Recognition of Apple and Orange Fruit Pictures Based on Boundary Estimation

سال انتشار: 1395
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 502

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شناسه ملی سند علمی:

COMCONF03_221

تاریخ نمایه سازی: 6 اردیبهشت 1396

چکیده مقاله:

Measuring the observable characteristics of living organisms, phenotyping, is the scientific progress in today’s world. A series of characteristics that every consumer can be influenced by them in buying fruits are naturally shiny, deeply colored, heavy for the size, absence of blemishes and diseases, well-appeared shape, etc. For obtaining fast and accurate operation in the process of agricultural industry, image processing is executed in the sense of automation. Classifying different fruits from each other is an important method in real time applications by using image processing techniques. In this paper, determining and recognizing apple fruits among orange fruits by using Neural Pattern Recognition in MATLAB 2016 software has been done and the results show good accuracy.

نویسندگان

Lida KOUHALVANDI

Electronics and Communication Engineering, Istanbul Technical University, 34469, Istanbul, Turkey

Muhammed Hüsrev CILASUN

Electronics and Communication Engineering, Istanbul Technical University, 34469, Istanbul, Turkey

Sercan AYGÜN

Electronics and Communication Engineering, Istanbul Technical University, 34469, Istanbul, Turkey