An Automated Light Trap to Monitor Moths (Lepidoptera) Using Computer Vision-Based Tracking and Deep Learning

Deep learning and computer vision will transform entomology

(2021) Toke T. Høye et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

International scientists formulate a roadmap for insect conservation and recovery

(2020) Jeffrey A. Harvey et al.   Nature Ecology & Evolution

Deep learning for automated detection of Drosophila suzukii : potential for UAV ‐based monitoring

(2020) Peter PJ Roosjen et al.   PEST MANAGEMENT SCIENCE

A computer vision system to monitor the infestation level of Varroa destructor in a honeybee colony

(2019) Kim Bjerge et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Moth biomass increases and decreases over 50 years in Britain

(2019) Callum J. Macgregor et al.   Nature Ecology & Evolution

A Vision-Based Counting and Recognition System for Flying Insects in Intelligent Agriculture

(2018) Yuanhong Zhong et al.   SENSORS

A “Smart” Trap Device for Detection of Crawling Insects and Other Arthropods in Urban Environments

(2018) Panagiotis Eliopoulos et al.   Electronics

Insect Detection and Classification Based on an Improved Convolutional Neural Network

(2018) Denan Xia et al.   SENSORS

Deep residual learning for image steganalysis

(2017) Songtao Wu et al.   MULTIMEDIA TOOLS AND APPLICATIONS

A survey of deep neural network architectures and their applications

(2017) Weibo Liu et al.   NEUROCOMPUTING

More than 75 percent decline over 27 years in total flying insect biomass in protected areas

(2017) Caspar A. Hallmann et al.   PLoS One

Automatic moth detection from trap images for pest management

(2016) Weiguang Ding et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Resource specialists lead local insect community turnover associated with temperature - analysis of an 18-year full-seasonal record of moths and beetles

(2015) Philip Francis Thomsen et al.   JOURNAL OF ANIMAL ECOLOGY

Surveying Moths Using Light Traps: Effects of Weather and Time of Year

(2014) Dennis Jonason et al.   PLoS One

Forest insects and climate change: long-term trends in herbivore damage

(2013) Maartje J. Klapwijk et al.   Ecology and Evolution

Diamondback Moth Ecology and Management: Problems, Progress, and Prospects

(2012) Michael J. Furlong et al.   Annual Review of Entomology

The state of the Dutch larger moth fauna

(2010) D. Groenendijk et al.   JOURNAL OF INSECT CONSERVATION