Bank Form Classification using Document Layout Analysis and Image Processing Techniques
نویسندگان
چکیده
منابع مشابه
Document Classification Using Layout Analysis
This paper describes methods for document image classification at the spatial layout level. The goal is to develop fast algorithms for initial document type classification without OCR, which can then be verified using more elaborate methods based on more detailed geometric and syntactic models. A novel feature set called interval encoding is introduced to capture elements of spatial layout. Thi...
متن کاملDocument Image Layout Comparison and Classification
This paper describes features and methods for document image comparison and classification at the spatial layout level. The methods are useful for visual similarity based document retrieval as well as fast algorithms for initial document type classification without OCR. A novel feature set called interval encoding is introduced to capture elements of spatial layout. This feature set encodes reg...
متن کاملGeometric Layout Analysis Techniques for Document Image Understanding: a Review
Document Image Understanding (DIU) is an interesting research area with a large variety of challenging applications. Researchers have worked from decades on this topic, as witnessed by the scientific literature. The main purpose of the present report is to describe the current status of DIU with particular attention to two subprocesses: document skew angle estimation and page decomposition. Sev...
متن کاملSemantic Geo-Image Classification Using Image Processing Techniques
Satellite image classification is one of the most significant applications in remote sensing. Remote sensing data obtained from different optical sensors have been commonly used to characterize and quantity land information. However, conventional optical remote sensing is limited by weather conditions. Synthetic aperture radar (SAR), with the allweather and all-time advantages, is important in ...
متن کاملParallel Processing and Document Layout
Interactive editing and layout of high quality multi-media documents is a demanding application that is limited by the processing power available from current workstations. This short paper takes a preliminary look at the opportunities for exploiting parallelism within the document layout process, and suggests that radically new ways of thinking may be needed to take advantage of the enormous p...
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 of Advanced Research in Engineering
سال: 2019
ISSN: 2412-4362
DOI: 10.24178/ijare.2019.5.1.01