Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrained Devices

End-to-end video text detection with online tracking

(2021) Hongyuan Yu et al.   PATTERN RECOGNITION

LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation

(2021) Jinghua Zhang et al.   PATTERN RECOGNITION

An Ensemble of Convolutional Neural Networks for Audio Classification

(2021) Loris Nanni et al.   Applied Sciences-Basel

AutoPruner: An End-to-End Trainable Filter Pruning Method for Efficient Deep Model Inference

(2020) Jian-Hao Luo et al.   PATTERN RECOGNITION

AcoustiCloud: A cloud-based system for managing large-scale bioacoustics processing

(2020) Alexander Brown et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Automated species identification of frog choruses in environmental recordings using acoustic indices

(2020) Sheryn Brodie et al.   ECOLOGICAL INDICATORS

EF-Net: A novel enhancement and fusion network for RGB-D saliency detection

(2020) Qian Chen et al.   PATTERN RECOGNITION

Dynamic wildlife occupancy models using automated acoustic monitoring data

(2019) Cathleen Balantic et al.   ECOLOGICAL APPLICATIONS

AI empowers conservation biology

(2019) Roberta Kwok   NATURE

Deep Learning for Audio Signal Processing

(2019) Hendrik Purwins et al.   IEEE Journal of Selected Topics in Signal Processing

Automatic acoustic identification of individuals in multiple species: improving identification across recording conditions

(2019) Dan Stowell et al.   Journal of the Royal Society Interface

ARA: accurate, reliable and active histopathological image classification framework with Bayesian deep learning

(2019) Łukasz Rączkowski et al.   Scientific Reports

ThiNet: Pruning CNN Filters for a Thinner Net

(2018) Jian-Hao Luo et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A neural network constructed by deep learning technique and its application to intelligent fault diagnosis of machines

(2018) Feng Jia et al.   NEUROCOMPUTING

An Ensemble Stacked Convolutional Neural Network Model for Environmental Event Sound Recognition

(2018) Shaobo Li et al.   Applied Sciences-Basel

LightweightNet: Toward fast and lightweight convolutional neural networks via architecture distillation

(2018) Ting-Bing Xu et al.   PATTERN RECOGNITION

CNN-RNN: a large-scale hierarchical image classification framework

(2017) Yanming Guo et al.   MULTIMEDIA TOOLS AND APPLICATIONS

An overview of applications and advancements in automatic sound recognition

(2016) Roneel V. Sharan et al.   NEUROCOMPUTING