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Exploiting Web Images for Moth Species Classification

Julia Böhlke, Dimitri Korsch, Paul Bodesheim, Joachim Denzler
2021
A non-invasive tool would involve the automatic classification of images of moths, a fine-grained recognition problem.  ...  An automated moth population monitoring tool is needed to support conservationists in making informed decisions for counteracting this trend.  ...  been funded by the German Federal Ministry of Education and Research (Bundesministerium für Bildung und Forschung, BMBF, Deutschland) via the project "Development of an Automated Multisensor Station for  ... 
doi:10.18420/informatik2021-038 fatcat:v34yhptmdvgybjqcfkkgikts44

A compression-based distance measure for texture

Bilson J. L. Campana, Eamonn J. Keogh
2010 Statistical analysis and data mining  
Towards this, we introduce the Campana-Keogh (CK) video compression based method for texture measures.  ...  These Kolmogorov based methods have been shown to be very useful in intrinsically discrete domains such as DNA, protein sequences, MIDI music and natural languages; however, they are not well defined for  ...  We would like to thank the many donors of data, especially of Anna Watson and Michael Mayo (moths), Melissa Yoder and Paul De Ley (nematodes), Kimberly Russell (spiders), and Marzuki Khalid (CAIRO Wood  ... 
doi:10.1002/sam.10093 fatcat:baztie6c6bcrvk6i2irnrcihry

A Compression Based Distance Measure for Texture [chapter]

Bilson J. L. Campana, Eamonn J. Keogh
2010 Proceedings of the 2010 SIAM International Conference on Data Mining  
Towards this, we introduce the Campana-Keogh (CK) video compression based method for texture measures.  ...  These Kolmogorov based methods have been shown to be very useful in intrinsically discrete domains such as DNA, protein sequences, MIDI music and natural languages; however, they are not well defined for  ...  We would like to thank the many donors of data, especially of Anna Watson and Michael Mayo (moths), Melissa Yoder and Paul De Ley (nematodes), Kimberly Russell (spiders), and Marzuki Khalid (CAIRO Wood  ... 
doi:10.1137/1.9781611972801.74 dblp:conf/sdm/CampanaK10 fatcat:srbjpu6werdgxm6njydowgba34

How spiders practice aggressive and Batesian mimicry

Ximena J. Nelson, Robert R. Jackson
2012 Current Zoology  
We review examples from the literature on spiders to illustrate how these phenomena, traditionally thought of as distinct, can become entangled in a web of lies [Current Zoology 58 (4): 620-629, 2012].  ...  Acknowledgements We are grateful to Roy Snelling for helping us identify ants and to Bert Barrion and G.B. Edwards for helping us identify spiders.  ...  We thank Sara Ceccarelli for providing a photo of Myrmarachne smaragdina. We also gratefully acknowledge support of grants from the National Geographic Society and the Royal Society of New Zealand.  ... 
doi:10.1093/czoolo/58.4.620 fatcat:d4mxynwpdvfdplaj2wtwp4admy

Insect pest monitoring with camera-equipped traps: strengths and limitations

Michele Preti, François Verheggen, Sergio Angeli
2020 Journal of Pest Science  
The use of software and image recognition algorithms can support automatic trap usage to identify and/or count insect species from pictures.  ...  Considering the high image resolution achievable and the opportunity to exploit data transfer systems through wireless technology, it is possible to have remote control of insect captures, limiting field  ...  In addition to image-based classification, other systems are available to automatically detect and monitor insect pests, such as infrared sensors and acoustic sensors, which have been exploited for several  ... 
doi:10.1007/s10340-020-01309-4 fatcat:4fb63fb3cbgj3itrwnxy44beeq

Body size affects the evolution of hidden colour signals in moths

Changku Kang, Reza Zahiri, Thomas N. Sherratt
2017 Proceedings of the Royal Society of London. Biological Sciences  
To understand why this relationship occurs, we present a general mathematical model, demonstrating that selection for a secondary defence such as deimatic display will be stronger in large species when  ...  To test the model assumptions, we conducted behavioural experiments using a robotic moth which revealed that survivorship advantages were higher against wild birds when the moth has contrasting hindwings  ...  We thank Rehal M. for the technical assistance in developing a robotic moth.  ... 
doi:10.1098/rspb.2017.1287 pmid:28855366 pmcid:PMC5577493 fatcat:wulkczwxyfho3imxn4kuf7fdie

Trophic specialisation in a predatory group: the case of prey-specialised spiders (Araneae)

Stano Pekár, Søren Toft
2014 Biological Reviews  
For example, web-building species produce a large variety of web types, and cursorial hunters use a variety of capture tactics (Cardoso et al., 2011).  ...  Lepidopterophagous Scoloderus cordatus (Taczanowski) constructs an elongated ladder web, in which the wing scales detach while the moth is rolling down the web, and the moth is retained when the load of  ... 
doi:10.1111/brv.12133 pmid:25099505 fatcat:r3jv3n4xxffzvefs6ty6e53l2e

