Source code and data set for the paper: A neural network for recovering 3D shape from erroneous and few depth maps of shaded images The following is the link to source code of our paper https://www.researchgate.net/publication/272941343_MV-SPRNN_0.1 The directory includes the documentation and java source code in a project structure that can be easily opened using a java IDE such as IntelliJ. For derivative works, please don't forget to cite our works shown in the references.. We plan to host the code at Github later for collaborative work. Feel free to contact us for further discussion and collaboration:
[email protected] http://www.sciencedirect.com/science/article/pii/S0167865503002526 https://www.researchgate.net/publication/222433232_A_neural_network_for_recovering_3D_shape_f rom_erroneous_and_few_depth_maps_of_shaded_images
References: Fanany, M. I., Kumazawa, I., “A Neural Network for Recovering 3D Shape from Erroneous and Few Depth Maps,” Pattern Recognition Letters Journal, Elsevier Science, Volume 25, Issue 4, Pages 377-389 (March 2004). This paper is selected as one of the most downloaded articles in Pattern Recognition Letters, January - March 2004. Fanany, M.I., Kumazawa, I., ”Multiple-View Shape Extraction from Shading as Local Regression by Analytic NN Scheme,” Mathematical and Computer Modelling Journal, Elsevier Science, Volume 40, Issues 9-10, Pages 923-1156 (November 2004) Fanany, M.I., Kumazawa, I., ”SA-Optimized Hierarchical 3D reconstruction NN,” Proceeding of the Twelfth IASTED International Conference on Applied and Simulation Modelling, ASM 2003, pp.495-500, Marbella, Spain, September 3-5, 2003. Fanany, M.I., Kumazawa, I., ”SA-Optimized of Multiple-View Smooth Polyhedron Representation NN,” Discovery Science, Springer Lecture Notes on Artificial Intelligence 2843, pp. 306-310, Sapporo, Hokkaido, Japan, 2003. Fanany, M.I., Kumazawa, I., ”Analysis of Shape from Shading Algorithms for Fast and Realistic 3D Face Reconstruction,” Proceedings of IEEE, Asia Pacific Conference on Circuit and Systems, APCCAS 2002, pp. 181-185, Singapore, December 16-18, 2002. Fanany, M.I., Ohno, M., Kumazawa, I., ”A Scheme for Reconstructing Face from Shading Using Smooth Projected Polygon NN,” Proceedings of IEEE, International Conference on Image Processing, ICIP 2002, pp. 305-308, Rochester, New York, USA, September 22-25, 2002. Fanany, M.I., Ohno, M., Kumazawa, I., ”Face Reconstruction from Shading Using Smooth Projected Polygon Representation Neural Network,” Proceedings of IAPR and CIPPRS, the 15th International Conference on Vision Interface, pp. 308-313, University of Calgary, Canada, May 27-29, 2002.
