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A Deep Learning Approach to Recognizing Bees in Video Analysis of Bee Traffic
Başlık:
A Deep Learning Approach to Recognizing Bees in Video Analysis of Bee Traffic
Yazar:
Tiwari, Astha, author.
ISBN:
9780355929676
Yazar Ek Girişi:
Fiziksel Tanımlama:
1 electronic resource (47 pages)
Genel Not:
Source: Masters Abstracts International, Volume: 57-06M(E).
Advisors: Vladimir Kulyukin Committee members: Nicholas Flann; Xiaojun Qi.
Özet:
Colony Collapse Disorder (CCD) has been a major threat to bee colonies around the world which affects vital human food crop pollination. The decline in bee population can have tragic consequences, for humans as well as the bees and the ecosystem. Bee health has been a cause of urgent concern for farmers and scientists around the world for at least a decade but a specific cause for the phenomenon has yet to be conclusively identified. This work uses Artificial Intelligence and Computer Vision approaches to develop and analyze techniques to help in continuous monitoring of bee traffic which will further help in monitoring forager traffic. Bee traffic is the number of bees moving in a given area in front of the hive over a given period of time. And, forager traffic is the number of bees entering and/or exiting the hive over a given period of time. Forager traffic is an important variable to monitor food availability, food demand, colony age structure, impact of pesticides, etc. on bee hives. This will lead to improved remote monitoring and general hive status and improved real time detection of the impact of pests, diseases, pesticide exposure and other hive management problems.
Notlar:
School code: 0241
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Yer Numarası | Demirbaş Numarası | Shelf Location | Lokasyon / Statüsü / İade Tarihi |
---|---|---|---|
XX(693187.1) | 693187-1001 | Proquest E-Tez Koleksiyonu | Arıyor... |
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