In today’s age, there is intense need of recognizing emotions with the help of technological tools due to increase in cases of depression because of work pressure, family issues, and personal problems and mental disorders (like Autism). Emotions are believed to be extremely potential for analyzing condition of mind. Research related to emotions helps computer scientists in the development of emotion-based Brain Computer Interface.
Non-Invasive Electroencephalogram-based brain-computer interface is the technique used to measure brain activity and different brain signals are translated into commands which will help to read hidden brains of people in need that most of us take for granted. The development of intelligent emotion identification and complete mental state analysis is the aim of this study.
It is possible by collecting psychological brain EEG signals by conducting live case studies and self database development. The major task is recognition of delicate emotions. The comprehensive study of mental states is provided utilizing a productive categorization strategy called Min of Mean (MOM), which is advantageous for small, sparse databases. As an intervention approach to maintaining mental stability, therapy music for meditation is utilised.
Major Contribution
Conducted Live Case Study and Created Own Database: eMADH
Analysis of existing Emotion Database
Developed Min of Mean (MOM) Algorithm for Emotion Classification
Presented Complete Mental State Analysis by classifying Emotions into 12 types
Created Emotion Spectrum of the human being which was not done previously
Recommendation of Meditation Music therapy for Stabilizing
An Attitudinal Analysis of Adolescence
Attitude towards homosexuality varies greatly in different cultures and different historical periods. All cultures have their own values regarding appropriate and inappropriate sexuality; some sanction same-sex love and sexuality, while others disapprove of such activities. Stereotyping, gender discrimination, and oppression are still existing in this society.
In order to know the recent views or perspectives of people towards lesbian, gay, bisexual, and transgender (LGBT), a study was conducted. The study investigated attitudes toward LGBT by surveying 100 respondents. Out of that, 50 were male and 50 were female respondents, in the age group of 18 to 25, from Nagpur. Samples were collected by survey method, and research was statistically analyzed by using chi-square test of significance to find the inferences.
The main objective of the present investigation was to investigate the differences between male and female adult respondents with regards to attitude towards LGBT.
A PSYCHOLOGICAL CASE STUDY OF AN AUTISTIC CHILD
Autism is a complex, lifelong developmental disability that typically appears during early childhood and can impact a person’s social skills, communication, relationships, and self-regulation. Autism is defined by a certain set of behaviours and is a “spectrum condition” that affects people differently and to varying degrees. Some children with autism have only mild impairments, while others have more obstacles to overcome. However, every child on the autism spectrum has problems.
The purpose of performing this study is to know the strengths and weaknesses of the child so that needed support and intervention techniques can be provided to explore knowledge.
Objective:
To test concept formation.
To know strengths and weaknesses of the child.
To assess effect of intervention techniques on behaviour change.
Automatic Audio Video Analysis and Summarization (VC++):
The project contains a fully automatic and computationally efficient framework for analysis and summarization of video clipping using cinematic and object-based features.
1. Police Investigation
Front End: Visual Basic Back End: Oracle
We visited “Nagpur Crime Branch” and studied how they maintain the data of criminals and about face making of criminals from the description of witnesses.
The Police Investigation project is divided into three main modules:
Database Maintenance of Criminals
Face Designing according to description of witness
Face Editing
2. Inventory Management System for Pharma-Agency
Front End: Visual Basic Back End: MS Access
The project is divided into three main modules:
Database Maintenance
Report Making
Billing System