CNN Based Landmark Detection and Alzheimer’s Diagnosis Using Landmark Feature

One of the fundamental challenges in anatomical landmark detection, based on deep neural networks, is the constrained availability of medical imaging data for network mastering. To address this trouble, we present a two-stage task-oriented deep learning method to detect big-scale anatomical landmarks simultaneously in actual time using restrained education statistics. Especially, our technique includes deep convolutional neural networks (CNN), with every specializing in one particular project. In particular, to alleviate the trouble of limited training statistics, within the first stage, we endorse a CNN primarily based regression model the use of millions of image patches as input, aiming to examine inherent associations between nearby photo patches and target anatomical landmarks. to similarly version the correlations amongst image patches, in the second stage, we expand some other CNN model, which includes a) a fully convolutional networks (FCN) that shares the same architecture and community weights as the CNN used within the first stage and additionally b) numerous more layers to at the same time predict coordinates of a couple of anatomical landmarks. Importantly, our technique can jointly locate big-scale (e.g. hundreds of) landmarks in actual time. Using these landmark points we extract HOG and longitudinal features and using SVM to diagnose the Alzheimer’s disease.

Published by: Ayisha Shamna .K K, Jamsheera .K, Shameena .P P

Geomagnetic Storms and its Various Effects

This paper throws a light on various effects of Geomagnetic Storms such as ionization, electromagnetic emission, ultraviolet radiation radio emission, etc. The accuracy of Global Positioning System (GPS) dimensions can be degraded by geomagnetic storms. It’s effect also observed on earthquakes. Besides these effects, studies have shown the direct connection of geomagnetic storms with living organisms.

Published by: Rashmi. C Gupta, S. Chaudhary, A. K Gwal

An Efficient Security Key for Practical Requirement of PIN Entry Protection Section Authentication

Clients regularly reuse the same customized recognizable proof numeric system for various sessions. Coordinate numeric sections can be profoundly powerless for the bear to break assaults and assailants can successfully watch PIN section with covered cameras. Backhanded PIN passage techniques proposed as countermeasures are seldom conveyed on the grounds that they request a heavier subjective workload for clients. To accomplish security and ease of use and display a useful aberrant PIN section technique called Stegano PIN. It has two main numbered systems, first is the secured, the second one is unclosed. Intended objectively for looking someone’s shoulder’s over direct observation of the hidden cameras. In the wake of finding a long haul PIN in the more run of the mill design, secured numeric system, client produces an OTP to securely come on the display assailants. The test control utilized an inside subject factorial outline with two autonomous factors- PIN section framework, recognized proof numeric write. The slow passage of distinguishing numeric system time however approved. The disguised numeric system is flexible to the direct observation overlooking someone’s shoulder through unseen camera assaults by different confirmation class.  

Published by: Kiren Vijai, Neena Joseph

Secured Transaction Online Processing System Using ZIGBEE Wireless Network

Data security in non-fiscal cash registers and non-fiscal printers is minimal.  However, data security in fiscal cash registers and fiscal printers is also not satisfactory. This  paper  describes  turnover  control  devices  based  on  GPRS  terminals  for sending  data  from  fiscal  electronic  cash  registers  and  fiscal printers  to  the  server  of  Tax  Administration^[1]  in  order  to  prevent tax  evasion,  diversion  of  original  goods  from  the  distribution system  and  infiltration  of  counterfeited  or  original  goods  into  the distribution  system  without  payment  of  customs,  tax  and  excise duties.  The comparison with ordinary fiscal cash registers and non-fiscal cash registers is also provided.  

Published by: Rajeshwar Goud Jangampally, P. Ramesh

Design Detail of Microhydro System and Findings based On Off- Grid Project

The purpose of this research paper is to conduct a literature review regarding the technical specifications and design parameters required to design a functioning Micro Hydro Power System MHS (Micro Hydropower System). After review of the theory and principles of Micro Hydro System design; these principles are applied to the real case of Bhoot Khola Micro Hydro Project in Deurali Village Development Committee (VDC) of Tanahun Nepal. The field data required to design the civil components of the micro-hydro project were derived from secondary data sources such as the study conducted by the village development committee as well as other independent project surveys. The micro-hydro designed in this thesis was of "run-of-the-river" type. Similarly, system components designed in this thesis are intake structure, headrace canal to divert the water from the source, forebay tank, sedimentation basin and the penstock assembly.

Published by: Tara Bhattarai

Humanity Code, Destiny Mantra or Spiritual Configuration: A Boon for Humanity

Published by: Lakshmi Narayana