宋希彬
研究员
所属院部: 软件学院
访问次数:次
基本信息
  • 入职时间:
    2026-03
  • 所在单位:
    软件学院
  • 学历:
    博士研究生毕业
  • 性别:
    男
  • 联系方式:
  • 学位:
    博士
  • 硕士生导师
教师简介

宋希彬,山东大学软件学院研究员,山东大学齐鲁青年学者。博士毕业后,先后在百度研究院机器人与自动驾驶实验室、腾讯XR Vision Labs从事科研与技术研发工作,参与多项重要科研与产业研发项目,推动相关技术在实际应用场景中的落地。研究方向为三维视觉、智能感知、三维生成等方向。在 Science Robotics、IEEE TPAMI、IEEE TIP、CVPR、ICCV、ECCV、NeurIPS、AAAI 等国际重要期刊和会议发表学术论文40余篇,申请国家发明专利40余项、美国发明专利4项。相关研究成果获百度TPG技术创新奖、工信部工业互联网大赛优秀作品奖等荣誉,并形成多个开源项目,Google Scholar累计引用5500余次。

教育经历
  • 2015-11  — 2016-11
    澳大利亚国立大学
    工程与信息科学
  • 2011-09  — 2017-12
    山东大学
    计算机科学与技术
    工学博士学位
  • 2007-09  — 2011-06
    山东大学
    数字媒体技术
    工学学士学位
工作经历
  • 2022-09 — 2025-03
    腾讯科技(北京)有限公司
    研究员
  • 2018-01 — 2022-09
    百度在线网络技术(北京)有限公司
    研究员
科研成果
论文

1.  Congpei Qiu, Xibin Song*, Senbo Wang, Yifu Wang, Fei Yu, Wei Ke, Tong Zhang, Pan Ji. HiTexBank: High-Resolution Texturing with Sparse 3D Spatial Banks.  Siggraph Asia 2026, 

2.  Ruikai Cui, Xibin Song*, Weixuan Sun, Senbo Wang, Weizhe Liu, Shenzhou Chen, Taizhang Shang, Yang Li, Nick Barnes, Hongdong Li, Pan Ji. LAM3D: Large Image-Point-Cloud Alignment Model for 3D Reconstruction from Single Image.  NeurIPS 2024, 

3.  Runmin Cong, Chunlei Wu, Xibin Song*, Zhang Wei, Sam Kwong, Fellow, IEEE, Hongdong Li and Pan Ji. SRNSD:Structure-Regularized Night-Time Self-Supervised Monocular Depth Estimation for Outdoor Scenes.  IEEE Transactions on Image Processing, 

4.  Zhelun Shen, Xibin Song*, Yuchao Dai, Dingfu Zhou, Zhibo Rao, Liangjun Zhang. Digging into Uncertainty-based Pesudo-label for Robust Stereo Matching.  IEEE Trans on Pattern Analysis and Machine Intelligence, 

5.  Lina Liu, Xibin Song*, Mengmeng Wang, Yong Liu, Liangjun Zhang. AGDF-Net: Learning Domain Invariant Depth Features with Adaptive Guidance.  IEEE Trans on Pattern Analysis and Machine Intelligence, 

6.  Xibin Song, Dingfu Zhou, Wei Li, Yuchao Dai, Zhelun Shen, Liangjun Zhang and Hongdong Li. TUSR-Net: Dual Feature to Pixel Attention based Self-Regularized Network for Image Dehazing.  IEEE Transactions on Image Processing, 

7.  Xibin Song, Dingfu Zhou, Wei Li, Yuchao Dai, Liangjun Zhang. WSAMF-Net: Wavelet Spatial Attention based Multi-stream Feedback Network for Single Image Dehazing.  IEEE Transactions on Circults and Systems for Video Technology, 

8.  Lina Liu, Xibin Song*, Jiadai Sun, Xiaoyang Lyu, Lin Li, Yong Liu, Liangjun Zhang. MFF-Net: Towards Efficient Monocular Depth Completion With Multi-Modal Feature Fusion.  RAL, 

9.  Zhelun Shen, Yuchao Dai, Xibin Song*, Dingfu Zhou, Liangjun Zhang. PCW-Net: Pyramid Combination and Warping Cost Volume for Stereo Matching.  ECCV 2022, 

10.  Xibin Song, Wei Li, Dingfu Zhou, Yuchao Dai, Liangjun Zhang, Jin Fang, Hongdong Li. MLDA-Net: Multi-Level Dual Attention-Based Network for Self-Supervised Monocular Depth Estimation.  IEEE Transactions on Image Processing, 

11.  Xibin Song, Dingfu Zhou, Wei Li, Yuchao Dai, Liu Liu, Hongdong Li, Ruigang Yang, Liangjun Zhang. WAFP-Net: Weighted Attention Fusion based Progressive Residual Learning for Depth Map Super-resolution.  IEEE Transactions on Multimedia, 

12.  Lina Liu, Xibin Song*, Mengmeng Wang, Yong Liu, Liangjun Zhang. Self-supervised Monocular Depth Estimation for All Day Images using Domain Separation.  ICCV 2021, 

13.  12. Liangjun Zhang, Jinxin Zhao, Pinxin Long, Liyang Wang, Lingfeng Qian, Feixiang Lu, Xibin Song, Dinesh Manocha. AES: Autonomous Excavator System for Real-World and Hazardous Environments.  Science Robotics, Science子刊, 

14.  Xibin Song, Yuchao Dai, Dingfu Zhou, Liu Liu, Wei Li, Hongdong Li, Ruigang Yang. Channel Attention Based Iterative Residual Learning for Depth Map Super-Resolution.  CVPR 2020, 

15.  Dingfu Zhou, Jin Fang, Xibin Song*, Liu Liu, Junbo Yin, Yuchao Dai, Hongdong Li, Ruigang Yang. Joint 3D Instance Segmentation and Object Detection for Autonomous Driving.  CVPR 2020, 

16.  Xibin Song  and Peng Wang, Dingfu Zhou, Rui Zhu, Chenye Guan, Yuchao Dai, Hao Su, Hongdong Li, Ruigang Yang. ApolloCar3D: A Large 3D Car Instance Understanding Benchmark for Autonomous Driving.  CVPR 2019, 

17.  Xibin Song , Yuchao Dai  and Xueying Qin. Deeply Supervised Depth Map Super Resolution as Novel View Synthesis.  IEEE Transactions on Circults and Systems for Video Technology, 

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