2024
Scene-aware Human Motion Forecasting via Mutual Distance Prediction, Chaoyue Xing, Wei Mao, Miaomiao Liu, ECCV 2024.
Neural SDF Flow for 3D Reconstruction of Dynamic Scenes, Wei Mao, Richard Hartley, Mathieu Salzmann, Miaomiao Liu, ICLR 2024.
LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network, Hao Yang, Liyuan Pan, Yan Yang, Richard Hartley, Miaomiao Liu, CVPR 2024.Oral
HashPoint: Accelerated Point Searching and Sampling for Neural Rendering, Jiahao Ma, Miaomiao Liu, David Ahmedt-Aristizabal, Chuong Nguyen, CVPR 2024.Highlight
Mining Supervision for Dynamic Regions in Self-Supervised Monocular Depth Estimation, Hoang Chuong Nguyen, Tianyu Wang, Jose Alvarez, Miaomiao Liu, CVPR 2024.
2023
Parametric Depth Based Feature Representation Learning for Object Detection and Segmentation in Bird’s-Eye View, Jiayu Yang, Enze Xie, Miaomiao Liu, Jose M. Alveraz, ICCV 2023.
VisFusion: Visibility-Aware Online 3D Scene Reconstruction From Videos, Huiyu Gao, Wei Mao, Miaomiao Liu, CVPR 2023.
K3DN: Disparity-Aware Kernel Estimation for Dual-Pixel Defocus Deblurring, Yanyang, Liyuan Pan, Liu Liu, Miaomiao Liu, CVPR 2023.
2022
Contact-aware Human Motion Forecasting, Wei Mao, Miaomiao Liu, Richard Hartley, Mathieu Salzmann, Neurips 2022. Spotlight
Spatially Invariant Unsupervised 3D Object-Centric Learning and Scene Decomposition, Tianyu Wang,Miaomiao Liu, Kee-Siong Ng, ECCV 2022.
Non-parametric Depth Distribution Modelling based Depth Inference for Multi-view Stereo, Jiayu Yang, Jose, Alveraz, Miaomiao Liu, CVPR 2022.
Weakly-supervised Action Transition Learning for Stochastic Human Motion Prediction, Wei Mao, Miaomiao Liu, Mathieu Salzmann, CVPR 2022.Oral
EditVAE: Unsupervised Part-Aware Controllable 3D Point Cloud Shape Generation, Shidi Li, Miaomiao Liu, Christian Walder, AAAI 2022 Oral
Short-term Solar Irradiance Prediction from Sky Images with a Clear Sky Model, Huiyu Gao, Miaomiao Liu, WACV 2022.
2021
Generating Smooth Pose Sequences for Diverse Human Motion Prediction, Wei Mao, Miaomiao Liu, Mathieu Salzmann, ICCV 2021 Oral
Multi-level Motion Attention for Human Motion Prediction, Wei Mao, Miaomiao Liu, Mathieu Salzmann, Hongdong Li, IJCV 2021.
Cost Volume Pyramid Based Depth Inference for Multi-View Stereo, Jiayu Yang, Wei Mao, Jose Alveraz, Miaomiao Liu, TPAMI 2021.
Self-supervised Learning of Depth Inference for Multi-view Stereo, Jiayu Yang, Jose Alveraz, Miaomiao Liu, CVPR 2021.
Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration, Liyuan Pan, Shah Ariful Hoque Chowdhury, Richard Hartley, Miaomiao Liu, Hongguang Zhang, Hongdong Li, CVPR 2021 Oral
Single Image Deraining via Recurrent Residual Multiscale Networks, Yupei Zheng, Xin Yu, Miaomiao Liu, Shunli Zhang, TNNLS 2021
2020
Fixed Viewpoint Mirror Surface Reconstruction under an Uncalibrated Camera, Kai Han, Miaomiao Liu, Dirk Schnieders, Kwan-Yee K. Wong, TIP 2020
High Frame Rate Video Reconstruction based on an Event Camera, Liyuan Pan, Richard Hartley, Cedric Scheerlinck, Miaomiao Liu, Xin Yu, Yuchao Dai, TPAMI 2020
Joint Unsupervised Learning of Optical Flow and Egomotion with Bi-Level Optimization, Shihao Jiang, Dylan Campbell, Miaomiao Liu, Stephen Gould, Richard Hartley, 3DV 2020
History Repeats Itself: Human Motion Prediction via Motion Attention, Wei Mao, Miaomiao Liu, Mathieu Salzmann, ECCV 2020
Single Image Optical Flow Estimation from an Event Camera, Liyuan Pan, Miaomiao Liu, Richard Hartley, CVPR 2020
Cost Volume Pyramid Based Depth Inference for Multi-view Stereo, Jiayu Yang, Wei Mao, Jose Alvarez, Miaomiao Liu, CVPR 2020 Oral
2019
Joint Stereo Video Deblurring, Scene Flow Estimation and Moving Object Segmentation, Liyuan Pan, Yuchao Dai, Miaomiao Liu, Fatih Porikli, Quan Pan, TIP 2019
