelligence for underwater imagery

  2023cites this paper
• Implementation of an automated workflow for image-based seafloor classification with examples from manganese-nodule covered seabed areas in the Central Pacific Ocean

  2022cites this paper
• The Impact of Image Enhancement and Transfer Learning Techniques on Marine Habitat Mapping

  2022cites this paper
• Development of a multi-excitation fluorescence (MEF) imaging method to improve the information content of benthic coral reef surveys

  2021cites this paper
• Machine Learning for the Fast and Accurate Assessment of Fitness in Coral Early Life History

  2021cites this paper
• Statistical Modeling based Directional Pattern Design (SMDPD) feature extraction for coral reef classification

  2021cites this paper
• Expanding NEON biodiversity surveys with new instrumentation and machine learning approaches

  2021cites this paper
• Habitat mapping using deep neural networks

  2020cites this paper
• Learning features from georeferenced seafloor imagery with location guided autoencoders

  2020cites this paper
• Deep Features Based Coral Reef Classifications Using Machine Learning

  2020cites this paper
• Gradient Based Aura Feature Extraction for Coral Reef Classification

  2020cites this paper
• Neural Network Recognition of Marine Benthos and Corals

  2020cites this paper
• ResFeats: Residual network based features for underwater image classification

  2020cites this paper
• Field Manuals for Marine Sampling in Australian Waters, Version 2.

  2020cites this paper
• Automatic Hierarchical Classification of Kelps Using Deep Residual Features

  2019cites this paper
• Deep Image Representations for Coral Image Classification

  2019cites this paper
• Imaging and Classification Techniques for Seagrass Mapping and Monitoring: A Comprehensive Survey

  2019cites this paper
• Hierarchical Classification of Kelps utilizing Deep Residual Features

  2019cites this paper
• International Journal of Innovative Technology and Exploring Engineering (IJITEE)

  2019cites this paper
• Faster R-CNN Based Deep Learning for Seagrass Detection from Underwater Digital Images

  2019cites this paper
• Autonomous 3D Semantic Mapping of Coral Reefs

  2019cites this paper
• A structural based feature extraction for detecting the relation of hidden substructures in coral reef images

  2019cites this paper
• Coral species identification with texture or structure images using a two-level classifier based on Convolutional Neural Networks

  2019cites this paper
• Deep Learning for Marine Species Recognition

  2019cites this paper
• Assessment of Machine Learning Algorithms for Automatic Benthic Cover Monitoring and Mapping Using Towed Underwater Video Camera and High-Resolution Satellite Images

  2018cites this paper
• Towards Highly Accurate Coral Texture Images Classification Using Deep Convolutional Neural Networks and Data Augmentation

  2018cites this paper
• Coregistered Hyperspectral and Stereo Image Seafloor Mapping from an Autonomous Underwater Vehicle

  2018cites this paper
• Coral reef image/video classification employing novel octa-angled pattern for triangular sub region and pulse coupled convolutional neural network (PCCNN)

  2018influential citation
• Classification of Corals in Reflectance and Fluorescence Images Using Convolutional Neural Network Representations

  2018cites this paper
• A novel framework for real-time diseased coral reef image classification

  2018cites this paper
• MARINE SAMPLING FIELD MANUAL FOR AUVS ( AUTONOMOUS UNDERWATER VEHICLES )

  2018cites this paper
• Redes neuronales convolucionales para una clasificación precisa de imágenes de corales

  2018cites this paper
• Coral reef image classification employing Improved LDP for feature extraction

  2017cites this paper
• Explorer Coral classification with hybrid feature representations

  2017cites this paper
• Classification of Coral Reef Submarine Images and Videos Using a Novel Z with Tilted Z Local Binary Pattern (Z⊕TZLBP)

  2017influential citation
• Deep Learning for Coral Classification

  2017cites this paper
• Application Challenges from a Bird's‐Eye View

  2017cites this paper
• A novel advanced local binary pattern for image-based coral reef classification

  2017cites this paper
• Explorer Automatic annotation of coral reefs using deep learning

  2017cites this paper
• Automatic annotation of coral reefs using deep learning

  2016cites this paper
• PERSPECTIVES IN VISUAL IMAGING FOR MARINE BIOLOGY AND ECOLOGY: FROM ACQUISITION TO UNDERSTANDING

  2016cites this paper
• Coral classification with hybrid feature representations

  2016cites this paper
• Scaling up Ecological Measurements of Coral Reefs Using Semi-Automated Field Image Collection and Analysis

  2016cites this paper
• Reflections on a decade of autonomous underwater vehicles operations for marine survey at the Australian Centre for Field Robotics

  2016cites this paper
• Learning deep-sea substrate types with visual topic models

  2016cites this paper
• Robotic detection and tracking of Crown-of-Thorns starfish

  2015cites this paper
• Improved supervised classification of underwater military munitions using height features derived from optical imagery

  2015cites this paper
• Sparse Coral Classification Using Deep Convolutional Neural Networks

  2015cites this paper
• Achieving Turbidity Robustness on Underwater Images Local Feature Detection

  2015cites this paper
• Survey and Intervention HROV

  2015cites this paper
• Hyperspectral benthic mapping from underwater robotic platforms

  2014cites this paper
• Automated classification and thematic mapping of bacterial mats in the North Sea

  2013cites this paper
• Image-Based Coral Reef Classification and Thematic Mapping

  2013cites this paper
• Automated interpretation of benthic stereo imagery

  2013influential citation
• Instruments and Methods for Acoustic and Visual Survey of Manganese Crusts

  2013cites this paper
• Progressively communicating rich telemetry from autonomous underwater vehicles via relays

  2012cites this paper
• Real-time multimedia monitoring in large-scale wireless multimedia sensor networks: Research challenges

  2012cites this paper
• Toward adaptive benthic habitat mapping using gaussian process classification

  2010cites this paper
• Autonomous underwater vehicle–assisted surveying of drowned reefs on the shelf edge of the Great Barrier Reef, Australia

  2010cites this paper
• Topic-based habitat classification using visual data

  2009cites this paper
• 4. Marine Sampling Field Manual for AUVs (Autonomous Underwater Vehicles)

  year unknowncites this paper
• EasyChair Preprint No 1493 Autonomous 3 D Semantic Mapping of Coral Reefs

  year unknowncites this paper