Zobrazeno 1 - 10
of 486
pro vyhledávání: '"Sun, ZhiXin"'
There is a growing interest in model-based deep learning (MBDL) for solving imaging inverse problems. MBDL networks can be seen as iterative algorithms that estimate the desired image using a physical measurement model and a learned image prior speci
Externí odkaz:
http://arxiv.org/abs/2311.02003
Deformable image registration (DIR) is an active research topic in biomedical imaging. There is a growing interest in developing DIR methods based on deep learning (DL). A traditional DL approach to DIR is based on training a convolutional neural net
Externí odkaz:
http://arxiv.org/abs/2310.04297
Deep model-based architectures (DMBAs) are widely used in imaging inverse problems to integrate physical measurement models and learned image priors. Plug-and-play priors (PnP) and deep equilibrium models (DEQ) are two DMBA frameworks that have recei
Externí odkaz:
http://arxiv.org/abs/2211.00531
Implicit neural representations (INR) have been recently proposed as deep learning (DL) based solutions for image compression. An image can be compressed by training an INR model with fewer weights than the number of image pixels to map the coordinat
Externí odkaz:
http://arxiv.org/abs/2210.14974
Publikováno v:
In Measurement 15 January 2025 239
Autor:
Li, Xiaoheng, Sun, Zhixin, Wang, Hainan, Wang, Lijun, Yan, Xiaokang, Zhang, Haijun, Ran, Jincai, Liu, Jiongtian
Publikováno v:
In Chemical Engineering Science 5 January 2025 301
Autor:
Liu, Chenlei1,2,3 (AUTHOR) 2019070270@njupt.edu.cn, Sun, Zhixin1,2,3 (AUTHOR) sunzx@njupt.edu.cn
Publikováno v:
Mathematics (2227-7390). Jul2024, Vol. 12 Issue 14, p2264. 25p.
Video captioning is a challenging task that captures different visual parts and describes them in sentences, for it requires visual and linguistic coherence. The attention mechanism in the current video captioning method learns to assign weight to ea
Externí odkaz:
http://arxiv.org/abs/2110.08578
Publikováno v:
In Global and Planetary Change August 2024 239
Autor:
Wang, DeZhi, Nohejlová, Martina, Sun, ZhiXin, Zeng, Han, Lefebvre, Bertrand, Yang, XingLian, Zhao, FangChen
Publikováno v:
In Palaeogeography, Palaeoclimatology, Palaeoecology 15 June 2024 644