Research

For a complete list, please see recent publications by SIPLAB members on HW research portal, or see the SIPLAB staff page.

Recent publications

Heat method extensions for distance function estimation in planar and space domains
Belyaev, A. & Fayolle, P.-A., Jan 2026, In: Computer-Aided Design. 190, 103968.
Research output: Contribution to journal › Article › peer-review
Estimating Fog Parameters from a Sequence of Stereo Images
Ding, Y., Mota, J. F. C., Wallace, A. M. & Wang, S., 27 Oct 2025, (E-pub ahead of print) In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 11218959.
Research output: Contribution to journal › Article › peer-review
Graph Attention-Driven Bayesian Deep Unrolling for Dual-Peak Single-Photon Lidar Imaging
Choi, K., Koo, J., McLaughlin, S. & Halimi, A., 17 Oct 2025, (E-pub ahead of print) In: IEEE Transactions on Computational Imaging.
Research output: Contribution to journal › Article › peer-review
Interference Mitigation in Multibeam Satellite Networks as an Optimal Sublattice Problem
Lisi, F., Angeletti, P., Mota, J. F. C., Maurin, J., Legay, H. & Goussetis, G., 14 Oct 2025, (E-pub ahead of print) In: IEEE Transactions on Communications.
Research output: Contribution to journal › Article › peer-review
COMET: Co-Optimization of a CNN Model using Efficient-Hardware OBC Techniques
Chen, B., Khan, M. T., Goussetis, G., Sellathurai, M., Ding, Y. & Mota, J. F. C., 3 Oct 2025, arXiv.
Research output: Working paper › Preprint
A Minimalist Approach to HDR Image Compression with Applications to Low-Light Image Enhancement
Belyaev, A., Fayolle, P.-A., Yoshizawa, S. & Yokota, H., 26 Sept 2025, 19th International Conference on Machine Vision and Applications (MVA). IEEE, 11175100
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Hyperspectral Imaging at Scale with Parallel DNN-based Regularization in Radio Astronomy
Tang, C., Dabbech, A., Jackson, A. & Wiaux, Y., 22 Sept 2025, 2025 IEEE International Conference on Cluster Computing Workshops (CLUSTER Workshops). IEEE, 11164208
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Benchmarking Overlapped Subarrays in Direct Radiating Arrays for GEO Broadband Satellite Communication Systems
Pellet, M., Legay, H., Goussetis, G., Mota, J., Toso, G. & Angeletti, P., 19 Sept 2025, In: Applied Sciences. 15, 18, 10216.
Research output: Contribution to journal › Article › peer-review
Transfinite barycentric coordinates
Belyaev, A. G. & Fayolle, P.-A., 30 Oct 2017, Generalized Barycentric Coordinates in Computer Graphics and Computational Mechanics. CRC Press, p. 43-62 20 p.
Research output: Chapter in Book/Report/Conference proceeding › Chapter
Robust gait recognition via covariate factor mitigation
Whytock, T. P., Belyaev, A. & Robertson, N. M., 2014, 5th International Conference on Imaging for Crime Detection and Prevention 2013. Institution of Engineering and Technology
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Exact and interpolatory quadratures for curvature tensor estimation
Langer, T., Belyaev, A. & Seidel, H.-P., Nov 2007, In: Computer Aided Geometric Design. 24, 8-9, p. 443-463 21 p.
Research output: Contribution to journal › Article › peer-review
Skeleton-based variational mesh deformations
Yoshizawa, S., Belyaev, A. & Seidel, H.-P., Sept 2007, In: Computer Graphics Forum. 26, 3, p. 255-264 10 p.
Research output: Contribution to journal › Article › peer-review
Automatic 2D shape orientation by example
Saleem, W., Wang, D., Belyaev, A. & Seidel, H.-P., 16 Jul 2007, IEEE International Conference on Shape Modeling and Applications 2007. IEEE, p. 221-225 5 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Automatic generation of bas-reliefs from 3D shapes
Song, W., Belyaev, A. & Seidel, H.-P., 16 Jul 2007, IEEE International Conference on Shape Modeling and Applications 2007. IEEE, p. 211-214 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
On stochastic methods for surface reconstruction
Saleem, W., Schall, O., Patanè, G., Belyaev, A. & Seidel, H.-P., Jun 2007, In: Visual Computer. 23, 6, p. 381-395 15 p.
Research output: Contribution to journal › Article › peer-review
Error-guided adaptive Fourier-based surface reconstruction
Schall, O., Belyaev, A. & Seidel, H.-P., May 2007, In: CAD Computer Aided Design. 39, 5, p. 421-426 6 p.
