Computer aided evaluation of selected examination tasks in mathematics using generalized hough transform

التفاصيل البيبلوغرافية
العنوان: Computer aided evaluation of selected examination tasks in mathematics using generalized hough transform
المؤلفون: Stoliński, Sebastian, Bieniecki, Wojciech
بيانات النشر: Wydawnictwo Politechniki Łódzkiej
Lodz University of Technology Press
سنة النشر: 2014
المجموعة: Repozytorium PL (Politechnika Łódzka) / Lodz University of Technology Repository
مصطلحات موضوعية: wspomagana komputerowo ocena egzaminów, algorytm oceny, transformacja Hougha, uogólniona transformacja Hougha, computer aided evaluation of exams, evaluation algorithm, Hough transform, generalized Hough transform
الوصف: In this chapter an image processing algorithm for automatic evaluation of scanned examination sheets is described. The discussed image contains selected geometric figures drawn by hand on a printed coordinate system. This type of task is characteristic of final high school exams of natural sciences. Our challenge was to develop an evaluation algorithm, which works with a precision comparable to the teacher. If the image contains the correct solution, the algorithm should husk it from a set of random lines, deletions, amendments, drafts, bearing in mind, that lines were drawn by hand. In addition, the algorithm should calculate scores for partially correct solutions. An essential part of our proposal is based on Hough transform (for recognizing lines) and generalized Hough transform (for recognizing non linear shapes). The proposed solution is flexible and can be extended to other types of tasks such as drawing geometrical figures.[.]
نوع الوثيقة: book part
وصف الملف: application/pdf
اللغة: English
ردمك: 978-83-7283-575-8
83-7283-575-6
Relation: Romanowski A. (red.), Sankowski D. (red.), Tadeusiewicz R. (red.), Modelling and Identification Algorithms for Emerging Applications in Data and Signal Processing, Wydawnictwo Politechniki Łódzkiej, Łódź 2014, ISBN 978-83-7283-575-8.; Monografie Politechniki Łódzkiej; Lodz University of Technology Monographs; Stoliński S., Bieniecki W., Computer aided evaluation of selected examination tasks in mathematics using generalized hough transform. W: Modelling and Identification Algorithms for Emerging Applications in Data and Signal Processing, Romanowski A. (red.), Sankowski D. (red.), Tadeusiewicz R. (red.), Wydawnictwo Politechniki Łódzkiej, Łódź 2014, s. 185-199 , ISBN 978-83-7283-575-8.; http://hdl.handle.net/11652/3417
الاتاحة: http://hdl.handle.net/11652/3417
رقم الانضمام: edsbas.A504A22C
قاعدة البيانات: BASE
الوصف
ردمك:9788372835758
8372835756