MANUFACTURING AND TESTING OF WIRELESS SENSOR TO DETECT BEE COLONY ACTIVITY INSIDE THE HIVE USING MACHINE VISION

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ABDANAN MEHDIZADEH SAMAN; SOLTANI KAZEMI MARYAM

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: Iranian Journal of Biosystems Engineering Year:2016 | Volume:47 | Issue:1 Page(s): 21-29

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Information Journal Paper

Title

MANUFACTURING AND TESTING OF WIRELESS SENSOR TO DETECT BEE COLONY ACTIVITY INSIDE THE HIVE USING MACHINE VISION

Author(s)

ABDANAN MEHDIZADEH SAMAN | SOLTANI KAZEMI MARYAM | Issue Writer Certificate

Keywords

HONEY BEESQ3

SENSORQ1

MACHINE VISIONQ2

OPTICAL FLOWQ1

NEIGHBORHOOD GRAY-TONE MATRIX (NGTDM)Q1

Abstract

The aim followed in this research was to construct and equip a hive with the acquisition, communication and analysis systems to send images on-line, wirelessly. This system could be used to evaluate behavior of bee colonies and also work as bait box to eliminate bee pests, when necessary. Throughout the study, two methods, OPTICAL FLOW vs. neighborhood gray-tone difference matrix, were employed to determine hive conditions as well as bee activities. According to the results obtained through OPTICAL FLOW analysis, means and variances could effectively be used to detect the bulk of existing bees inside the hive. Textual analysis is also a useful method to determine the level of uniformity, which, according to this analysis, the parameters of busyness and complexity bear a strong relationship with the bees' density inside the hive. Moreover, to determine the activity of bees among both analysis methods and extracted parameters, the mean parameter of OPTICAL FLOW analysis was more responsive than any other parameter.

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APA: Copy

ABDANAN MEHDIZADEH, SAMAN, & SOLTANI KAZEMI, MARYAM. (2016). MANUFACTURING AND TESTING OF WIRELESS SENSOR TO DETECT BEE COLONY ACTIVITY INSIDE THE HIVE USING MACHINE VISION. IRANIAN JOURNAL OF BIOSYSTEMS ENGINEERING (IRANIAN JOURNAL OF AGRICULTURAL SCIENCES), 47(1), 21-29. SID. https://sid.ir/paper/144221/en

Vancouver: Copy

ABDANAN MEHDIZADEH SAMAN, SOLTANI KAZEMI MARYAM. MANUFACTURING AND TESTING OF WIRELESS SENSOR TO DETECT BEE COLONY ACTIVITY INSIDE THE HIVE USING MACHINE VISION. IRANIAN JOURNAL OF BIOSYSTEMS ENGINEERING (IRANIAN JOURNAL OF AGRICULTURAL SCIENCES)[Internet]. 2016;47(1):21-29. Available from: https://sid.ir/paper/144221/en

IEEE: Copy

SAMAN ABDANAN MEHDIZADEH, and MARYAM SOLTANI KAZEMI, “MANUFACTURING AND TESTING OF WIRELESS SENSOR TO DETECT BEE COLONY ACTIVITY INSIDE THE HIVE USING MACHINE VISION,” IRANIAN JOURNAL OF BIOSYSTEMS ENGINEERING (IRANIAN JOURNAL OF AGRICULTURAL SCIENCES), vol. 47, no. 1, pp. 21–29, 2016, [Online]. Available: https://sid.ir/paper/144221/en

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