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Physical prior guided cooperative learning framework for joint turbulence degradation estimation and infrared video restoration

Autor: Zhang, Ziran, Tang, Yuhang, Wang, Zhigang, Chen, Yueting, Zhao, Bin

Infrared imaging and turbulence strength measurements are in widespread demand in many fields. This paper introduces a Physical Prior Guided Cooperative Learning (P2GCL) framework to jointly enhance atmospheric turbulence strength estimation and infr

Externí odkaz: http://arxiv.org/abs/2408.04227

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Akademický článek

Diagnosis and Treatment Characteristics of Lung Cancer Patients with Venous Thromboembolism

Autor: MA Xu, HAN Sen, NIE Jun, DAI Ling, HU Weiheng, CHEN Xiaoling, ZHANG Jie, MA Xiangjuan, TIAN Guangming, WU Di, LONG Jieran, HAN Jindi, WANG Yang, ZHANG Ziran, ZHANG Yanhua, WANG Dan, FANG Jian

Publikováno v: Zhongliu Fangzhi Yanjiu, Vol 47, Iss 5, Pp 335-339 (2020)

Objective To explore the impact of venous thromboembolism (VTE) on the diagnosis and treatment of lung cancer patients. Methods We retrospectively analyzed the clinical data of lung cancer patients with VTE treated in Peking University Cancer Hospita

Externí odkaz: https://doaj.org/article/ef0fa47068ad439e940d6a732a695cf1

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From Sim-to-Real: Toward General Event-based Low-light Frame Interpolation with Per-scene Optimization

Autor: Zhang, Ziran, Ma, Yongrui, Chen, Yueting, Zhang, Feng, Gu, Jinwei, Xue, Tianfan, Guo, Shi

Video Frame Interpolation (VFI) is important for video enhancement, frame rate up-conversion, and slow-motion generation. The introduction of event cameras, which capture per-pixel brightness changes asynchronously, has significantly enhanced VFI cap

Externí odkaz: http://arxiv.org/abs/2406.08090

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Akademický článek

The Study on Heuristic and Algorithmic Processing Creative Training on Product Design Education: Based on the Bags & Luggage design Course

Autor: Zhang Ziran, Yu Ying, Fan Shengxi, Tian Yujing

Publikováno v: MATEC Web of Conferences, Vol 167, p 01006 (2018)

In the study, context-creativity of Teresa M. Amabile was used as The foundation to apply it in the bags & luggage design course. Moreover, the sectional creative training education mode of prior heuristic task and postpositional algorithmic task was

Externí odkaz: https://doaj.org/article/eb40d73f69ab4b309902889b742692ee

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Real-World Deep Local Motion Deblurring

Autor: Li, Haoying, Zhang, Ziran, Jiang, Tingting, Luo, Peng, Feng, Huajun, Xu, Zhihai

Most existing deblurring methods focus on removing global blur caused by camera shake, while they cannot well handle local blur caused by object movements. To fill the vacancy of local deblurring in real scenes, we establish the first real local moti

Externí odkaz: http://arxiv.org/abs/2204.08179

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