![Bailin Deng](https://profiles-cardiff.imgix.net/attachments/1568?w=200&h=200&auto=format&crop=faces&fit=crop&q=90")
Dr Bailin Deng
(Translated he/him)
Uwch Ddarlithydd
Yr Ysgol Cyfrifiadureg a Gwybodeg
- DengB3@caerdydd.ac.uk
- +44 29208 74591
- Abacws, Ystafell 3.05, Ffordd Senghennydd, Cathays, Caerdydd, CF24 4AG
- Ar gael fel goruchwyliwr ôl-raddedig
Trosolwyg
I am a lecturer in the School of Computer Science and Informatics, and a member of the Visual Computing Research Group. I work on digital design tools and shape optimization techniques that facilitate manufacturing, with applications such as freeform architectural design and digital fabrication.
More information can be found on my personal webpage.
Cyhoeddiad
2024
- Xu, Q., Yang, Y. and Deng, B. 2024. Point cloud denoising using a generalized error metric. Graphical Models 133, article number: 101216. (10.1016/j.gmod.2024.101216)
- Xu, Y., Liu, B., Tang, H., Deng, B. and He, S. 2024. Learning with unreliability: Fast few-shot Voxel radiance fields with relative geometric consistency. Presented at: The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024, Seattle, 17 June - 21 June 2024.
2023
- Liang, Y., Deng, B., Liu, W., Qin, J. and He, S. 2023. Monocular depth estimation for glass walls with context: a new dataset and method. IEEE Transactions on Pattern Analysis and Machine Intelligence 45(12), pp. 15081-15097. (10.1109/TPAMI.2023.3308551)
- Deng, Z., Liu, Y., Pan, H., Jabi, W., Zhang, J. and Deng, B. 2023. Sketch2PQ: freeform planar quadrilateral mesh design via a single sketch. IEEE Transactions on Visualization and Computer Graphics 29(9), pp. 3826-3839. (10.1109/TVCG.2022.3170853)
- Yao, Y., Deng, B., Xu, W. and Zhang, J. 2023. Fast and robust non-rigid registration using accelerated majorization-minimization. IEEE Transactions on Pattern Analysis and Machine Intelligence 45(8), pp. 9681-9698. (10.1109/TPAMI.2023.3247603)
- Chen, R., Qiu, P., Song, P., Deng, B., Wang, Z. and He, Y. 2023. Masonry shell structures with discrete equivalence classes. ACM Transactions on Graphics 42(4), article number: 115. (10.1145/3592095)
- Ouyang, W., Tao, J., Milzarek, A. and Deng, B. 2023. Nonmonotone globalization for Anderson acceleration via adaptive regularization. Journal of Scientific Computing 96(5) (10.1007/s10915-023-02231-4)
- Xiao, D., Shi, Z., Li, S., Deng, B. and Wang, B. 2023. Point normal orientation and surface reconstruction by incorporating isovalue constraints to Poisson equation. Computer Aided Geometric Design 103, article number: 102195. (10.1016/j.cagd.2023.102195)
- Feng, W., Cai, H., Hou, J., Deng, B. and Zhang, J. 2023. Differentiable deformation graph-based neural non-rigid registration. Communications in Mathematics and Statistics 11, pp. 151-167. (10.1007/s40304-023-00341-x)
- Zhu, X., Pan, Y., Deng, B. and Wang, B. 2023. Efficient multi-view inverse rendering using a hybrid differentiable rendering method. Presented at: International Joint Conferences on Artificial Intelligence, Macao, 19-25 August 2023Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence
2022
- Wu, Z. et al. 2022. Make your own sprites: Aliasing-aware and cell-controllable pixelization. ACM Transactions on Graphics 41(6), article number: 193. (10.1145/3550454.3555482)
- Xia, Q., Zhang, J., Fang, Z., Li, J., Zhang, M., Deng, B. and He, Y. 2022. GeodesicEmbedding (GE): a high-dimensional embedding approach for fast geodesic distance queries. IEEE Transactions on Visualization and Computer Graphics 28(12), pp. 4930-4939. (10.1109/TVCG.2021.3109975)