Learning Trajectory Dependencies for Human Motion Prediction, Wei Mao, Miaomiao Liu, Mathieu Salzmann, Hongdong Li, ICCV 2019 Oral
Residual Multiscale Based Single Image Deraining, Yupei Zheng, Xin Yu, Miaomiao Liu, Shunli Zhang, BMVC 2019 Spotlight
Phase-only Image Based Kernel Estimation for Single-image Blind Deblurring, Liyuan Pan, Richard Hartley, Miaomiao Liu, Yuchao Dai, CVPR 2019
Bring a Blurry Frame Alive at High Frame-Rate with an Event Camera, Liyuan Pan, Cedric Scheerlinck, Xin Yu, Richard Hartley, Miaomiao Liu, Yuchao Dai, CVPR 2019 Oral
Single Image Deblurring and Camera Motion Estimation with Depth Map, Liyuan Pan, Yuchao Dai, Miaomiao Liu, WACV 2019
2018
Geometry-aware Deep Network for Single-Image Novel View Synthesis, Miaomiao Liu, Xuming He, Mathieu Salzmann, CVPR 2018
3D Box Proposals from a Single Monocular Image of an Indoor Scene, Wei Zhuo, Mathieu Salzmann, Xuming He, Miaomiao Liu, AAAI 2018
Depth Map Completion by Jointly Exploiting Blurry Color Images and Sparse Depth Maps. Liyuan Pan, Yuchao Dai,Miaomiao Liu, Fatih Porikli, WACV 2018
2017
Dense Reconstruction of Transparent Objects by Altering Incident Light Paths. Kai Han, Kwan-Yee K. Wong, Miaomiao Liu, IJCV, 2017
Simultaneous Stereo Video Deblurring and Scene Flow Estimation. Liyuan Pan, Yuchao Dai, Miaomiao Liu, Fatih Porikli, CVPR 2017
Indoor Scene Parsing from a Single Image: Jointly Inferring Segmentats, their Semantics and Support Relations, Wei Zhuo, Mathieu Salzmann, Xuming He, Miaomiao Liu, CVPR 2017.
2016
Building Scene Models by Completing and Hallucinating Depth and Semantics. Miaomiao Liu, Xuming He, Mathieu Salzmann, ECCV 2016
Mirror Surface Reconstruction under an Uncalibrated Camera, Kai Han, Kwan-Yee K. Wong, Dirk Schnieders, Miaomiao Liu, CVPR 2016.
Semantic-Aware Depth Super-Resolution in Outdoor Scenes, Miaomiao Liu, Mathieu Salzmann, Xuming He, arxiv, 2016
2015
Mirror Surface Reconstruction from a Single Image. Miaomiao Liu, Richard Hartley, and Mathieu Salzmann, TPAMI, 37(4): 760-773, 2015.
* Spotlight Paper for TPAMI Apr. 2015 issue *
Fixed Viewpoint Approach for Dense Reconstruction of Transparent Objects. Kai Han, Kwan-Yee K. Wong, Miaomiao Liu, CVPR 2015.
Scene Structure Analysis for Single Image Depth Estimation. Wei Zhuo, Mathieu Salzmann, Xuming He, Miaomiao Liu, CVPR 2015.
Structured Depth Prediction in Challenging Monocular Video Sequences, Miaomiao Liu, Mathieu Salzmann, Xuming He, arxiv, 2015
2014
Discrete-Continuous Depth Estimation from a Single Image. Miaomiao Liu, Mathieu Salzmann, and Xuming He, CVPR 2014.
2013
Mirror Surface Reconstruction from a Single Image. Miaomiao Liu, Richard Hartley, and Mathieu Salzmann, CVPR 2013.
2011
Pose Estimation from Reflections for Specular Surface Reconstruction. Miaomiao Liu, Kwan-Yee Kenneth Wong, Zhenwen Dai, and Zhihu Chen, ICCV 2011.
Self-calibrating Depth from Refraction. Zhihu Chen, Kwan-Yee Kenneth Wong, Yasuyuki Matsushita, Xiaolong Zhu and Miaomiao Liu, ICCV2011.
Single-view Reconstruction from an Unknown Spherical Mirror. Zhihu Chen, Kwan-Yee Kenneth Wong, Miaomiao Liu, Dirk Schnieders, ICIP 2011.
Estimating the Unknown Poses of a Reference Plane for Specular Shape Recovery. Miaomiao Liu, Kwan-Yee Kenneth Wong, CPCV, ICCV workshop, 2011
Before 2011
Specular Surface Reconstruction from Reflections of a Planar Pattern Undergoing an Unknown Pure Translation. Miaomiao Liu, Kwan-Yee Kenneth Wong, Zhenwen Dai, and Zhihu Chen, ACCV2010.
Image Segmentation Algorithm Using Watershed Transform and Level Set Method. Ning Li, Miaomiao Liu, and Youfu Li, ICASSP 2007.