REIHE INFORMATIK 6/96 Indexing and Retrieval of Digital Video Sequences based on Automatic Text Recognition
نویسنده
چکیده
Efficient indexing and retrieval of digital video is an important aspect of video databases. One powerful index for retrieval is the text appearing in them. It enables contentbased browsing. We present our methods for automatic segmentation and recognition of text in digital videos. The algorithms we propose make use of typical characteristics of text in videos in order to enable and enhance segmentation and recognition performance. Especially the inter-frame dependencies of the characters provide new possibilities for their refinement. Then, a straightforward indexing and retrieval scheme is introduced. It is used in the experiments to demonstrate that the proposed text segmentation and text recognition algorithms are suitable for indexing and retrieval of relevant video scenes in and from a video database. Our experimental results are very encouraging and suggest that these algorithms can be used in video retrieval applications as well as to recognize higher semantics in
منابع مشابه
REIHE INFORMATIK 9 / 98 Automatic Text Segmentation and Text Recognition for Video Indexing Rainer
Efficient indexing and retrieval of digital video is an important function of video databases. One powerful index for retrieval is the text appearing in them. It enables contentbased browsing. We present our methods for automatic segmentation of text in digital videos. The output is directly passed to a standard OCR software package in order to translate the segmented text into ASCII. The algor...
متن کاملAutomatic text regions location in video frames
Content-based information retrieval from digital video databases and media archives is a challenging problem and is rapidly gaining widespread research and commercial interest. For a reliable retrieval and intelligent access to video programs, indexing should provide semantic descriptors. One way to include more semantic knowledge into the indexing process is to use the text embedded within ima...
متن کاملSearch the Audio, Browse the Video - A Generic Paradigm for Video Collections
The amount of digital video being shot, captured, and stored is growing at a rate faster than ever before. The large amount of stored video is not penetrable without efficient video indexing, retrieval, and browsing technology. Most prior work in the field can be roughly categorized into two classes. One class is based on image processing techniques, often called content-based image and video r...
متن کاملREIHE INFORMATIK 6/95 Automatic Recognition of Film Genres
Film genres in digital video can be detected automatically. In a three-step approach we analyze first the syntactic properties of digital films: color statistics, cut detection, camera motion, object motion and audio. In a second step we use these statistics to derive at a more abstract level film style attributes such as camera panning and zooming, speech and music. These are distinguishing pr...
متن کامل1 Syntactical and Semantical Description of Video Sequences
Archiving, processing, and intelligent retrieval of digital video sequences can be eeciently solved by a highhlevel representation of video sequences. We describe a complete system for encoding the contents of video sequences based on their syntactical and semantical description. Our techniques are built on two phases: analysis and synthesis. The analysis phase involves the automatic generation...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 1996