Manuscripts

Recent Papers

Research Paper

Prediction of urban air pollution by a machine learning method

In addition to the impact of rapid population growth and urbanization, the level of pollution in the cities is largely modulated by meteorological factors. A compilation of meteorological data in many cities is available in Indian Government websites. They give the concentration levels of several parameters including PM2.5, NO2, CO, etc. With the help of this website data, we use Data Mining Prediction technique Collaborative Filtering and Machine learning to predict the next day data and compare with actual data. This elementary research intends to be an introductory step in the development of a web-based platform for the awareness of the residents of urban areas about the risk to human health, with potential future application in other urban areas. To make the real-time scenario Service Orientated Web Architecture is used in this system.

Published by: Saniya Afshan, Nithin S, Venkata Sai Nishanth, S Nithin, Aditya Pai H

Author: Saniya Afshan

Paper ID: V4I2-1515

Paper Status: published

Published: March 31, 2018

Full Details
Survey Report

A survey on the smart environment in a multimedia

We can make multimedia environment smart by making devices used in multimedia to work smartly using IoT technology, in which internet-enabled devices to communicate with each other. In this paper, we firstly describe IoT and its verticals along with its component; secondly we have described its technology and finally, we have a present survey on beacons

Published by: Achal. S. Gundawar, Insiya. Z. Hussain, Pranali R Dandekar

Author: Achal. S. Gundawar

Paper ID: V4I2-1417

Paper Status: published

Published: March 31, 2018

Full Details
Research Paper

Survey on network smartphone on disaster recovery

In the time of disaster, the information exchange between rescue helpers and survivors is difficult and the wired connection and cellular network are also collapsed during the disaster and it also not possible to reconstruct the network to communicate with the helpers and survivors. In this paper, we discussed various technologies to help trapped survivors to reach the rescue workers in the wireless network even in the absence of cellular network using the wireless ad-hoc network, opportunistic network and using smartphones which uses wifi interface to reach survivors and rescue workers. One is using directional antenna for ad-hoc networks using inter-vehicular communication for quick reconstruction of network, and the other is opportunistic network using ad-hoc communication presents HELPME a self levelling opnet application deployed in smartphones which uses ad-hoc network for communication over wifi in the time of disaster and it forms a dynamic matching of its neighboring nodes to transmit the information with the help of ad-hoc network. And the third one is using team phone a network application for disaster recovery. Team phone consists of two components The messaging system between rescue worker and trapped survivors integrate cellular networking, ad-hoc networking, and opportunistic networking, and enables proper communication.and the self-rescue system that groups the smartphones of trapped survivors together, energy-efficiently discovers nearby messaging nodes and sends out emergency messages including location and position information.  

Published by: Darshan Kumar S B, Dr. Sheela S V

Author: Darshan Kumar S B

Paper ID: V4I2-1354

Paper Status: published

Published: March 31, 2018

Full Details
Research Paper

A survey on the security of multimedia contents with dual level encryption

The cloud computing offers high quantifiability, confidentiality and therefore the simple accessibility of the knowledge over the net. tho' the traditional secret writing system provides security, the foremost involved issue is that the regular aspect channel attack for capturing ones sensitive and confidential image, audio and video. A malicious Virtual Machine (VM) besides a targeted VM will extract all info. Thus, this paper implements a double stage secret writing rule for the multimedia system content security exploitation random key generation approach. the primary stage encrypted multimedia system content into ciphertext -l employing a trigonal public key. The ciphertext-l is once more encrypted within the cloud exploitation a willy-nilly generated uneven non-public key. If anyone gets the ciphertext, he couldn't extract the secret writing key to recover the multimedia system contents. Low complexness and simple implementation create the planned rule wide applicable safeguard within the cloud computing.  

Published by: Swapnali Anil Balshankar, Harshada Pacharane, Vicky Bobade, Gauri Gherde, Ujwala Gaikwad

Author: Swapnali Anil Balshankar

Paper ID: V4I2-1443

Paper Status: published

Published: March 31, 2018

Full Details
Research Paper

Adaptive M-SVM classification model qualified indoor scene images with hybrid feature selection approach

The results of the proposed model have been obtained in the form of the various performance parameters of statistical errors, precision, recall, F1-measure and overall accuracy. The proposed model has clearly outperformed the existing models in the terms of the overall accuracy. The proposed model improvement has been recorded higher than ten percent for all of the evaluated parameters against the existing models based upon SURF, FREAK, etc.

Published by: Gagandeep Singh, Sonika Jindal

Author: Gagandeep Singh

Paper ID: V4I2-1526

Paper Status: published

Published: March 31, 2018

Full Details
Review Paper

A multiple object analysis for indoor scene recognition with scene adaptive classification

In proposed work, will be using an adaptive object analysis on the basis of its characteristics. These characteristics of the objects will help the computer vision based applications to differentiate between the objects of similar color and similar shape. This will empower the computer vision based applications to detect the objects with more accuracy, which will also help it to detect the type of the surroundings, whether it’s a home, office.  

Published by: Gagandeep Singh, Sonika Jindal

Author: Gagandeep Singh

Paper ID: V4I2-1524

Paper Status: published

Published: March 31, 2018

Full Details