Coronavirus (COVID-19) outbreak was first identified in Wuhan, China December 2019. It tagged as a pandemic soon by the WHO being serious public medical condition worldwide. In spite of fact that virus can be diagnosed qRT-PCR, COVID-19 patients who are affected with pneumonia and other severe complications only help Chest X-Ray (CXR) Computed Tomography (CT) images. this paper, researchers pro...

Description: Statistical approaches to early vision processes need a huge amount of computing power. These algorithms can usually be implemented on parallel computing structures. With the Cellular Neural Networks [9] (CNN), a new image processing tool is coming into consideration. Its VLSI implementation takes place on a single analog chip containing several thousands (recently about 10,000 to ...

Description: Statistical approaches to early vision processes need a huge amount of computing power. These algorithms can usually be implemented on parallel computing structures. With the Cellular Neural Networks [9] (CNN), a new image processing tool is coming into consideration. Its VLSI implementation takes place on a single analog chip containing several thousands (recently about 10,000 to ...

Description: Statistical approaches to early vision processes need a huge amount of computing power. These algorithms can usually be implemented on parallel computing structures. With the Cellular Neural Networks [9] (CNN), a new image processing tool is coming into consideration. Its VLSI implementation takes place on a single analog chip containing several thousands (recently about 10,000 to ...

Description: Statistical approaches to early vision processes need a huge amount of computing power. These algorithms can usually be implemented on parallel computing structures. With the Cellular Neural Networks [9] (CNN), a new image processing tool is coming into consideration. Its VLSI implementation takes place on a single analog chip containing several thousands (recently about 10,000 to ...

This paper reports the performances of shallow word-level convolutional neural networks (CNN), our earlier work (2015) [3, 4], on the eight datasets with relatively large training data that were used for testing the very deep characterlevel CNN in Conneau et al. (2016) [1]. Our findings are as follows. The shallow word-level CNNs achieve better error rates than the error rates reported in [1] t...

Description: Statistical approaches to early vision processes need a huge amount of computing power. These algorithms can usually be implemented on parallel computing structures. With the Cellular Neural Networks [9] (CNN), a new image processing tool is coming into consideration. Its VLSI implementation takes place on a single analog chip containing several thousands (recently about 10,000 to ...

Carrot is a fast-growing and nutritious vegetable cultivated throughout the world for its edible roots. The farmers are still learning scientific methods of carrot production worldwide. For good quality carrots, modern technology not being used to fullest detect diseases in farms. As result, face difficulties now then continuous monitoring detecting defects crops. Hence, this paper proposes an ...

Cracks in concrete cause initial structural damage to civil infrastructures such as buildings, bridges, and highways, which turn causes further is thus regarded a serious safety concern. Early detection of it can assist preventing enable advance by avoiding any possible accident caused while using those infrastructures. Machine learning-based gaining favor over time-consuming classical approach...

Pneumonia represents a life-endangering and deadly disease that results from viral or bacterial infection in the human lungs. The earlier pneumonia’s diagnosing is an essential aspect processes of successful treatment. Recently, developed methods deep learning include several layers processing to comprehend stratified data representation have obtained best various domains, especially identifica...