Coral reef image classification employing improved LDP for feature extraction

NAB Mary, D Dharma - Journal of Visual Communication and Image …, 2017 - Elsevier
This paper presents a scheme for feature extraction that can be applied for classification of
corals in submarine coral reef images. In coral reef image classification, texture features are …

Automated annotation of coral reef survey images

O Beijbom, PJ Edmunds, DI Kline… - … IEEE conference on …, 2012 - ieeexplore.ieee.org
With the proliferation of digital cameras and automatic acquisition systems, scientists can
acquire vast numbers of images for quantitative analysis. However, much image analysis is …

Image-based coral reef classification and thematic mapping

ASM Shihavuddin, N Gracias, R Garcia, ACR Gleason… - Remote Sensing, 2013 - mdpi.com
This paper presents a novel image classification scheme for benthic coral reef images that
can be applied to both single image and composite mosaic datasets. The proposed method …

Deep learning for marine species recognition

L Xu, M Bennamoun, S An, F Sohel… - Handbook of deep …, 2019 - Springer
Research on marine species recognition is an important part of the actions for the protection
of the ocean environment. It is also an under-exploited application area in the computer …

A novel feature descriptor based coral image classification using extreme learning machine with ameliorated chimp optimization algorithm

A Ganesan, SM Santhanam - Ecological Informatics, 2022 - Elsevier
Coral reefs are one of the most biodiverse and productive ecosystems on earth, which acts
as a habitat and provides food to a wide range of organisms. The coral reefs protect the …

Sparse coral classification using deep convolutional neural networks

M Elawady - arXiv preprint arXiv:1511.09067, 2015 - arxiv.org
Autonomous repair of deep-sea coral reefs is a recent proposed idea to support the oceans
ecosystem in which is vital for commercial fishing, tourism and other species. This idea can …

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

D Dharma - Multimedia Tools and Applications, 2018 - Springer
Coral reef image classification with the help of its texture features is a challenging task, due
to its variation in class samples. This is achieved with the proposed feature descriptor …

Statistical Modeling based Directional Pattern Design (SMDPD) feature extraction for coral reef classification

MA Paul, PAJ Rani - Environmental Monitoring and Assessment, 2021 - Springer
Coral reefs are a precious ecosystem that supports majority of marine life. The identification
of coral species is essential in the conservation and monitoring process. Distinguishing the …

[HTML][HTML] Surveying the deep: A review of computer vision in the benthos

C Trotter, HJ Griffiths, RJ Whittle - Ecological Informatics, 2025 - Elsevier
The analysis of image data for benthic biodiversity monitoring is now commonplace within
the domain of marine ecology. Whilst advances in imaging technologies have allowed for …

Classification of coral reef submarine images and videos using a novel Z with tilted Z local binary pattern (Z⊕ TZLBP)

N Ani Brown Mary, D Dejey - Wireless Personal Communications, 2018 - Springer
In this paper, a novel feature descriptor named Z with Tilted Z Local Binary Pattern (Z⊕
TZLBP) is proposed for extracting coral reef image features efficiently. The aim is to reduce …