计算机视觉，AI+

招收人工智能（智能科学与技术）、计算机科学与技术、软件工程等相关专业的考生

081203-计算机应用技术
081104-模式识别与智能系统

计算机视觉
图形图像处理
AI+交叉学科

   

2016-11~现在, 中国科学院大学, 教授
2010-05~2016-11,中国科学院大学, 副教授
2010-03~2010-05,中国科学院研究生院, 讲师
2008-04~2010-03,中国科学院研究生院, 师资博士后

代表性论文：

(1)      Decompose Novel into Known: Part Concept Learning For 3D Novel Class Discovery. NeurIPS 2023

(2)      SPDET: Edge-Aware Self-Supervised Panoramic Depth Estimation Transformer With Spherical Geometry [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023

(3)      VectorFloorSeg: Two-Stream Graph Attention Network for Vectorized Roughcast Floorplan Segmentation[C], CVPR 2023 （HIGHLIGHT）

(4)      NR-MVSNet: Learning Multi-view Stereo based on Normal Consistency and Depth Refinement [J]. IEEE Transactions on Image Processing, 2023

(5)      Combating Spurious Correlations in Loose-fitting Garment Animation Through Joint-Specific Feature Learning. Pacific Graphics 2023

(6)      SSF: Accelerating Training of Spiking Neural Networks with Stabilized Spiking Flow. ICCV 2023

(7)      DS-MVSNet: Unsupervised Multi-view Stereo via Depth Synthesis[C], ACM Multimedia, 2022

(8)      ACDNet: Adaptively Combined Dilated Convolution for Monocular Panorama Depth Estimation[C], AAAI, 2022

(9)      MEMformer: Transformer-based 3D Human Motion Estimation from MoCap Markers[C], SIGGRAPH Asia, 2022

(10)  Context-Aware 3D Point Cloud Semantic Segmentation With Plane Guidance[J], IEEE Transactions on Multimedia, 2022

(11)  Registration Method for Point Clouds of Complex Rock-mass Based on Dual Structure Information[J].IEEE Transactions on Geoscience and Remote Sensing,2022

(12)  Dynamic video mix-up for cross-domain action recognition [J]. Neurocomputing,2022

(13)  Joint Specular Highlight Detection and Removal in Single Images via Unet-Transformer[J],Computational Visual Media,2022

(14)  Accurate Lung Nodules Segmentation with Detailed Representation Transfer and Soft Mask Supervision[C].ICME 2022

(15)  Single-Image Specular Highlight Removal via Real-World Dataset Construction[J].IEEE Transactions on Multimedia, 2021

(16)  A Novel Rock-Mass Point Cloud Registration Method Based on Feature Line Extraction and Feature Point Matching [J]. IEEE Transactions on Geoscience and Remote Sensing, 2021

(17)  Efficient Pairwise 3D Registration of Urban Scenes Via Hybrid Structural Descriptors [J]. IEEE Transactions on Geoscience and Remote Sensing,2021

(18)  Data-driven Floor Plan Understanding in Rural Residential Buildings via Deep Recognition [J], Information Sciences, 2021

(19)  Unsupervised Learning of Disentangled 3D Representation from a Single Image [C], Eurographics, 2021

(20)  An Efficient Rock-mass Point Cloud Registration Based on Local Invariants [J], Remote sensing, 2021

(21)  Detection of Small Impact Craters via Semantic Segmenting Lunar Point Clouds Using Deep Learning Network [J], Remote sensing, 2021

(22)  End-to-end 3D Point Cloud Instance Segmentation without Detection[C].CVPR 2020

(23)  Blending Surface Segmentation and Editing for 3D Models [J]，IEEE Transactions on Visualization and Computer Graphics，2020

(24)  Deep Specular Highlight Removal for Single Real-world Image [C], SIGGRAPH Asia, 2020

(25)  Extracting Cycle-Aware Feature Curve Networks from 3D Models [J], Computer-Aided Design,2020

(26)  Accurate Rock-mass Extraction from Terrestrial Laser Point Clouds via Multi-scale and Multi-view Convolutional Feature Representation [J]. IEEE Transactions on Geoscience and Remote Sensing,2020

(27)  Efficient Rock-Mass Point Cloud Registration Using n-Point Complete Graphs [J]. IEEE Transactions on Geoscience and Remote Sensing, 2020

(28)  CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation [C]，AAAI, 2020

(29)  A Wavelet Energy Decomposition Signature for Robust Non-Rigid Shape Matching [C]，SIGGRAPH Asia，2019

(30)  Major Orientation Estimation-Based Rock Surface Extraction for 3D Rock-Mass Point Clouds [J]. Remote Sensing, 2019

(31)  Efficient and Automatic Plane Detection Approach for 3-D Rock Mass Point Clouds [J]，Multimedia Tools and Applications，2019

(32)  An automatic 3D registration method for rock mass point clouds based on plane detection and polygon matching [J]，The Visual Computer，2019

(33)  A fast registration algorithm of rock point cloud based on spherical projection and feature extraction [J], Frontiers of Computer Science, 2019

(34)  Feature Curve Network Extraction via Quadric Surface Fitting [C]，Pacific Graphics， 2019

(35)  Fast and Error-Bounded Space-Variant Bilateral Filtering [J]，Journal of Computer Science and Technology，2019

(36)  Help Label Me: A Fast Auxiliary Method for Labeling Image and Using It in ChangE’s CCD Data [C]，ICIG2019,2019

(37)  A survey on algorithms of hole filling in 3D surface reconstruction [J], The Visual Computer, 2018

(38)  Filtering method of rock points based on BP neural network and principal component analysis [J], Frontiers of Computer Science, 2018

主要科研项目

（1）元宇宙中三维场景感知与理解关键技术，2022-2025

（2）道路交通场景的环境目标三维状态感知与验证，2022-2025

（3）基于多模态数据的银屑病和特应性皮炎智能辨别方法研究，2022-2024

（4）基于序列化高清图像的大规模场景实时三维重建与智能解析方法，2021-2023

（5）深度学习驱动的弱监督三维场景理解及实例重建，2020-2022

（6）面向BIM的参数化模型重建与分析，2020-2022

（7）三维数字化机房重建算法研究，2020-2021

（8）山地致灾风险评估平台的软件研发，2019-2023

（9）面向月球场景的高精度三维重建与语义分割技术研究，2019-2021

（10） 三维非连续性工程计算软件研发及示范应用,  2018--2020

（11） 面向大规模岩体点云的自适应滤波方法研究, , 2017--2019

（12） 任意临空面条件下的关键块体识别理论研究, 2016--2020

（13） 面向工程计算的岩体三维重建理论与方法研究,  2015--2018

（14） 面向岩体结构面提取的大规模点云分析方法研究,  2015--2017

（15） 面向工程计算的三维重建技术研究, 2013--2015