Volume 8 | Issue 7 |

 Abstract

The process of restoring missing or deteriorated regions in an image is called an Image Inpainting. The purpose of digital image inpainting is to reconstructing the loss information according to surrounding image information and to get rid of larger objects from them. The target of image inpainting is to modifying the digital image in an undetectable manner that the changes are invisible to an observer. Image inpainting has various applications such as restoration of older films, removal of objects, red-eye correction, and removal of text. This paper critically examines and reviews methods of Image Inpainting algorithm such as Exemplar based, Diffusion-Based, Partial Differential Equations (PDE) based, Texture based and Hybrid based.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Image Inpainting, Object removal, Image reconstruction, Structure, Texture

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

????????? ?? ???????? ?? ??????? ?????????? ?? ??? ??? ??????? ??

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

?? ??????

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The idea of intelligent, independently learning machines have always been a dream for human race. Healthcare generates a vast amount of useful data and The Internet of Things (IoT) makes this feasible and provides a big volume without human intervention. But it is not cost effective to generate and analyse every bit of available data. This is where Machine Learning and Artificial Intelligence (AI) come to rescue. These technological branches of science help in sifting data received from IOT interfaces. Though it seems tempting and achievable, yet combining IOT and AI is tedious. It requires a massive investment and selective expertise. The present review discusses the basics of Artificial Intelligence, Machine Learning and Internet of Things, along with their applications in the field of healthcare.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Artificial Intelligence (AI), Internet of Things (IoT) and Machine Learning (ML) in Healthcare- A Way Forward

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Social Enterprises (SE) are developing all around the world in increasing numbers, as confirmed by national and international statistics and analysis. Some countries have put efforts on creating new development policies in order to support this kind of enterprise and enhance their chances to make a better value. The concept of Social Enterprises appeared in Vietnam from the last decade and expanded its value to many worlds. In this study, we analyzed and collected some experiences from some countries and gave lessons properly for Vietnam

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Social Enterprises (SE), Development Policy, Lesson

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Moving object detection and tracking field gains a vast interest in it. Most of the moving objects detection methods operate by trying a binary classifier to sub-windows of an image, after that a non-maximum suppression step comes where detections on overlapping sub-windows are eliminated. As the number of feasible sub-windows in even middling sized image datasets is very large, the classifier is usually learned on only a subset of the windows. This circumvent the computational complexity and difficulty of dealing with the entire set of sub-windows , however, this paper address that, it leads to sub-optimal detector performance. Specially , the main offering of this paper is the initiation of a new method, Max-Margin object detection (MMOD), for understanding how to detect objects in images. This method does not execute any sub sampling, but instead optimizes overall sub-windows. MMOD is used to enhance any object detection method which is linear in the learned parameters, such as Histogram of Oriented Gradient (HOG) or bag-of-visual-word models. Using this strategy we manifest substantial performance gains in publicly available data sets. We represent that a single firm HOG filter can overcome a set-of-the-art deformable part model on the object detection data set and benchmark when the HOG filter is assimilated via MMOD.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Python, Open CV component, video surveillance, detection, tracking, moving images, object detection

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Social media has become second nature to today's learners, so why not use it in the classroom. Today's younger generation is hooked on social media. If given the choice between Tweeting or textbooks, which would students choose? Many teachers think that if they allow their students to use social media in the classroom, students will be posting status updates about how their day is going, which would only detract from educational experiences. However, social media can be a powerful educational tool that provides unique and dynamic learning experiences to students and teachers alike. Social media are becoming the most important tools for interaction among people, where everybody can share, exchange, comment, discuss and create information and knowledge in a collaborative way.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Social Media, Education,Learner, Tweet

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Cloud storage is a cloud computing model in which data is accumulated on remote servers accessed from the internet. Cloud is sustained, promoted and guided by a cloud storage service provider on a storage server that is built on virtualization procedure. A cloud application is a software program where cloud based and local components attempt mutually. The cloud server routinely is posted in a remote data centre fulfilled by a third party cloud service infrastructure provider. Virtualization is one of the mean to designate the cloud resource precisely. The exploit of the system can be upgraded by using local negotiation based Virtual Machine (VM) consolidation mechanism. To assign the resources, VM migration and Self destruction entrance are resolved. Self destruction intend run out the space when it is pristine for prolonged time. By using co-located strategy, the VM is generated by assemble the pristine space from alternative VM. The pristine storage can be reborned by automatic memory control framework.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

AES, VM monitoring, VM migration, SLA, Self destruction.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Skin is the constitutional and largest organ of the human body and also manageable organ of human body. The outermost layer of the skin stratum corneum (SC) causes a barrier for high molecular weight drug and hydrophilic drugs. Trans Dermal Drug Delivery system (TDDS) are the dosage form which are self-reliant ,distinct dosage form which reaches the system circulation when applied to the skin thus first pass metabolism. The objective of TDDS is to cross the stratum corneum (SC) for which various methods have been used to increase the penetration of the drugs into the skin this reaching the system circulation. Ethosomes are the most promising or pioneering novel drug delivery system. Ethosomes are the novel drug delivery system which contain high concentration of ethanol and water thus which improves the bioavailability and skin permeability. Ethosomes are the novel phospholipids carriers which enable the drugs to reach the blood circulation which are made up of phospholipids. This article focuses on advantages , disadvantages, preparation method, its dosage form such as gels, patches, and creams . Method of characterization parameters are highlighted such as vesicle size, zeta potential, size distribution etc. Ethosomes are innovative carriers for delivery of therapeutic agents

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

transdermal, skin permeability, ethosomes

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Symmetric key algorithm also known as secret key, uses same key for encryption and decryption. In future we will have more powerful, faster and better technology, so there will be requirement of advanced cryptographic algorithm for information security. This paper discusses about some advanced cryptographic algorithm with their advantages and disadvantages.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Symmetric key algorithm, AES, GOST, Kuznyechik, Magma, CAST, Serpent, SEED

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In an age where truth is found to be multifaceted and removed from personal reality, the concept of post truth gains importance This paper is an attempt to trace out a definition of post-truth, its specific characteristics in relation to the human world, and the influence of media, especially social media�how far it creates and distorts truth and the possibilities and prospects of this aspect in the post-truth world. It also discusses the erosion of trust that has taken part as the invasion of media and the ways to be devised to exercise a control over this condition.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

post truth, personal reality, media

  License

Creative Commons Attribution 4.0 and The Open Definition