- Zhong, Z., Chai, L., Zhou, Y., Deng, B., Pan, J. and He, S. 2022. Faithful extreme rescaling via generative prior reciprocated invertible representations. Presented at: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, Louisiana, United States, 21-24 June 20222022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE pp. 5698-5707., (10.1109/CVPR52688.2022.00562)
- Zhang, J., Yao, Y. and Deng, B. 2022. Fast and robust iterative closest point. IEEE Transactions on Pattern Analysis and Machine Intelligence 44(7), pp. 3450-3466. (10.1109/TPAMI.2021.3054619)
- Deng, B., Yao, Y., Dyke, R. M. and Zhang, J. 2022. A survey of non-rigid 3D registration. Computer Graphics Forum 41(2), pp. 559-589. (10.1111/cgf.14502)
- Xu, Y., Deng, B., Wang, J., Jing, Y., Pan, J. and He, S. 2022. High-resolution face swapping via latent semantics disentanglement. Presented at: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, USA, 21 - 24 June 2022Proceedings IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, (10.1109/CVPR52688.2022.00749)
2021
- Guo, Y., Zhang, J., Chen, Y., Cai, H., Huang, Z. and Deng, B. 2021. Real-time face view correction for front-facing cameras. Computational Visual Media 7, pp. 437-452. (10.1007/s41095-021-0215-y)
- Tao, J., Zhang, J., Deng, B., Fang, Z., Peng, Y. and He, Y. 2021. Parallel and scalable heat methods for geodesic distance computation. IEEE Transactions on Pattern Analysis and Machine Intelligence 43(2), pp. 579-594. (10.1109/TPAMI.2019.2933209)
- Deng, Z., Yao, Y., Deng, B. and Zhang, J. 2021. A robust loss for point cloud registration. Presented at: 2021 IEEE/CVF International Conference on Computer Vision (ICCV), Virtual, 11-17 October 20212021 IEEE/CVF International Conference on Computer Vision (ICCV).
2020
- Corcoran, P. and Deng, B. 2020. Regularization of persistent homology gradient computation. Presented at: Topological Data Analysis and Beyond Workshop, Virtual, 11 December 2020.
- Jiang, L., Zhang, J. and Deng, B. 2020. Robust RGB-D face recognition using attribute-aware loss. IEEE Transactions on Pattern Analysis and Machine Intelligence 42(10), pp. 2552-2566. (10.1109/TPAMI.2019.2919284)
- Ouyang, W., Peng, Y., Yao, Y., Zhang, J. and Deng, B. 2020. Anderson acceleration for nonconvex ADMM based on Douglas-Rachford splitting. Computer Graphics Forum 39(5), pp. 221-239.
- Wang, X., Guo, Y., Deng, B. and Zhang, J. 2020. Lightweight photometric stereo for facial details recovery. Presented at: Conference on Computer Vision and Pattern Recognition (CVPR 2020), Seattle, Washington, USA, 16-18 June 20202020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE pp. 737-746., (10.1109/CVPR42600.2020.00082)
- Yao, Y., Deng, B., Xu, W. and Zhang, J. 2020. Quasi-newton solver for robust non-rigid registration. Presented at: Conference on Computer Vision and Pattern Recognition (CVPR 2020), Seattle, Washington, USA, 16-18 June 20202020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE pp. 7597-7606., (10.1109/CVPR42600.2020.00762)
2019
- Zhang, J., Peng, Y., Ouyang, W. and Deng, B. 2019. Accelerating ADMM for efficient simulation and optimization. ACM Transactions on Graphics 38(6), article number: 163. (10.1145/3355089.3356491)
- Tang, K., Song, P., Wang, X., Deng, B., Fu, C. and Liu, L. 2019. Computational design of steady 3D dissection puzzles. Computer Graphics Forum 38(2), pp. 291-303. (10.1111/cgf.13638)
- Zhang, J., Deng, B., Hong, Y., Peng, Y., Qin, W. and Liu, L. 2019. Static/dynamic filtering for mesh geometry. IEEE Transactions on Visualization and Computer Graphics 25(4), pp. 1774-1787. (10.1109/TVCG.2018.2816926)
- Tao, J., Deng, B. and Zhang, J. 2019. A fast numerical solver for local barycentric coordinates. Computer Aided Geometric Design 70, pp. 46-58. (10.1016/j.cagd.2019.04.006)
2018
- Xu, Q., Deng, B. and Yang, Y. 2018. Ellipsoid packing structures on freeform surfaces. Computer Graphics Forum 37(7), pp. 87-95. (10.1111/cgf.13550)
- Peng, Y., Deng, B., Zhang, J., Geng, F., Qin, W. and Liu, L. 2018. Anderson acceleration for geometry optimization and physics simulation. ACM Transactions on Graphics 37(4), article number: 42. (10.1145/3197517.3201290)
- Jiang, L., Zhang, J., Deng, B., Li, H. and Liu, L. 2018. 3D face reconstruction with geometry details from a single image. IEEE Transactions on Image Processing 27(10), pp. 4756-4770. (10.1109/TIP.2018.2845697)
2017
- Wang, T., Trujillo, O. E., Chang, W. and Deng, B. 2017. Encoding bamboo’s nature for freeform structure design. International Journal of Architectural Computing 15(2), pp. 169-182. (10.1177/1478077117714943)
2016
- Song, P., Deng, B., Wang, Z., Dong, Z., Li, W., Fu, C. and Liu, L. 2016. CofiFab: coarse-to-fine fabrication of large 3D objects. ACM Transactions on Graphics 35(4), article number: 45. (10.1145/2897824.2925876)
- Konaković, M., Crane, K., Deng, B., Bouaziz, S., Piker, D. and Pauly, M. 2016. Beyond developable: computational design and fabrication with auxetic materials. ACM Transactions on Graphics 35(4), article number: 89. (10.1145/2897824.2925944)
2015
- Zhang, W., Deng, B., Zhang, J., Bouaziz, S. and Liu, L. 2015. Guided mesh normal filtering. Computer Graphics Forum 34(7), pp. 23-34. (10.1111/cgf.12742)
- Deng, B., Bouaziz, S., Deuss, M., Kaspar, A., Schwartzburg, Y. and Pauly, M. 2015. Interactive design exploration for constrained meshes. Computer-Aided Design 61, pp. 13-23.
- Deuss, M., Deleuran, A. H., Bouaziz, S., Deng, B., Piker, D. and Pauly, M. 2015. ShapeOp—A robust and extensible geometric modelling paradigm. In: Ramsgaard Thomsen, M. et al. eds. Modelling Behaviour: Design Modelling Symposium 2015. Springer, pp. 505-515., (10.1007/978-3-319-24208-8_42)
- Kaspar, A. and Deng, B. 2015. Real-time deformation of constrained meshes using GPU. In: Cai, Y. and See, S. eds. GPU Computing and Applications. Springer, pp. 15-34., (10.1007/978-981-287-134-3_2)
2014
- Zhang, J., Deng, B., Liu, Z., Patanè, G., Bouaziz, S., Hormann, K. and Liu, L. 2014. Local barycentric coordinates. ACM Transactions on Graphics 33(6), article number: 188. (10.1145/2661229.2661255)
- Zou, Q., Zhang, J., Deng, B. and Zhao, J. 2014. Iso-level tool path planning for free-form surfaces. Computer-Aided Design 53, pp. 117-125. (10.1016/j.cad.2014.04.006)
- Garg, A., Sageman-Furnas, A. O., Deng, B., Yue, Y., Grinspun, E., Pauly, M. and Wardetzky, M. 2014. Wire mesh design. ACM Transactions on Graphics 33(4), article number: 66. (10.1145/2601097.2601106)
2013
- Deng, B., Bouaziz, S., Deuss, M., Zhang, J., Schwartzburg, Y. and Pauly, M. 2013. Exploring Local Modifications for Constrained Meshes. Computer graphics forum 32(2pt1), pp. 11-20. (10.1111/cgf.12021)
- Yang, Y., Zeng, W., Yang, C., Deng, B., Meng, X. and Sitharama Iyengar, S. 2013. An algorithm to improve parameterizations of rational Bézier surfaces using rational bilinear reparameterization. Computer-Aided Design 45(3), pp. 628-638. (10.1016/j.cad.2012.10.048)
2012
- Yang, Y., Zeng, W., Yang, C., Meng, X., Yong, J. and Deng, B. 2012. G1 continuous approximate curves on NURBS surfaces. Computer-Aided Design 44(9), pp. 824-834. (10.1016/j.cad.2012.04.004)
2011
- Deng, B., Pottmann, H. and Wallner, J. 2011. Functional webs for freeform architecture. Computer graphics forum 30(5), pp. 1369-1378. (10.1111/j.1467-8659.2011.02011.x)
2010
- Wallner, J. et al. 2010. Tiling freeform shapes with straight panels: algorithmic methods. In: Ceccato, C. et al. eds. Advances in Architectural Geometry 2010. New York, USA: SpringerWein, pp. 73-86.
- Pottmann, H., Huang, Q., Deng, B., Schiftner, A., Kilian, M., Guibas, L. and Wallner, J. 2010. Geodesic patterns. Presented at: ACM SIGGRAPH 2010, Los Angeles, CA, USA, 26-30 July 2010ACM SIGGRAPH 2010 papers, Vol. 29. Vol. 4. USA: Association for Computing Machinery pp. 43., (10.1145/1778765.1778780)
- Pottmann, H., Huang, Q., Deng, B., Schiftner, A., Kilian, M., Guibas, L. and Wallner, J. 2010. Geodesic patterns. ACM Transactions on Graphics 29(4), article number: 43. (10.1145/1778765.1778780)
2009
- Yong, J., Deng, B., Cheng, F., Wang, B., Wu, K. and Gu, H. 2009. Removing local irregularities of triangular meshes with highlight line models. Science in China Series F: Information Sciences 52(3), pp. 418-430. (10.1007/s11432-009-0060-6)
Articles
- Xu, Q., Yang, Y. and Deng, B. 2024. Point cloud denoising using a generalized error metric. Graphical Models 133, article number: 101216. (10.1016/j.gmod.2024.101216)
- Liang, Y., Deng, B., Liu, W., Qin, J. and He, S. 2023. Monocular depth estimation for glass walls with context: a new dataset and method. IEEE Transactions on Pattern Analysis and Machine Intelligence 45(12), pp. 15081-15097. (10.1109/TPAMI.2023.3308551)
- Deng, Z., Liu, Y., Pan, H., Jabi, W., Zhang, J. and Deng, B. 2023. Sketch2PQ: freeform planar quadrilateral mesh design via a single sketch. IEEE Transactions on Visualization and Computer Graphics 29(9), pp. 3826-3839. (10.1109/TVCG.2022.3170853)
- Yao, Y., Deng, B., Xu, W. and Zhang, J. 2023. Fast and robust non-rigid registration using accelerated majorization-minimization. IEEE Transactions on Pattern Analysis and Machine Intelligence 45(8), pp. 9681-9698. (10.1109/TPAMI.2023.3247603)
- Chen, R., Qiu, P., Song, P., Deng, B., Wang, Z. and He, Y. 2023. Masonry shell structures with discrete equivalence classes. ACM Transactions on Graphics 42(4), article number: 115. (10.1145/3592095)
- Ouyang, W., Tao, J., Milzarek, A. and Deng, B. 2023. Nonmonotone globalization for Anderson acceleration via adaptive regularization. Journal of Scientific Computing 96(5) (10.1007/s10915-023-02231-4)
- Xiao, D., Shi, Z., Li, S., Deng, B. and Wang, B. 2023. Point normal orientation and surface reconstruction by incorporating isovalue constraints to Poisson equation. Computer Aided Geometric Design 103, article number: 102195. (10.1016/j.cagd.2023.102195)
- Feng, W., Cai, H., Hou, J., Deng, B. and Zhang, J. 2023. Differentiable deformation graph-based neural non-rigid registration. Communications in Mathematics and Statistics 11, pp. 151-167. (10.1007/s40304-023-00341-x)
- Wu, Z. et al. 2022. Make your own sprites: Aliasing-aware and cell-controllable pixelization. ACM Transactions on Graphics 41(6), article number: 193. (10.1145/3550454.3555482)
- Xia, Q., Zhang, J., Fang, Z., Li, J., Zhang, M., Deng, B. and He, Y. 2022. GeodesicEmbedding (GE): a high-dimensional embedding approach for fast geodesic distance queries. IEEE Transactions on Visualization and Computer Graphics 28(12), pp. 4930-4939. (10.1109/TVCG.2021.3109975)
- Zhang, J., Yao, Y. and Deng, B. 2022. Fast and robust iterative closest point. IEEE Transactions on Pattern Analysis and Machine Intelligence 44(7), pp. 3450-3466. (10.1109/TPAMI.2021.3054619)
- Deng, B., Yao, Y., Dyke, R. M. and Zhang, J. 2022. A survey of non-rigid 3D registration. Computer Graphics Forum 41(2), pp. 559-589. (10.1111/cgf.14502)
- Guo, Y., Zhang, J., Chen, Y., Cai, H., Huang, Z. and Deng, B. 2021. Real-time face view correction for front-facing cameras. Computational Visual Media 7, pp. 437-452. (10.1007/s41095-021-0215-y)
- Tao, J., Zhang, J., Deng, B., Fang, Z., Peng, Y. and He, Y. 2021. Parallel and scalable heat methods for geodesic distance computation. IEEE Transactions on Pattern Analysis and Machine Intelligence 43(2), pp. 579-594. (10.1109/TPAMI.2019.2933209)
- Jiang, L., Zhang, J. and Deng, B. 2020. Robust RGB-D face recognition using attribute-aware loss. IEEE Transactions on Pattern Analysis and Machine Intelligence 42(10), pp. 2552-2566. (10.1109/TPAMI.2019.2919284)
- Ouyang, W., Peng, Y., Yao, Y., Zhang, J. and Deng, B. 2020. Anderson acceleration for nonconvex ADMM based on Douglas-Rachford splitting. Computer Graphics Forum 39(5), pp. 221-239.
- Zhang, J., Peng, Y., Ouyang, W. and Deng, B. 2019. Accelerating ADMM for efficient simulation and optimization. ACM Transactions on Graphics 38(6), article number: 163. (10.1145/3355089.3356491)
- Tang, K., Song, P., Wang, X., Deng, B., Fu, C. and Liu, L. 2019. Computational design of steady 3D dissection puzzles. Computer Graphics Forum 38(2), pp. 291-303. (10.1111/cgf.13638)
- Zhang, J., Deng, B., Hong, Y., Peng, Y., Qin, W. and Liu, L. 2019. Static/dynamic filtering for mesh geometry. IEEE Transactions on Visualization and Computer Graphics 25(4), pp. 1774-1787. (10.1109/TVCG.2018.2816926)
- Tao, J., Deng, B. and Zhang, J. 2019. A fast numerical solver for local barycentric coordinates. Computer Aided Geometric Design 70, pp. 46-58. (10.1016/j.cagd.2019.04.006)
- Xu, Q., Deng, B. and Yang, Y. 2018. Ellipsoid packing structures on freeform surfaces. Computer Graphics Forum 37(7), pp. 87-95. (10.1111/cgf.13550)
- Peng, Y., Deng, B., Zhang, J., Geng, F., Qin, W. and Liu, L. 2018. Anderson acceleration for geometry optimization and physics simulation. ACM Transactions on Graphics 37(4), article number: 42. (10.1145/3197517.3201290)
- Jiang, L., Zhang, J., Deng, B., Li, H. and Liu, L. 2018. 3D face reconstruction with geometry details from a single image. IEEE Transactions on Image Processing 27(10), pp. 4756-4770. (10.1109/TIP.2018.2845697)
- Wang, T., Trujillo, O. E., Chang, W. and Deng, B. 2017. Encoding bamboo’s nature for freeform structure design. International Journal of Architectural Computing 15(2), pp. 169-182. (10.1177/1478077117714943)
- Song, P., Deng, B., Wang, Z., Dong, Z., Li, W., Fu, C. and Liu, L. 2016. CofiFab: coarse-to-fine fabrication of large 3D objects. ACM Transactions on Graphics 35(4), article number: 45. (10.1145/2897824.2925876)
- Konaković, M., Crane, K., Deng, B., Bouaziz, S., Piker, D. and Pauly, M. 2016. Beyond developable: computational design and fabrication with auxetic materials. ACM Transactions on Graphics 35(4), article number: 89. (10.1145/2897824.2925944)
- Zhang, W., Deng, B., Zhang, J., Bouaziz, S. and Liu, L. 2015. Guided mesh normal filtering. Computer Graphics Forum 34(7), pp. 23-34. (10.1111/cgf.12742)
- Deng, B., Bouaziz, S., Deuss, M., Kaspar, A., Schwartzburg, Y. and Pauly, M. 2015. Interactive design exploration for constrained meshes. Computer-Aided Design 61, pp. 13-23.
- Zhang, J., Deng, B., Liu, Z., Patanè, G., Bouaziz, S., Hormann, K. and Liu, L. 2014. Local barycentric coordinates. ACM Transactions on Graphics 33(6), article number: 188. (10.1145/2661229.2661255)
- Zou, Q., Zhang, J., Deng, B. and Zhao, J. 2014. Iso-level tool path planning for free-form surfaces. Computer-Aided Design 53, pp. 117-125. (10.1016/j.cad.2014.04.006)
- Garg, A., Sageman-Furnas, A. O., Deng, B., Yue, Y., Grinspun, E., Pauly, M. and Wardetzky, M. 2014. Wire mesh design. ACM Transactions on Graphics 33(4), article number: 66. (10.1145/2601097.2601106)
- Deng, B., Bouaziz, S., Deuss, M., Zhang, J., Schwartzburg, Y. and Pauly, M. 2013. Exploring Local Modifications for Constrained Meshes. Computer graphics forum 32(2pt1), pp. 11-20. (10.1111/cgf.12021)
- Yang, Y., Zeng, W., Yang, C., Deng, B., Meng, X. and Sitharama Iyengar, S. 2013. An algorithm to improve parameterizations of rational Bézier surfaces using rational bilinear reparameterization. Computer-Aided Design 45(3), pp. 628-638. (10.1016/j.cad.2012.10.048)
- Yang, Y., Zeng, W., Yang, C., Meng, X., Yong, J. and Deng, B. 2012. G1 continuous approximate curves on NURBS surfaces. Computer-Aided Design 44(9), pp. 824-834. (10.1016/j.cad.2012.04.004)
- Deng, B., Pottmann, H. and Wallner, J. 2011. Functional webs for freeform architecture. Computer graphics forum 30(5), pp. 1369-1378. (10.1111/j.1467-8659.2011.02011.x)
- Pottmann, H., Huang, Q., Deng, B., Schiftner, A., Kilian, M., Guibas, L. and Wallner, J. 2010. Geodesic patterns. ACM Transactions on Graphics 29(4), article number: 43. (10.1145/1778765.1778780)
- Yong, J., Deng, B., Cheng, F., Wang, B., Wu, K. and Gu, H. 2009. Removing local irregularities of triangular meshes with highlight line models. Science in China Series F: Information Sciences 52(3), pp. 418-430. (10.1007/s11432-009-0060-6)
Book sections
- Deuss, M., Deleuran, A. H., Bouaziz, S., Deng, B., Piker, D. and Pauly, M. 2015. ShapeOp—A robust and extensible geometric modelling paradigm. In: Ramsgaard Thomsen, M. et al. eds. Modelling Behaviour: Design Modelling Symposium 2015. Springer, pp. 505-515., (10.1007/978-3-319-24208-8_42)
- Kaspar, A. and Deng, B. 2015. Real-time deformation of constrained meshes using GPU. In: Cai, Y. and See, S. eds. GPU Computing and Applications. Springer, pp. 15-34., (10.1007/978-981-287-134-3_2)
- Wallner, J. et al. 2010. Tiling freeform shapes with straight panels: algorithmic methods. In: Ceccato, C. et al. eds. Advances in Architectural Geometry 2010. New York, USA: SpringerWein, pp. 73-86.
Conferences
- Xu, Y., Liu, B., Tang, H., Deng, B. and He, S. 2024. Learning with unreliability: Fast few-shot Voxel radiance fields with relative geometric consistency. Presented at: The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024, Seattle, 17 June - 21 June 2024.
- Zhu, X., Pan, Y., Deng, B. and Wang, B. 2023. Efficient multi-view inverse rendering using a hybrid differentiable rendering method. Presented at: International Joint Conferences on Artificial Intelligence, Macao, 19-25 August 2023Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence
- Zhong, Z., Chai, L., Zhou, Y., Deng, B., Pan, J. and He, S. 2022. Faithful extreme rescaling via generative prior reciprocated invertible representations. Presented at: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, Louisiana, United States, 21-24 June 20222022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE pp. 5698-5707., (10.1109/CVPR52688.2022.00562)
- Xu, Y., Deng, B., Wang, J., Jing, Y., Pan, J. and He, S. 2022. High-resolution face swapping via latent semantics disentanglement. Presented at: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, USA, 21 - 24 June 2022Proceedings IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, (10.1109/CVPR52688.2022.00749)
- Deng, Z., Yao, Y., Deng, B. and Zhang, J. 2021. A robust loss for point cloud registration. Presented at: 2021 IEEE/CVF International Conference on Computer Vision (ICCV), Virtual, 11-17 October 20212021 IEEE/CVF International Conference on Computer Vision (ICCV).
- Corcoran, P. and Deng, B. 2020. Regularization of persistent homology gradient computation. Presented at: Topological Data Analysis and Beyond Workshop, Virtual, 11 December 2020.
- Wang, X., Guo, Y., Deng, B. and Zhang, J. 2020. Lightweight photometric stereo for facial details recovery. Presented at: Conference on Computer Vision and Pattern Recognition (CVPR 2020), Seattle, Washington, USA, 16-18 June 20202020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE pp. 737-746., (10.1109/CVPR42600.2020.00082)
- Yao, Y., Deng, B., Xu, W. and Zhang, J. 2020. Quasi-newton solver for robust non-rigid registration. Presented at: Conference on Computer Vision and Pattern Recognition (CVPR 2020), Seattle, Washington, USA, 16-18 June 20202020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE pp. 7597-7606., (10.1109/CVPR42600.2020.00762)
- Pottmann, H., Huang, Q., Deng, B., Schiftner, A., Kilian, M., Guibas, L. and Wallner, J. 2010. Geodesic patterns. Presented at: ACM SIGGRAPH 2010, Los Angeles, CA, USA, 26-30 July 2010ACM SIGGRAPH 2010 papers, Vol. 29. Vol. 4. USA: Association for Computing Machinery pp. 43., (10.1145/1778765.1778780)
- Deng, B., Bouaziz, S., Deuss, M., Kaspar, A., Schwartzburg, Y. and Pauly, M. 2015. Interactive design exploration for constrained meshes. Computer-Aided Design 61, pp. 13-23.
Ymchwil
Fy mhrif ddiddordeb ymchwil yw dadansoddi a phrosesu geometreg 3D, gan gynnwys:
- Offer dylunio cyfrifiadurol ar gyfer pensaernïaeth freeform a saernïo digidol
- technegau prosesu data 3D, megis gwadu, hidlo a chofrestru
- Modelu wynebau dynol a chydnabyddiaeth gan ddefnyddio delweddau RGB a RGB-D
- Algorithmau rhifiadol effeithlon ar gyfer prosesu geometreg 3D ac efelychu ffisegol
Mae fy ngwaith wedi cael ei gyhoeddi yn y venws uchaf ar gyfer cyfrifiadura gweledol, gan gynnwys ACM SIGGRAPH, ACM SIGGRAPH Asia, IEEE TIP, ac IEEE TPAMI. Rwy'n derbyn y Wobr Papur Gorau yn GMP 2019.
Mae codau ffynhonnell ar gyfer fy ngwaith ymchwil yn cael eu rhyddhau ar fy nhudalen github.
Rwyf wedi gwasanaethu ar bwyllgorau rhaglen gwahanol gynadleddau rhyngwladol, gan gynnwys:
- Symposiwm ar Fodelu Solid a Ffisegol (SPM): 2019/2020/2021/2022/2023
- Datblygiadau mewn Geometreg Bensaernïol: 2016/2018/2020/2023
- Cynhadledd Cyfryngau Gweledol Cyfrifiadurol: 2019/2022/2023
- Briff a Posteri Technegol Asia SIGGRAPH: 2016/2017/2018/2019
- Cynhadledd Ryngwladol ar Dylunio â Chymorth Cyfrifiadur a Graffeg Gyfrifiadurol (CAD / CG): 2021/2023
- Cynhadledd Ryngwladol ar Theori a Chymwysiadau Graffeg Cyfrifiadurol (GRAPP): 2017/2018/2019
- Graffeg Môr Tawel: 2018
- Cynhadledd Ryngwladol ar Fodelu a Phrosesu Geometrig (GMP): 2018
- Modelu Siâp Rhyngwladol (SMI): 2016
Gwasanaethais fel Cadeirydd Cyswllt GRAPP 2023 a 2024, a Chadeirydd Rhaglen Gynadledda Pacific Graphics 2022.
Yn 2018, cefais athro gwadd ym Mhrifysgol Gwyddoniaeth a Thechnoleg Tsieina, i gydweithio â'r Labordy Graffeg a Chyfrifiadura Geometrig.
Prosiectau Ymchwil a Ariennir
- Dylunio Aml-gydraniad Effeithlon ar gyfer Modelu seiliedig Constraint. Y Gymdeithas Frenhinol, 03/2020-03/2022, PI (gyda Dr Yukun Lai o Brifysgol Caerdydd a Dr Amir Vaxman o Brifysgol Utrecht)
Addysgu
Prifysgol Caerdydd
- Cyfeiriadedd gwrthrych, algorithmau a strwythurau data: 2018-Nawr
- Dylunio Cyfrifiadurol ar gyfer Ffabrigo: 2019-Nawr
- Algorithmau a Strwythurau Data: 2017-2018
- Dosbarthu a Chyfrifiadura Cwmwl: 2017
Prifysgol Hull
- Graffeg Amser Real: 2015
EPFL
- Prosesu Geometreg 3D Digidol: 2013
Bywgraffiad
Education and qualifications
- 2011: Dr.techn. in Technical Mathematics, Vienna University of Technology
- 2008: MSc in Computer Science, Tsinghua University
- 2005: BEng in Computer Software, Tsinghua University
Career overview
- 2017-present: Lecturer, Cardiff University
- 2015-2017: Lecturer, School of Engineering and Computer Science, University of Hull
- 2012-2015: Postdoctoral Researcher, Computer Graphics and Geometry Laboratory, EPFL
Anrhydeddau a dyfarniadau
- Gwobr Papur Gorau, GMP 2019
Aelodaethau proffesiynol
- Member of ACM, IEEE, Eurographics, and Asia Graphics.
Pwyllgorau ac adolygu
Swyddi Golygyddol
- Golygydd Cyswllt, IEEE Graffeg a Chymwysiadau Cyfrifiadurol (ers 2023)
Sefydliad y Gynhadledd
- Cadeirydd Cyswllt, Cynhadledd Ryngwladol ar Theori a Chymwysiadau Graffeg Cyfrifiadurol (GRAPP) 2023/2024
- Cadeirydd Rhaglen Gynhadledd, Pacific Graphics 2022
Aelod o'r Pwyllgor Rhaglen:
- Symposiwm ar Fodelu Solid a Ffisegol (SPM): 2019/2020/2021/2022/2023
- Datblygiadau mewn Geometreg Bensaernïol: 2016/2018/2020/2023
- Cynhadledd Cyfryngau Gweledol Cyfrifiadurol: 2019/2022/2023
- Briff a Posteri Technegol Asia SIGGRAPH: 2016/2017/2018/2019
- Cynhadledd Ryngwladol ar Dylunio â Chymorth Cyfrifiadur a Graffeg Gyfrifiadurol (CAD / CG): 2021/2023
- Cynhadledd Ryngwladol ar Theori a Chymwysiadau Graffeg Cyfrifiadurol (GRAPP): 2017/2018/2019
- Graffeg Môr Tawel: 2018
- Cynhadledd Ryngwladol ar Fodelu a Phrosesu Geometrig (GMP): 2018
- Modelu Siâp Rhyngwladol (SMI): 2016
Adolygydd Grant:
- EPSRC
- British Council
Adolygydd ar gyfer Cynadleddau a Chyfnodolion:
- ACM SIGGRAPH
- ACM SIGGRAPH Asia
- CVPR
- Eurographics
- ACM Trafodion ar Graffeg
- Trafodion IEEE ar Ddelweddu a Graffeg Cyfrifiadurol
- Fforwm Graffeg Cyfrifiadurol
- Dylunio â Chymorth Cyfrifiadur
- Dylunio Geometrig â Chymorth Cyfrifiadur
a llawer o rai eraill.
Meysydd goruchwyliaeth
Mae gen i ddiddordeb mewn goruchwylio myfyrwyr PhD/MPhil ym meysydd:
- Dylunio cyfrifiadol
- Prosesu geometreg
- Efelychiad corfforol
- Optimeiddio rhifiadol
Rwyf wedi gweithio gyda myfyrwyr ymchwil o wahanol sefydliadau. Mae goruchwyliaeth myfyrwyr ymchwil yn y gorffennol a'r presennol yn cynnwys:
- Alexandre Kaspar (myfyriwr Meistr yn EPFL, myfyriwr PhD ar hyn o bryd yn MIT).
- Zishun Liu (myfyriwr Meistr yn USTC, myfyriwr PhD ar hyn o bryd yn TU Delft).
- Luo Jiang (myfyriwr PhD yn USTC, postdoc ar hyn o bryd ym Mhrifysgol Dechnolegol Nanyang)
- Yue Peng (myfyriwr PhD yn USTC, ymchwilydd ar hyn o bryd yn Tencent AI Lab)
- Qun-Ce Xu (myfyriwr PhD yng Nghaerfaddon, postdoc ar hyn o bryd ym Mhrifysgol Tsinghua)
- Wenqing Ouyang (myfyriwr Meistr yn USTC, myfyriwr PhD ar hyn o bryd yn CUHK Shenzhen)
- Jiong Tao (myfyriwr Meistr yn USTC, myfyriwr PhD ar hyn o bryd ym Mhrifysgol Caerfaddon)
- Yuxin Yao (myfyriwr PhD yn USTC)
- Yiling Pan (myfyriwr PhD ym Mhrifysgol Tsinghua)
Themâu ymchwil
Arbenigeddau
- Dylunio trwy gymorth cyfrifiadur
- Graffeg cyfrifiadurol
- Mathemateg rhifiadol a chyfrifol
- Geometreg 3D