Recognition of Handwritten Nandinagari Palm Leaf Manuscript Text

Guruprasad, Prathima; Rao, Guruprasad Kuppu

doi:10.1007/978-3-030-67921-7_9

Cited by 1 publication

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References 15 publications

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“…Thresholding is a method used to classify each pixel into two groups, namely the black color group and the white color group (Mandyartha et al 2020). Thresholding changes the value of each pixel in a pixel to black or white by comparing the pixel value with a certain threshold (Guruprasad 2020). The threshold value can be determined the same for each pixel, but for the adaptive thresholding method the threshold value applied is different for each pixel in the image.…”

Section: Image Processingmentioning

confidence: 99%

Broiler Chicken Weight Estimation Model Design Using Image Processing Approach

Proceedings of the International Conference on Industrial Engineering and Operations Management

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This paper presents a method to estimate broiler weight automatically using computer vision approach and machine learning model. The data used in this paper obtained using a broiler cage video and manual weight calculation on daily basis for 33 days. The broilers image is processed using several image processing methods such as noise removal, adaptive thresholding, morphological operations, and image segmentation to generate morphological data of each broiler. The model development is carried out by utilizing morphological data of each broilers which increased along with the increase in weight. Five features of broilers were used, namely area, perimeter, mean radius, maximum radius, and major axis. The proposed model then was validated using a 10-fold cross validation method. The proposed model performance is calculated using the RMSE metrics, which shows SVR model has the best performance with RMSE value of 144,7 grams.

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Section: Image Processingmentioning

confidence: 99%

Broiler Chicken Weight Estimation Model Design Using Image Processing Approach

Proceedings of the International Conference on Industrial Engineering and Operations Management

View full text Add to dashboard Cite

show abstract

Recognition of Handwritten Nandinagari Palm Leaf Manuscript Text

Cited by 1 publication

References 15 publications

Broiler Chicken Weight Estimation Model Design Using Image Processing Approach

Broiler Chicken Weight Estimation Model Design Using Image Processing Approach

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