Research output: Contribution to journal › Article › peer-review
Feature-preserving denoising of time-varying range data
Schall, O., Belyaev, A. & Seidel, H.-P., 30 Jul 2006, SIGGRAPH '06: ACM SIGGRAPH 2006 Sketches. Association for Computing Machinery, 1179919
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Towards stable and salient multi-view representation of 3D shapes
Yamauchi, H., Saleem, W., Yoshizawa, S., Karni, Z., Belyaev, A. & Seidel, H.-P., 26 Jun 2006, IEEE International Conference on Shape Modeling and Applications 2006. IEEE, p. 40 1 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
A composite approach to meshing scattered data
Ohtake, Y., Belyaev, A. & Seidel, H.-P., May 2006, In: Graphical Models. 68, 3, p. 255-267 13 p.
Research output: Contribution to journal › Article › peer-review
Adaptive fourier-based surface reconstruction
Schall, O., Belyaev, A. & Seidel, H.-P., 2006, Geometric Modeling and Processing. GMP 2006. Springer, p. 34-44 11 p. (Lecture Notes in Computer Science; vol. 4077).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Sparse surface reconstruction with adaptive partition of unity and radial basis functions
Ohtake, Y., Belyaev, A. & Seidel, H.-P., Jan 2006, In: Graphical Models. 68, 1, p. 15-24 10 p.
Research output: Contribution to journal › Article › peer-review
Robust filtering of noisy scattered point data
Schall, O., Belyaev, A. & Seidel, H.-P., 29 Aug 2005, Proceedings of the Eurographics/IEEE VGTC Symposium on Point-Based Graphics 2005. IEEE, p. 71-77 7 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
A moving mesh approach to stretch-minimizing mesh parameterization
Yoshizawa, S., Belyaev, A. & Seidel, H.-P., Jun 2005, In: International Journal of Shape Modeling. 11, 1, p. 25-42 18 p.
Research output: Contribution to journal › Article › peer-review
3D scattered data interpolation and approximation with multilevel compactly supported RBFs
Ohtake, Y., Belyaev, A. & Seidel, H.-P., May 2005, In: Graphical Models. 67, 3, p. 150-165 16 p.
Research output: Contribution to journal › Article › peer-review
Detection of surface creases in range data
Belyaev, A. & Anoshkina, E., 2005, Mathematics of Surfaces XI. Springer, p. 50-61 12 p. (Lecture Notes in Computer Science; vol. 3604).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Towards PDE-based image compression
Galić, I., Weickert, J., Welk, M., Bruhn, A., Belyaev, A. & Seidel, H.-P., 2005, Variational, Geometric, and Level Set Methods in Computer Vision. VLSM 2005. Springer, p. 37-48 12 p. (Lecture Notes in Computer Science; vol. 3752).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Ridge-valley lines on meshes via implicit surface fitting
Ohtake, Y., Belyaev, A. & Seidel, H.-P., 2004, In: ACM Transactions on Graphics. 23, 3, p. 609-612 4 p.
Research output: Contribution to journal › Conference article › peer-review
Interpolatory subdivision curves via diffusion of normals
Ohtake, Y., Belyaev, A. & Seidel, H.-P., 28 Jul 2003, Proceedings Computer Graphics International 2003. IEEE, p. 22-27 6 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Multi-level partition of unity implicits
Ohtake, Y., Belyaev, A., Alexa, M., Turk, G. & Seidel, H.-P., Jul 2003, In: ACM Transactions on Graphics. 22, 3, p. 463-470 8 p.
Research output: Contribution to journal › Article › peer-review
Free-form skeleton-driven mesh deformations
Yoshizawa, S., Belyaev, A. G. & Seidel, H.-P., 16 Jun 2003, SM '03: Proceedings of the eighth ACM symposium on Solid modeling and applications. Association for Computing Machinery, p. 247-253 7 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Dynamic mesh optimization for polygonized implicit surfaces with sharp features
Ohtake, Y., Belyaev, A. & Pasko, A., May 2003, In: Visual Computer. 19, 2-3, p. 115-126 12 p.
Research output: Contribution to journal › Article › peer-review
Mesh median filter for smoothing 3-D polygonal surfaces
Yagou, H., Belyaev, A. & Wei, D., 25 Feb 2003, 1st International Symposium on Cyber Worlds 2002. Peng, S., Yukita, S. & Savchenko, V. V. (eds.). IEEE, p. 488-495 8 p. 1180917
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
A simple approach to interactive free-form shape deformations
Yoshizawa, S., Belyaev, A. G. & Seidel, H.-P., 29 Jan 2003, 10th Pacific Conference on Computer Graphics and Applications 2002. Hu, S.-M., Shum, H.-Y. & Coquillart, S. (eds.). IEEE, p. 471-474 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
A skeleton-based approach for detection of perceptually salient features on polygonal surfaces
Hisada, M., Belyaev, A. G. & Kunii, T. L., Dec 2002, In: Computer Graphics Forum. 21, 4, p. 689-700 12 p.
