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科研团队

沉浸式媒体智能计算团队

一、团队介绍

科研团队由陈晓明教授等专任教师与10余名研究生组成。团队在智能媒体计算、虚拟现实技术及相关应用领域开展科研工作。团队负责人陈晓明教授目前承担1项国家自然科学基金重点项目课题与2项国家自然科学基金面上项目.团队成员具有多年技术积累,代表性成果发表于TPAMI,TVCGTIPTCSVTTMMIEEE VRACMMMAAAIECCV等期刊或会议,并与国内外高校与产业界建立了紧密合作关系。

二、团队科研成果

1. 近年纵向基金项目:

(1)国家自然科学基金,面上项目,“基于仿生视觉与事件信号处理的动态沉浸式教学场景构建技术研究”,2026/01–2029/12,50.0万,在研,主持

2国家自然科学基金,面上项目,“基于动态光场视觉体验的未来沉浸式教学场景关键技术研究”,2022/01–2025/12,61.1万,在研,主持

3国家自然科学基金,重点项目“视频内容生成与鉴别方法研究”课题,2020/01–2025/12297万,在研,合作单位负责人

4国家自然科学基金,面上项目,“脑认知融合的3D视频质量评价深层模型研究”,2016/01–2019/1260万,已结题,参与

5北京市自然科学基金,面上项目,“面向未来沉浸式体验和VR应用的光场信息处理关键技术研究”,2022/01–2024/1220万,已结题(优秀),主持

  1. 近3年代表性论文:

近3年期刊论文:

1) Qiang Qu, Yiran Shen, Xiaoming Chen* (通讯作者), Yuk Ying Chung, Weidong Cai, and Tongliang Liu, “NVS-SQA: Exploring Self-Supervised Quality Representation Learning for Neurally Synthesized Scenes without References,” in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), under minor revision, Sept. 2025 (CCF A).

2) Zeke Zexi Hu, Xiaoming Chen* (通讯作者), Vera Yuk Ying Chung, and Yiran Shen, “Beyond Subspace Isolation: Many-to-Many Transformer for Light Field Image Super-resolution,” in IEEE Transactions on Multimedia (TMM), vol. 27, pp. 1334-1348, Dec. 2024 (CCF B).

3) Qiang Qu, Xiaoming Chen* (通讯作者), Vera Chung, and Yiran Shen, “EvRepSL: Event-Stream Representation via Self-Supervised Learning for Event-Based Vision,” in IEEE Transactions on Image Processing (TIP), vol. 33, pp. 6579-6591, Dec. 2024 (CCF A).

4) Xiaoming Chen, Zexi Hu, Guangxin Zhao, Haisheng Li, Vera Chung, and Aaron Quigley, “Video2Haptics: Converting Video Motion to Dynamic Haptic Feedback with Bio-Inspired Event Processing,” in IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 30, no. 12, pp. 7717-7735, Dec. 2024 (CCF A).

5) Qiang Qu, Hanxue Liang, Xiaoming Chen* (通讯作者), Vera Chung, and Yiran Shen, “NeRF-NQA: No-Reference Quality Assessment for Scenes Generated by NeRF and Neural View Synthesis Methods,” in IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 30, no. 5, pp. 2129-2139, Mar. 2024 (CCF A).

6) Tongyu Zhang, Yiran Shen, Guangrong Zhao, Lin Wang, Xiaoming Chen, Lu Bai, and Yuanfeng Zhou, “Swift-Eye: Towards Anti-blink Pupil Tracking for Precise and Robust High-Frequency Near-Eye Movement Analysis with Event Cameras,” in IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 30, no. 5, pp. 2077-2086, Mar. 2024 (CCF A)

7) Zhicheng Lu, Xiaoming Chen* (通讯作者), Vera Chung, Weidong Cai, Yiran Shen, “EV-LFV: Synthesizing Light Field Event Streams from an Event Camera and Multiple RGB Cameras,” in IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 29, no. 11, pp. 4546-4555, Nov. 2023 (CCF A).

8) Qiang Qu, Xiaoming Chen* (通讯作者), Vera Chung, and Weidong Cai, “LFACon: Introducing Anglewise Attention to No-Reference Quality Assessment in Light Field Space,” in IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 29, no. 5, pp. 2239-2248, May 2023 (CCF A).

9) Nao Li, Leyan Li, Xiaoming Chen* (通讯作者), IpKin Anthony Wong, “Digital Destination Storytelling: Narrative Persuasion Effects Induced by Story Satisfaction in a VR Context”, Journal of Hospitality and Tourism Management, Vol. 58, pp. 184-196, 2024 (中科院一区TOP期刊2024 Best Paper Award 最佳论文奖).

  1. 近3年顶级会议论文:

10) Ming Li, Qiang Qu, Xiaoming Chen* (通讯作者), Longfei Han, Haisheng Li, and Yiran Shen, “EEG2Gaussian: Decoding and Visualizing Visual-Evoked EEG for VR Scenes Using 3D Gaussian Splatting,” IEEE International Symposium on Mixed and Augmented Reality (ISMAR), Accepted, 2025, Daejeon, South Korea.

11) Xiaoming Chen, Dehao Han, Qiang Qu, and Yiran Shen, “VF-Lens: Enhancing Visual Perception of Visually Impaired Users in VR via Adversarial Learning with Visual Field Attention,” IEEE Virtual Reality (IEEE VR), pp. 420-430, Mar. 2025, Saint-Malo, France (CCF A).

12) Tongyu Zhang, Yiran Shen, Guangrong Zhao, Lin Wang, Xiaoming Chen, Lu Bai, and Yuanfeng Zhou, “Swift-Eye: Towards Anti-blink Pupil Tracking for Precise and Robust High-Frequency Near-Eye Movement Analysis with Event Cameras,” IEEE Virtual Reality (IEEE VR), Mar. 2024, Orlando, Florida, USA (CCF A类, Best Paper Award 最佳论文奖).

13) Qiang Qu, Yiran Shen, Xiaoming Chen* (通讯作者), Vera Chung, Tongliang Liu, “E2HQV: High-Quality Video Generation from Event Camera via Theory-Inspired Model-Aided Deep Learning,” AAAI Conference on Artificial Intelligence (AAAI), 38(5), 4632-4640, Feb. 2024, Vancouver, Canada (CCF A).