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Research Paper

Convolutional Neural Network (CNN) based indoor scene recognition model

The indoor scene recognition is the process of recognizing the scene in focus, which can be either an office or home. The indoor scene recognition has many real-time applications, which includes the automatic camera mode selection, robotic mobility, automatic CCTV coverage and alert setting based upon region visiting frequency, etc. The proposed model is designed for the indoor scene recognition based upon the multiple features, which primarily involves the combination of textural and color-pattern based features. The scene recognition is entirely based upon the pattern & texture recognition, which includes the speeded up robust features (SURF), HOG and scale invariant feature transformation (SIFT) features to differentiate the different indoor scenes. The proposed model has coupled with Classify Neural Network (CNN) classification algorithm. The proposed model has achieved the perfect accuracy of nearly 94%, which has outperformed all other data models with individual features of SIFT, SURF or HOG. This shows the effectiveness of the proposed model based upon multi-feature combination in comparison with the individual feature based applications.

Published by: Harsimran Pal Singh, Dr. Vikrant, Dr. Balwinder Rai

Author: Harsimran Pal Singh

Paper ID: V4I4-1538

Paper Status: published

Published: August 27, 2018

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Review Paper

A concise review on cinnoline and its biological activities

Cinnoline is an aromatic heterocyclic compound having a wide range of pharmacological actions like antibacterial, antifungal, anti-inflammatory, anti-tuberculosis, antiepileptic, antidepressant, antitumor, antihypertensive, antianxiety activities. Cinnoline is a fused six-membered ring with two nitrogen atoms as heteroatoms which is an isosteric derivative to quinolone or isoquinoline. This heterocyclic nucleus is the least condensed one and is having a special interest in the synthetic research field. This review discusses the biological activities of cinnoline compounds with different substitutions.

Published by: Sony S, Mathew George, Lincy Joseph

Author: Sony S

Paper ID: V4I4-1531

Paper Status: published

Published: August 27, 2018

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Research Paper

On bipolar-valued fuzzy algebra over bipolar-valued fuzzy field

In this paper, we apply the notion of a bipolar-valued fuzzy set to algebra over a field. We introduce the concept of a bipolar-valued L-fuzzy set of algebra and investigate some properties. We give relations between a bipolar-valued fuzzy algebra and bipolar-valued L-fuzzy set. We also give the characterization of bipolar-valued fuzzy ideal and discuss some related properties.

Published by: S. Praveena Subbian, Dr. M. Kamaraj

Author: S. Praveena Subbian

Paper ID: V4I4-1535

Paper Status: published

Published: August 27, 2018

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Research Paper

Effects of attenuation for live video streaming on free-space optics

Free Space Optical Communications (FSO) has become a magnet for a variety of applications in the communication field. Signal attenuation was highlighted in data transfer, particularly in the multimedia e.g. high-speed video camera network requires sufficient throughput. This paper focuses on finding an approach to improve the signal received through the use of bi-directional FSO multiple access channel with high transmission power to avoid signal attenuation in short distances over atmospheric turbulence channels. Comparison of the extracted results proved that the performance of the proposed system is effective to overcome these effects.

Published by: Satea Hikmat Alnajjar

Author: Satea Hikmat Alnajjar

Paper ID: V4I4-1520

Paper Status: published

Published: August 24, 2018

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Research Paper

Agitation dynamics in Kashmir

The dynamics in Kashmir valley have undergone a vast change in past few years. Recent developments have shown that the underlying separatist sentiment aided overtly and covertly by Pakistan has again started to manifest itself, predominantly through protests and agitations. The scale and intensity of protest in 2016 have brought to fore the mass discontent amongst large sections of the local population.

Published by: Kirpal Gill

Author: Kirpal Gill

Paper ID: V4I4-1529

Paper Status: published

Published: August 23, 2018

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Research Paper

Relevance of Adam Smith in the contemporary economy

In 1776, Adam Smith, highly regarded as the Father of Economics, presented a notable art in the form of the ‘Wealth of Nations’. The book comprehended the economic structure in the society. The purpose of the paper is to examine the four major theories put forward by him and accordingly determine its significance in today’s world with the occurrence of various events in the economy. The source of data used was secondary data, thereby accessing various research papers, understanding and relating the news reports of many events. Descriptive and diagnostic method of analysis has been used. The paper shows contradicting views with respect to the theories presented by Adam Smith. Based on the study, the researcher would like to conclude that no relevance was found in the application of the mentioned theories with the current scenario. However, these can always be looked up to.

Published by: Moumita Haldar

Author: Moumita Haldar

Paper ID: V4I4-1524

Paper Status: published

Published: August 23, 2018

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