The vehicle registration plate detection is an emerging area in digital image processing. The registration plates are detected by using the video cameras on different locations for controlling the traffic. The vehicle registration plates could be detected in normal environment, but when the environment changes to foggy or rainy then the working of the system which detects the registration plate of vehicle got effected. This work concentrates to detect the Registration plates (Licensing Plates) of vehicle in such environments using restoration technique. Moreover this system also converts the images to characters which can be manipulated for future.

The entropy vector is used to identify the homogeneity between the regions but in this proposed approach we are using a wavelet inspired segmented approach for the region match so that more clearly differentiate the homogenous and heterogeneous regions over the image. In this existing work, the K-means clustering is used as the initial classification and then the BBO is implemented. An initial segmented analysis is implemented to identify the number of classes more accurately and then the classification is performed. The main objective of the work is to perform the region classification for the land cover images development and implement wavelet inspired BBO approach to perform the classification process. The initial segmentation based similarity measure is performed to identify the number of classes using Clustering method and then the clustering process is done using Cmeans. The major objective of the work is to define more efficient classification under different regions.

A Digital watermarking is a technique that provides a solution to the longstanding problems faced with copyrighting digital data. Digital watermarks are pieces of information added to digital data (audio, video, or still images) that can be detected or extracted later to make an assertion about the data. This information can be textual data about the author, its copyright, etc; or it can be an image itself. Watermarking Based on DCT Coefficient Modulation technique embeds the watermark in the DCT domain to increase the robustness of the watermarking scheme.DCT based watermarking is an example of frequency domain watermarking. The objective of this research work is to implement DCT based watermarking technique on gray scale image. The study focuses on evaluating the robustness of watermarked image after having three different attacks on watermarked image and extraction of watermark from that particular image. To compare the DCT based watermarking with LSB based watermarking and to validate the proposed work & the comparative results of watermarking using DCT and LSB are also presented. This paper recommends DCT based technique for achieving robustness in digital image watermarking.

This article approaches the utilization of the Naive Bayes (in a matter of moments NB) classifier. It exhibits that the count NB improves the assignments of the Web mining by the precision reports arrange. This recommendation separated the execution of Naïve Bayes count with other gathering frameworks. The probability of making a gathering model for doling out the Scholarships to understudies by focusing on precision of the system, numerous components have been bankrupt down, notwithstanding several them are discovered capable when accuracy was considered

Punjab is in the grip of drug epidemic of gargantuan dimensions. Drug addiction has become a most endemic to Punjab. The worst affected areas are village's jassipauwali and katarsingh of district Bathinda in Punjab. About, 5000 people in this village, 1000 are alcohol and other drug addicts. The most vulnerable population age is 15-35 yrs. This is the real thing school boys hooked on synthetic drugs. Young men who shoot up in hovels, streets littered with empty syringes, .The rich prefer heroine, while the poor make do with synthetic drugs. The study on youth was conducted using interview schedule method to collect data from respondents so that answer to the objectives can be found. The study results make some interesting revelations.