Preprocessing
It required a lot of study on previous work and some study of related topics which uses a little bit same technique to process their features for recognizing a person. Most of the literatures were based on palm image processing and some of the books and research papers were based on face recognition. As such, a lot of research work has been done by Chinese researchers so far. A series of researches gave me a set of methods and a set of features to be selected among them.
This research also requires depth knowledge of image processing. Fetching out each position of the palm image through the reading it pixel by pixel. Some kinds of reading patterns of image should be crystal clear in the mind while working with the features of this topic.
There are various useful books also available on image processing provides knowledge of different methods. Which one would be better, could be decided after discussion with my guide.
1. Document Representation
On the basis of the study of previous researches, I had a great collection of previous research papers (published by others) and related books. Before getting to start with the feature selection, document representation has been done with the help of power point presentation. This includes a systematic approach to represent this research work.
This gets start with the introduction, overall structure of the topic, previous researches done by others, reason behind my research, introduction of new features
Begin your paper with an appropriate introduction, including a thesis statement to introduce the purpose of the paper.
2. Find articles related to the topic. 3. Write two pages, double spaced, excluding references. You must read the articles that you find and summarize the information they contain briefly in
Your introduction should move from general information to very specific information. You should imagine familiarizing the reader with: 1.) the title and author 2.) some information about the text 3.) your topic 4.) your thesis and three examples. Be sure to include:
The introduction needs no heading because it appears immediately after the abstract. In a few pages, present the topic of the paper and describe the research strategy. Discuss why the problem is important and whether it has been studied in the past. Describe how your paper is different from previous research and how it builds upon the topic. Formally state the purpose of the research by summarizing the hypotheses supported and why. Mention significant related literature and assume the reader has a basic understanding of the topic and its history. State how your report is similar and different from cited works.
A summary of your project. Identify your topic and describe what you will be looking at in terms of the topic. Include some key terms and additional questions that will guide your research.
Thus our proposed optimal feature subset selection based on multi-level feature subset selection produced better results based on number of subset feature produced and classifier performance. The future scope of the work is to use these features to annotate the image regions, so that the image retrieval system can retrieve relevant images based on image semantics.
What do you already know about the topic? What is your level of expertise? Spend a moment here jotting down what
Craft a research question on the topic you selected in your first discussion question post. Then locate at least five articles from peer-reviewed journals that pertain to your question that will be used to write the introduction section of your research proposal.
Topic and Project Description (a thorough description of the topic and project, written in the scholarly format appropriate to the field):
In your own words, provide background information (two sentences) that sets up the purpose of the study. This information will likely be found in the Introduction.
The final main biometric technology used is fingerprint recognition. This is definitely the most widely used biometric technology. This type of biometric has been used for many, many years. Because of this, fingerprint recognition has been known as the most primary and accurate identification method used to identify a person. The modern fingerprint recognition is all done electronically. There are two main ways of analyzing fingerprints electronically. The first plots points on the ridges of a person’s fingers that enable the computer to compare to different fingerprints. The second method uses patterns of a fingerprint
Through this routine of advanced technology analysis, it has been established to increase the results and have hastened the procedure of identifying suspects of crimes. Facial recognition is also necessary for public involvement and observation as it also aids law enforcement officials to more easily zone in on possible suspects of a crimes being caught. With the use of facial recognition, it constantly has been proven quite an effective method with the incorporation of this technique.
The introduction must set the scene for the reader. It should describe why the report has been written, give background information on the subject matter, and explain the method of investigation used along with key ideas.
The technology is many years away from development. Blood pulses on a finger can be measured by new biometric systems. This technology is currently under development. Nail bed identification is based on identifying distinct spatial arrangement beneath the fingernail. Gait recognition is another technology which is under development. This recognizes individuals by their distinctive walk and captures a sequence of images to derive and analyze motion characteristics. The technology is currently under development and its complete potential and limitations can be fully assessed. Many biometric identification systems are being developed and tested (Woodward, 2005).
The fuzzy logic approach is widely used in image process-ing. The fuzzy logic gives decision rules and fusion motivation