Multi-species Fish Identification using Hybrid DeepCNN with Refined Squeeze and Excitation Architecture

Multi-species Fish Identification using Hybrid DeepCNN with Refined Squeeze and Excitation Architecture

Fish play a prominent role in the food web and fish farming has value for both human consumption and tourist attractions. Due to the increasing importance of marine biodiversity, recognition of fish species has become a prominent task in monitoring the mislabelling of seafood and extinct species. Th...

Full description

Bibliographic Details
Main Authors:	Nivetha P, Jansi Rani Sella Veluswami
Format:	Article
Language:	English
Published:	Istanbul University Press 2022-10-01
Series:	Aquatic Sciences and Engineering
Subjects:	deep learning convolutional neural network squeeze and excitation fish species fish4knowledge dataset
Online Access:	https://dergipark.org.tr/tr/download/article-file/2601117

Similar Items

Fish counting through underwater fish detection using deep learning techniques
by: Sundari VEERAPPAN, et al.
Published: (2023-12-01)

Semi-Supervised Node Classification With Discriminable Squeeze Excitation Graph Convolutional Networks
by: Nan Jia, et al.
Published: (2020-01-01)

Image Steganalysis via Diverse Filters and Squeeze-and-Excitation Convolutional Neural Network
by: Feng Liu, et al.
Published: (2021-01-01)

Efficient Breast Cancer Classification Network with Dual Squeeze and Excitation in Histopathological Images
by: Md. Mostafa Kamal Sarker, et al.
Published: (2022-12-01)

SENext: Squeeze-and-ExcitationNext for Single Image Super-Resolution
by: Wazir Muhammad, et al.
Published: (2023-01-01)

A Mental Workload Classification Method Based on GCN Modified by Squeeze-and-Excitation Residual
by: Zheng Zhang, et al.
Published: (2023-02-01)

An n-Sigmoid Activation Function to Improve the Squeeze-and-Excitation for 2D and 3D Deep Networks
by: Desire Burume Mulindwa, et al.
Published: (2023-02-01)

Spatial–Spectral Squeeze-and-Excitation Residual Network for Hyperspectral Image Classification
by: Li Wang, et al.
Published: (2019-04-01)

A Video Sequence Face Expression Recognition Method Based on Squeeze-and-Excitation and 3DPCA Network
by: Chang Li, et al.
Published: (2023-01-01)

Cross Attention Squeeze Excitation Network (CASE-Net) for Whole Body Fetal MRI Segmentation
by: Justin Lo, et al.
Published: (2021-06-01)

Acoustic Scene Classification With Squeeze-Excitation Residual Networks
by: Javier Naranjo-Alcazar, et al.
Published: (2020-01-01)

Feature Recalibration in Deep Learning via Depthwise Squeeze and Refinement Operations
by: Xingpeng Zhang, et al.
Published: (2020-01-01)

Data-Driven Channel Pruning towards Local Binary Convolution Inverse Bottleneck Network Based on Squeeze-and-Excitation Optimization Weights
by: Duo Feng, et al.
Published: (2021-06-01)

LRSE-Net: Lightweight Residual Squeeze-and-Excitation Network for Stenosis Detection in X-ray Coronary Angiography
by: Emmanuel Ovalle-Magallanes, et al.
Published: (2022-11-01)

DSResSol: A Sequence-Based Solubility Predictor Created with Dilated Squeeze Excitation Residual Networks
by: Mohammad Madani, et al.
Published: (2021-12-01)

Focus prediction of medical microscopic images based on Lightweight Densely Connected with Squeeze-and-Excitation Network
by: Hesong Jiang, et al.
Published: (2023-06-01)

A Novel Multi-Feature Fusion Method for Classification of Gastrointestinal Diseases Using Endoscopy Images
by: Karthik Ramamurthy, et al.
Published: (2022-09-01)

A Lightweight Deep Learning Model for Automatic Modulation Classification Using Residual Learning and Squeeze–Excitation Blocks
by: Malik Zohaib Nisar, et al.
Published: (2023-04-01)

