Open AccessHeritage Building Era Detection using CNN
Author(s) -
Md. Samaun Hasan,
Md. Liakot Ali,
Mohammad Ashiqur Rahman,
Hosne Ara Arju,
Mirza Mohtashim Alam,
Md. Salah Uddin,
Shaikh Muhammad Allayear
Publication year - 2019
Publication title -
iop conference series. materials science and engineering
Language(s) - English
Resource type - Journals
eISSN - 1757-899X
pISSN - 1757-8981
DOI - 10.1088/1757-899x/617/1/012016
Subject(s) - period (music) , tower , dome (geology) , architecture , sri lanka , geography , front (military) , ancient history , history , south asia , archaeology , geology , paleontology , meteorology , art , aesthetics
The Indian subcontinent is a southern area of Asia continent which includes India, Bangladesh, Pakistan, Nepal, Bhutan, Maldives, and Sri Lanka. In the different periods, different rulers had ruled in these territories such as the Sultanate period (1206–1526) and Mughal period (1526–1540, 1555–1857). In addition, various ancient and heritage structure patterns show the different historical and religious characteristics of the old civilizations. This research presents a computational method for identifying the construction period or era of old heritage building by using feature detection. We have done this experiment for the application aspect, where the tour guide is not available this application will help the tourists for knowing the construction period or era by detecting the features of old spectacular architecture. In this study, we have focused on the constructional characteristics of old architectural sites by using Canny Edge Detector method. After using the Canny Edge Detector method, we have categorized different types of features among the buildings such as Dome, Minaret or Tower, Ratna, and Front. The different eras old structure contains different characteristics of the Dome, Minaret or Tower, Ratna, and Front. Finally, we have developed a neural network based model which can identify the building’s construction era of the Sultanate period and Mughal period.