Research output: Contribution to journal › Article › peer-review
Dual-primal mesh optimization for polygonized implicit surfaces with sharp features
Ohtake, Y. & Belyaev, A. G., Dec 2002, In: Journal of Computing and Information Science in Engineering. 2, 4, p. 277-284 8 p.
Research output: Contribution to journal › Article › peer-review
Fair triangle mesh generation with discrete elastica
Yoshizawa, S. & Belyaev, A. G., 7 Nov 2002, Geometric Modeling and Processing 2002: Theory and Applications. Suzuki, H. & Martin, R. (eds.). IEEE, p. 119-123 5 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Dynamic meshes for accurate polygonization of implicit surfaces with sharp features
Ohtake, Y., Belyaev, A. & Pasko, A., 7 Aug 2002, Proceedings International Conference on Shape Modeling and Applications. IEEE, p. 74-81 8 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Dual/primal mesh optimization for polygonized implicit surfaces
Ohtake, Y. & Belyaev, A. G., 17 Jun 2002, SMA '02: Proceedings of the seventh ACM symposium on Solid modeling and applications. Association for Computing Machinery, p. 171-178 8 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Nonlinear diffusion of normals for crease enhancement
Belyaev, A. & Ohtake, Y., 2 Nov 2001, In: Proceedings of SPIE. 4476, p. 42-47 6 p.
Research output: Contribution to journal › Conference article › peer-review
Mesh regularization and adaptive smoothing
Ohtake, Y., Belyaev, A. & Bogaevski, I., 14 Sept 2001, In: CAD Computer Aided Design. 33, 11, p. 789-800 12 p.
Research output: Contribution to journal › Article › peer-review
Detection of salient curvature features on polygonal surfaces
Watanabe, K. & Belyaev, A. G., 3 Sept 2001, In: Computer Graphics Forum. 20, 3, p. 385-392 8 p.
Research output: Contribution to journal › Article › peer-review
Mesh optimization for polygonized isosurfaces
Ohtake, Y. & Belyaev, A. G., 3 Sept 2001, In: Computer Graphics Forum. 20, 3, p. 368-376 9 p.
Research output: Contribution to journal › Article › peer-review
On evolute cusps and skeleton bifurcations
Belyaev, A. & Yoshizawa, S., 7 Aug 2001, Proceedings International Conference on Shape Modeling and Applications 2001. IEEE, p. 134-141 8 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Averaging in a perforated domain with an oscillating third boundary condition
Belyaev, A. G., Pyatnitskiǐ, A. L. & Chechkin, G. A., 2001, In: Sbornik Mathematics. 192, 7-8, p. 933-949 17 p.
Research output: Contribution to journal › Article › peer-review
Detection of ridges and ravines on range images and triangular meshes
Belyaev, A., Ohtake, Y. & Abe, K., 23 Oct 2000, In: Proceedings of SPIE. 4117, p. 146-154 9 p.
Research output: Contribution to journal › Conference article › peer-review
Visualization and study of dynamic 2D shapes via curvature
Yoshizawa, S. & Belyaev, A., Oct 2000, Multimedia Modeling: Modeling Multimedia Information and Systems. Hashimoto, S. (ed.). World Scientific Publishing, p. 469-489 21 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Effective membrane permeability: Estimates and low concentration asymptotics
Belyaev, A. G., Chechkin, G. A. & Gadyl'shin, R. R., Jan 1999, In: SIAM Journal on Applied Mathematics. 60, 1, p. 84-108 25 p.
Research output: Contribution to journal › Article › peer-review
Nonlinear spline generation with curve evolutions driven by curvature
Belyaev, A. G., Anoshkina, E. V. & Yoshizawa, S., 1999, Proceedings Shape Modeling International '99. IEEE, p. 146-153 8 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Ridges and ravines on a surface and segmentation of range images
Belyaev, A. G., Bogaevski, I. A. & Kunii, T. L., 20 Oct 1997, In: Proceedings of SPIE. 3168, p. 106-114 9 p.
Research output: Contribution to journal › Conference article › peer-review
Fast algorithms for ridge detection
Lang, V., Belyaev, A. G., Bogaevski, I. A. & Kunii, T. L., 1997, Proceedings of 1997 International Conference on Shape Modeling and Applications. IEEE, p. 189-197 9 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution