Scene recognition via scene template learning

نویسنده

  • Haizi Yu
چکیده

This paper concerns the problem of scene recognition in an image possibly containing a single or multiple scenes. The first half of the paper will concentrate on a newly built model, called scene template, and come up with a set of well developed methodologies to learn the model. The second half of the paper will introduce the technique used to recognize scenes, assuming an ideal model is given, or once the model is well trained. Future Distribution Permission The author(s) of this report give permission for this document to be distributed to Stanfordaffiliated students taking future courses.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Congested scene classification via efficient unsupervised feature learning and density estimation

An unsupervised learning algorithm with density information considered is proposed for congested scene classification. Though many works have been proposed to address general scene classification during the past years, congested scene classification is not adequately studied yet. In this paper, an efficient unsupervised feature learning approach with density information encoded is proposed to s...

متن کامل

Character Recognition in Scene Images by Fast Deformable Template Matching

To recognize characters in scene images, a character segmentation method is generally required for pre-processing. However, there are problems that traditional methods are not able to segment “isolated character” which does not constitute a character string and “touching character” which is connected to other characters. Moreover, it is known that character images in scene images suffer from pe...

متن کامل

Fast Deformable Template Matching for Character Recognition in Scene Images

To recognize characters in scene images, a character segmentation method is generally required for pre-processing. However, there are problems that traditional methods are not able to segment “isolated character” which does not constitute a character string and “touching character” which is connected to other characters. Moreover, it is known that character images in scene images suffer from pe...

متن کامل

The time course of colour guidance in realistic scene search

Colour is a source of attentional guidance and object segmentation when viewing a scene. In an eye-tracking study, we examined its role during search of targets placed in consistent or inconsistent locations within realistic scene contexts. Both the target template and the whole scene were presented in full colour or grayscale. Colour presence did not influence early search, considering latency...

متن کامل

Image processing is the process of analysis and manipulation of a digitized image in order to improve its quality. Two principles of Image processing are improvement of pictorial information and processing of scene data. Recognizing the semantic category of complex

Scene recognition provides visual information from the level of objects and the relationship between them. The main objective of scene recognition is to reduce semantic gap between human beings and computers on scene understanding. For example, recognize the context of an input image and categorize it into scenes (forest, seashore, building etc). Some of the applications of scene recognition ar...

متن کامل

ذخیره 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 2011