International journal of technical research & science, Aug 15, 2020
There is no question that mathematics has played a leading role in the development of physics and... more There is no question that mathematics has played a leading role in the development of physics and engineering through the last century. However the direct participation of mathematicians in solving the problems of industry is the new trend, so called "industrial mathematics". Industrial mathematics has developed as a new profession. In this report, we will talk about the concepts of industrial mathematics and its importance in the society.
International Journal of Technical Research & Science
Image processing refers to the processing of images, which includes many different techniques tha... more Image processing refers to the processing of images, which includes many different techniques that are used till we reach our goal. The processing output can either be in the form of an image, or a feature of the given image. This can be used for decision making and a more comprehensive image analysis. The Image compression process is a variation of data compression that is used on images without affecting their quality. Reduced size of the file makes sure that a lot of images can be put in a certain amount of memory / disk space. Processing also decreases the required time for the images to travel over the Internet or to be downloaded from different web pages. K -means clustering using Euclidean distance method includes vector quantization, which is originally a part of signal processing. It is very popular in cluster analysis for mining data. In this Project, we are using Image compression and segmentation algorithms using Kmeans clustering and Euclidean Distance method and many more algorithms used to process images.
There is no question that mathematics has played a leading role in the development of physics and... more There is no question that mathematics has played a leading role in the development of physics and engineering through the last century. However the direct participation of mathematicians in solving the problems of industry is the new trend, so called “industrial mathematics”. Industrial mathematics has developed as a new profession. In this report, we will talk about the concepts of industrial mathematics and its importance in the society.
International Journal of Innovative Technology and Exploring Engineering, 2019
Human eye is covered with mucous like thin membrane on the outer surface as well as inner surface... more Human eye is covered with mucous like thin membrane on the outer surface as well as inner surface of the eyelids. The thin membrane covering the outer surface is called as bulbar conjunctiva. Conjunctiva hyperemia refers to the redness of the conjunctiva. There are several reasons for this condition, some of which are related to pathologies like trauma, allergy, injury, prolonged use of lenses or glaucoma. Hence, it is one of the most vital parameter to diagnose these pathologies. For populous developing countries like India, ratio of ophthalmologist to citizen is highly skewed which negatively affects the public health. This gives rise to need for developing technology based solutions for initial screening of eye problems like conjunctiva hyperemia. This paper presents a framework for classifying normal versus red eyes using deep learning technique of convolution neural network (CNN). The model has shown promising results with 94% accuracy.
International Journal of Advanced Computer Science and Applications, 2019
Eye is one of the most vital organs of human body. Despite being small in size, humans cannot see... more Eye is one of the most vital organs of human body. Despite being small in size, humans cannot see the life around them without it. Human eye is protected by a thin covering termed as conjunctiva which protects the eye from dust particles. It plays the role of lubricant in the eye which prevents any sort of friction in opening and closing of eye. Broadly there are two kinds of conjunctiva: bulbar and palpebral. The membrane covering the inner portion of eyelids is termed as palpebral conjunctiva and the one covering the outside portion of the eye is called as bulbar conjunctiva (white portion of eye).Due to the dilation of blood vessels the white portion of the eye also termed as sclera becomes red in color. This condition is also termed as hyperemia. The study of this development is vital in diagnosis of various pathologies. It could be result of some trauma, injury or other eye related diseases which needs to be identified for timely treatment. Enormous amount of studies have been done to study the structure and functionality of human eye. This paper highlights the work done so far for measuring the level of redness in the eye using various methodologies ranging from statistical ways to machine learning techniques and proposes a methodology using Matlab and Convolutional neural network to automate this evaluation process.
International Journal of Advanced Computer Science and Applications, 2019
Eye is one of the most vital organs of human body. Despite being small in size, humans cannot see... more Eye is one of the most vital organs of human body. Despite being small in size, humans cannot see the life around them without it. Human eye is protected by a thin covering termed as conjunctiva which protects the eye from dust particles. It plays the role of lubricant in the eye which prevents any sort of friction in opening and closing of eye. Broadly there are two kinds of conjunctiva: bulbar and palpebral. The membrane covering the inner portion of eyelids is termed as palpebral conjunctiva and the one covering the outside portion of the eye is called as bulbar conjunctiva (white portion of eye).Due to the dilation of blood vessels the white portion of the eye also termed as sclera becomes red in color. This condition is also termed as hyperemia. The study of this development is vital in diagnosis of various pathologies. It could be result of some trauma, injury or other eye related diseases which needs to be identified for timely treatment. Enormous amount of studies have been done to study the structure and functionality of human eye. This paper highlights the work done so far for measuring the level of redness in the eye using various methodologies ranging from statistical ways to machine learning techniques and proposes a methodology using Matlab and Convolutional neural network to automate this evaluation process.
Uploads
Papers by sherry verma