SalmonScan: A novel image dataset for machine learning and deep learning analysis in fish disease detection in aquaculture
by: Md Shoaib Ahmed, et al.
Published: (2024-06-01)

Merging-Squeeze-Excitation Feature Fusion for Human Activity Recognition Using Wearable Sensors
by: Seksan Laitrakun
Published: (2023-02-01)

DSSESKN: A depthwise separable squeeze-and-excitation selective kernel network for art image classification
by: Shaojie Zhang
Published: (2021-11-01)

Fish Species Detection Application (FiSDA) in Leyte Gulf Using Convolutional Neural Network
by: Gil Gabornes Dialogo, et al.
Published: (2021-08-01)

S3D: Squeeze and Excitation 3D Convolutional Neural Networks for a Fall Detection System
by: Seung Baek Hong, et al.
Published: (2022-01-01)

MS-HNN: Multi-Scale Hierarchical Neural Network With Squeeze and Excitation Block for Neonatal Sleep Staging Using a Single-Channel EEG
by: Hangyu Zhu, et al.
Published: (2023-01-01)

Fish Tracking and Continual Behavioral Pattern Clustering Using Novel Sillago Sihama Vid (SSVid)
by: S. Shreesha, et al.
Published: (2023-01-01)

DDGANSE: Dual-Discriminator GAN with a Squeeze-and-Excitation Module for Infrared and Visible Image Fusion
by: Jingjing Wang, et al.
Published: (2022-03-01)

Deep Dual-Resolution Road Scene Segmentation Networks Based on Decoupled Dynamic Filter and Squeeze–Excitation Module
by: Hongyin Ni, et al.
Published: (2023-08-01)

NorFisk: fish image dataset from Norwegian fish farms for species recognition using deep neural networks
by: Alberto Maximiliano Crescitelli, et al.
Published: (2021-01-01)

Strong spin squeezing induced by weak squeezing of light inside a cavity
by: Qin Wei, et al.
Published: (2020-10-01)

A squeeze and excitation ResNeXt-based deep learning model for Bangla handwritten compound character recognition
by: Mohammad Meraj Khan, et al.
Published: (2022-06-01)

DeepCNN: A Dual Approach to Fault Localization and Repair in Convolutional Neural Networks
by: Mohammad Wardat, et al.
Published: (2024-01-01)

COMPOSITION OF VALUABLE FISH, INVASIVE SPECIES AND DANGEROUS FISH FOR HUMAN IN GIANH RIVER BASIN
by: Ho Anh TUAN
Published: (2018-03-01)

Multilevel Traffic State Detection in Traffic Surveillance System Using a Deep Residual Squeeze-and-Excitation Network and an Improved Triplet Loss
by: Feng Tang, et al.
Published: (2020-01-01)

CephXNet: A Deep Convolutional Squeeze-and-Excitation Model for Landmark Prediction on Lateral Cephalograms
by: R. Neeraja, et al.
Published: (2023-01-01)

Fishing Net Health State Estimation Using Underwater Imaging
by: Wenliang Qiu, et al.
Published: (2020-09-01)

Computer aided detection of leaf disease in agriculture using convolution neural network based squeeze and excitation network
by: R. Santhana Krishnan, et al.
Published: (2023-10-01)

Combining Multi-Perspective Attention Mechanism With Convolutional Networks for Monaural Speech Enhancement
by: Tian Lan, et al.
Published: (2020-01-01)

SSD-TSEFFM: New SSD Using Trident Feature and Squeeze and Extraction Feature Fusion
by: Young-Joon Hwang, et al.
Published: (2020-06-01)

Extreme spin squeezing for photons
by: Morgan W Mitchell, et al.
Published: (2014-01-01)

Electric Consumption Forecast for Ships Using Multivariate Bayesian Optimization-SE-CNN-LSTM
by: Ji-Yoon Kim, et al.
Published: (2023-01-01)