Review of Metaheuristics Inspired from the Animal Kingdom

Elena Niculina Dragoi, Vlad Dafinescu
2021 Mathematics  
The search for powerful optimizers has led to the development of a multitude of metaheuristic algorithms inspired from all areas.  ...  The review is organized considering the biological classification of living things, with a breakdown of the simulated behavior mechanisms.  ...  Acknowledgments: The authors want to thank Florin Leon for his valuable insights and suggestions regarding the use of animal inspired metaheuristics.  ... 
doi:10.3390/math9182335 fatcat:lu4w7xjignedjazicqibu6ks2q

Machine vision detection of pests, diseases, and weeds: A review

Chiranjeevi Muppala, Velmathi Guruviah
2020 Journal of Phytology  
Machine vision is a potential technique for surveillance of crop health which can pinpoint the geolocation of crop stress in the field.  ...  An array of 200 LED's used for light focus on the surface plate for uniform light reflections of the worm. 100 armyworm images and 100 other pest species images collected.  ...  Internet of Things technology [49] must be exploited in agriculture for the real-time automatic pest detection system.  ... 
doi:10.25081/jp.2020.v12.6145 fatcat:lbidocmc6rebdnjadeghwccbk4

Review of Meta-Heuristic Optimization based Artificial Neural Networks and its Applications

D. Devikanniga, K. Vetrivel, N. Badrinath
2019 Journal of Physics, Conference Series  
The review of some of these hybrid artificial neural networks that are applied for benchmark datasets and to specific real-time experiments for classification and prediction are discussed.  ...  The efficiency of classification and prediction is improved by optimizing artificial neural network using the metaheuristic optimization algorithms.  ...  BBO based ANN The BBO algorithm is used to optimize the FFNN with the training parameters and applies for the fruit classification application. 70 For classification, 1653 chromatic fruit images of 18  ... 
doi:10.1088/1742-6596/1362/1/012074 fatcat:wvimk7u265f7hay3si2uypbuni

A comprehensive view of the web-resources related to sericulture

Deepika Singh, Hasnahana Chetia, Debajyoti Kabiraj, Swagata Sharma, Anil Kumar, Pragya Sharma, Manab Deka, Utpal Bora
2016 Database: The Journal of Biological Databases and Curation  
As an outcome of this review, a web portal named SeriPort, has been created which will act as an index for the various sericulture-related databases and web resources available in cyberspace.  ...  These studies have led to the generation of numerous seri-related databases which are extremely helpful for the scientific community.  ...  The data can be searched or browsed through family, genus, species, classification or images and accessible at URL: http://www.nhm.ac.uk/our-science/ data/butmoth/.  ... 
doi:10.1093/database/baw086 pmid:27307138 pmcid:PMC4909305 fatcat:yp3bpksdhbg4tjxl6eybfw7dlu

Annotating Historical Archives of Images

Xiaoyue Wang, Lexiang Ye, Eamonn J. Keogh, Christian R. Shelton
2010 International Journal of Digital Library Systems  
Many of these images will defy automation annotation for the foreseeable future, but a considerable fraction of the images may be amiable to automatic annotation by algorithms that can link the historical  ...  image with a modern contemporary, with its attendant metatags.  ...  retrieved from the web.  ... 
doi:10.4018/jdls.2010040104 fatcat:xjvikgbmrfgblenfcgcq7svv5i

Annotating historical archives of images

Xiaoyue Wang, Lexiang Ye, Eamonn Keogh, Christian Shelton
2008 Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries - JCDL '08  
Many of these images will defy automation annotation for the foreseeable future, but a considerable fraction of the images may be amiable to automatic annotation by algorithms that can link the historical  ...  image with a modern contemporary, with its attendant metatags.  ...  retrieved from the web.  ... 
doi:10.1145/1378889.1378948 dblp:conf/jcdl/WangYKS08 fatcat:yq2je5dhtfdwtcatxozpy6iqoe

Recent Advances in Unmanned Aerial Vehicles Forest Remote Sensing—A Systematic Review. Part II: Research Applications

Riccardo Dainelli, Piero Toscano, Salvatore Filippo Di Gennaro, Alessandro Matese
2021 Forests  
pest and diseases detection, (2) automatic processes for image analysis are poorly flexible or based on proprietary software at the expense of flexible and open-source tools that can foster researcher  ...  UAV (Unmanned Aerial Vehicle) in precision forestry has exponentially increased in recent years, as demonstrated by more than 600 references published from 2018 until mid-2020 that were found in the Web  ...  Hyperspectral cameras, which are exploited for detecting spectral futures of different tree species, can be classified into two major groups.  ... 
doi:10.3390/f12040397 fatcat:6mtlejuku5c3xbx2eq7inpdjse

'Good Heavens what insect can suck it'- Charles Darwin, Angraecum sesquipedale and Xanthopan morganii praedicta

JOSEPH ARDITTI, JOHN ELLIOTT, IAN J. KITCHING, LUTZ T. WASSERTHAL
2012 Botanical journal of the Linnean Society  
For more than a century following Darwin's prediction this was assumed to be the case.  ...  the history of the moth and the subsequent literature.  ...  ACKNOWLEDGEMENTS Dedication by Joseph Arditti: For Richard and Jane Otsubo, good friends and neighbours for more than 30 years.  ... 
doi:10.1111/j.1095-8339.2012.01250.x fatcat:bp6kyx4wzzhlhdecmcw73codcu
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