Research Paper | Computer Science & Engineering | Bangladesh | Volume 2 Issue 9, September 2013
Handling Uncertainty under Spatial Feature Extraction through Probabilistic Shape Model (PSM)
Ahmed, Samsuddin, Rahman, Md. Mahbubur
The Extraction of Spatial Features from remotely sensed data and the use of this information as input into further decision making systems such as geographical information systems (GIS) has received considerable attention over the few decades. The successful use of GIS as a decision support tool can only be achieved, if it becomes possible to attach a quality label to the output of each spatial analysis operation. Thus the accuracy of Spatial Feature Extraction gained more attention as geographic features can hardly formulated in a certain pattern due to intra-class variation and inter-class similarity. Besides these Spatial Feature Extraction further include positional uncertainty, attribute uncertainty, topological uncertainty, inaccuracy, imprecision/inexactitude, inconsistency, incompleteness, repetition, vagueness, noisy, omittance, misinterpretation, misclassification, abnormalities and knowledge uncertainty. To control and reduce uncertainty in an acceptable degree, a Probabilistic shape model is described for Extracting Spatial Features from multi-spectral image. The advantages of this, as opposed to the conventional approaches, are greater accuracy and efficiency, and the results are in a more desirable form for most purposes.
Keywords: Spatial Feature, GIS, Computer Vision, Feature Extraction
Edition: Volume 2 Issue 9, September 2013
Pages: 222 - 227
How to Cite this Article?
Ahmed, Samsuddin, Rahman, Md. Mahbubur, "Handling Uncertainty under Spatial Feature Extraction through Probabilistic Shape Model (PSM)", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=08091303, Volume 2 Issue 9, September 2013, 222 - 227
26 PDF Views | 23 PDF Downloads
Similar Articles with Keyword 'GIS'
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 7, July 2014
Pages: 1293 - 1296Security Measures on Mobile Technology Using Software as a Service (SaaS)
Apoorva P, Akshay S
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015
Pages: 2234 - 2237Analysis of Protective Mechanism in Roaming Network for Secure Communication
Ashwini A. Lokhande, Sonali U. Nimbhorkar
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015
Pages: 1573 - 1575A Service Provider Level SMS Spamming Detection System
Bhavana Alam, Fazeel Zama
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015
Pages: 2483 - 2487Accountability of Data usage in Cloud Computing
Nitin P. Doiphode, Hemlata Channe
Review Papers, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014
Pages: 950 - 953Digital Design Dispensation for Digital Radiography System
H. Gomathi, M. Narayanan
Similar Articles with Keyword 'Computer Vision'
Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 10, October 2015
Pages: 1731 - 1734A Survey on Multimodal Visual Search Methods
Seema Ranuji Ghule
Survey Paper, Computer Science & Engineering, India, Volume 8 Issue 12, December 2019
Pages: 1960 - 1963A Survey on Challenges in Text to Scene Generation
Yashaswini.S, Dr Shylaja S S
Review Papers, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014
Pages: 1789 - 1791Role of Active Contour in Image Processing
Manjeet Kaur, Sukhpreet Kaur
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015
Pages: 830 - 833A Novel Set Level Technique for Image Segmentation Using Fuzzy Clustering and Self Organizing Map Network
Nidhi Kaushal, Murlidhar Vishwakarma, Ravi Singh Pippal
Informative Article, Computer Science & Engineering, India, Volume 5 Issue 7, July 2016
Pages: 1879 - 1883Enhancement of Hazy Image Using Visibility Restoration Technique
Salini N, Anju J Prakash
Similar Articles with Keyword 'Feature Extraction'
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 7, July 2014
Pages: 938 - 943HCR Using K-Means Clustering Algorithm
Meha Mathur, Anil Saroliya
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 9, September 2015
Pages: 931 - 935An Improved Approach for Logo Detection and Recognition from the Images Using SURF
Prajkata Musale, Deepak Gupta
Research Paper, Computer Science & Engineering, India, Volume 5 Issue 5, May 2016
Pages: 1893 - 1896Detection of Denial of Service Attack Based on EMD Embedded with 3D Reduction Method
Swathy Mohan, Niyas N.
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014
Pages: 894 - 899Towards the Roadmap of Defect Predictors and its Diagnostics
Shubha Sharma, Anubhooti Papola
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015
Pages: 2097 - 2100Restoration of Images using Dynamic Hand Gesture Recognition
Madhuri Lokhande, Shabnam Shaikh