Linear and Incremental Acquisition of Invariant Shape Models from Image Sequences
Publication
, Journal Article
Weinshall, D; Tomasi, C
Published in: IEEE Transactions on Pattern Analysis and Machine Intelligence
January 1, 1995
We show how to automatically acquire Euclidian shape representations of objects from noisy image sequences under weak perspective. The proposed method is linear and incremental, requiring no more than pseudoinverse. A nonlinear, but numerically sound preprocessing stage is added to improve the accuracy of the results even further. Experiments show that attention to noise and computational techniques improves the shape results substantially with respect to previous methods proposed for ideal images. © 1995 IEEE
Duke Scholars
Published In
IEEE Transactions on Pattern Analysis and Machine Intelligence
DOI
ISSN
0162-8828
Publication Date
January 1, 1995
Volume
17
Issue
5
Start / End Page
512 / 517
Related Subject Headings
- Artificial Intelligence & Image Processing
- 4611 Machine learning
- 4603 Computer vision and multimedia computation
- 0906 Electrical and Electronic Engineering
- 0806 Information Systems
- 0801 Artificial Intelligence and Image Processing
Citation
APA
Chicago
ICMJE
MLA
NLM
Weinshall, D., & Tomasi, C. (1995). Linear and Incremental Acquisition of Invariant Shape Models from Image Sequences. IEEE Transactions on Pattern Analysis and Machine Intelligence, 17(5), 512–517. https://doi.org/10.1109/34.391392
Weinshall, D., and C. Tomasi. “Linear and Incremental Acquisition of Invariant Shape Models from Image Sequences.” IEEE Transactions on Pattern Analysis and Machine Intelligence 17, no. 5 (January 1, 1995): 512–17. https://doi.org/10.1109/34.391392.
Weinshall D, Tomasi C. Linear and Incremental Acquisition of Invariant Shape Models from Image Sequences. IEEE Transactions on Pattern Analysis and Machine Intelligence. 1995 Jan 1;17(5):512–7.
Weinshall, D., and C. Tomasi. “Linear and Incremental Acquisition of Invariant Shape Models from Image Sequences.” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 17, no. 5, Jan. 1995, pp. 512–17. Scopus, doi:10.1109/34.391392.
Weinshall D, Tomasi C. Linear and Incremental Acquisition of Invariant Shape Models from Image Sequences. IEEE Transactions on Pattern Analysis and Machine Intelligence. 1995 Jan 1;17(5):512–517.
Published In
IEEE Transactions on Pattern Analysis and Machine Intelligence
DOI
ISSN
0162-8828
Publication Date
January 1, 1995
Volume
17
Issue
5
Start / End Page
512 / 517
Related Subject Headings
- Artificial Intelligence & Image Processing
- 4611 Machine learning
- 4603 Computer vision and multimedia computation
- 0906 Electrical and Electronic Engineering
- 0806 Information Systems
- 0801 Artificial Intelligence and Image Processing