Document Forgery Detection for Admission Process using CNN Algorithm
نویسندگان
چکیده
منابع مشابه
Boundary-based Image Forgery Detection by Fast Shallow CNN
Image forgery detection is the task of detecting and localizing forged parts in tampered images. Previous works mostly focus on high resolution images using traces of resampling features, demosaicing features or sharpness of edges. However, a good detection method should also be applicable to low resolution images because compressed or resized images are common these days. To this end, we propo...
متن کاملDocument Forgery Detection with SVM Classifier and Image Quality Measures
This paper presents a detection scheme for a fraudulent document made by printers. The fraud document is indistinguishable by the naked eye from a genuine document because of the technological advances in printing methods. Even though we cannot find any visual evidence of forgery, the fraud document includes inherent device features. We propose a method to uncover these features. 17 image quali...
متن کاملResearch Project Report: Localized Forgery Detection in Hyperspectral Document Images
This research aims to detect document forgery in handwritten notes based on ink spectral information. Multiple criterion methods, based on local information of the target window, to determine ink numbers were conducted. The comparison of the results generated from different anomaly detection methods was presented. The accuracy results showed that the methods implemented in the project were help...
متن کاملPedestrian Attribute Detection Using CNN
Learning to determine the attributes of pedestrian using their far-view field images is a challenging problem in visual surveillance. Many previous works have focused on the problem of pedestrian detection. Traditionally SVMs have been a popular choice for pedestrian attribute recognition, however recently there has been interest in using CNNs for this task. In this project we implement traditi...
متن کاملDetection of Copy-Move Forgery in Digital Images Using Scale Invariant Feature Transform Algorithm and the Spearman Relationship
Increased popularity of digital media and image editing software has led to the spread of multimedia content forgery for various purposes. Undoubtedly, law and forensic medicine experts require trustworthy and non-forged images to enforce rights. Copy-move forgery is the most common type of manipulation of digital images. Copy-move forgery is used to hide an area of the image or to repeat a por...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal for Research in Applied Science and Engineering Technology
سال: 2021
ISSN: 2321-9653
DOI: 10.22214/ijraset.2021.33951