Yiran Zhong, Yuchao Dai, Hongdong Li. Deep Stereo Computation for a Single Mixture Image . ECCV 2018.
Yiran Zhong, Hongdong Li, Yuchao Dai. Open-World Stereo Video Matching with Deep RNN . ECCV 2018.
Xibin Song, Yuchao Dai, Xueying Qin. Deeply Supervised Depth Map Super-Resolution as Novel View Synthesis IEEE Transactions on Circuits and Systems for Video Technology, 2018. In Press.
Bo Li, Yuchao Dai, Mingyi He. Monocular Depth Estimation with Hierarchical Fusion of Dilated CNNs and Soft-Weighted-Sum Inference. Pattern Recognition, 2018.
Jing Zhang, Tong Zhang, Yuchao Dai, Mehrtash Harandi, Richard Hartley. Deep Unsupervised Saliency Detection: A Multiple Noisy Labeling Perspective. IEEE CVPR 2018.
Suryansh Kumar, Anoop Cherian, Yuchao Dai, Hongdong Li. Scalable Dense Non-rigid Structure-from-Motion: A Grassmannian Perspective. IEEE CVPR 2018.
Liyuan Pan, Yuchao Dai, Miaomiao Liu and Fatih Porikli. Depth Map Completion by Jointly Exploiting Blurry Color Images and Sparse Depth Maps. WACV 2018.
Yiran Zhong, Yuchao Dai, Hongdong Li. 3D Geometry-Aware Semantic Labeling of Outdoor Street Scenes. ICPR 2018.
Xiang Guo, Yuchao Dai. Occluded Joints Recovery in 3D Human Pose Estimation Based on Distance Matrix. ICPR 2018.
Bo Li, Mingyi He, Yuchao Dai, Xuelian Cheng, and Yucheng Chen. 3D Skeleton based Action Recognition by Video-domain Translation-Scale Invariant Mapping and Multi-Scale Dilated CNN. Multimedia Tools and Applications. In Press.
Liu Liu, Hongdong Li, Yuchao Dai and Quan Pan. Robust and
Efficient Relative Pose with a Multi-camera System for Autonomous Driving in
Highly Dynamic Environments. IEEE Transactions on Intelligent Transportation
Systems (T-ITS). In Press.
Suryansh Kumar, Yuchao
Dai, Hongdong Li. Monocular Dense 3D Reconstruction of a Complex Dynamic
Scene from Two Perspective Frames. ICCV 2017.
Liu, Hongdong Li, Yuchao
Dai. Efficient Global 2D-3D Matching for Camera Localization in a
Large-Scale 3D Map. ICCV 2017.
Pan Ji, Hongdong Li, Yuchao Dai, Ian Reid. "Maximizing
Rigidity" Revisisted: A Convex Programming Approach for Generic 3D Shape
Reconstruction from Multiple Perspective Views. ICCV 2017.
Liyuan Pan, Yuchao Dai, Miaomiao Liu, Fatih Porikli.
Simultaneous Stereo Video Deblurring and Scene Flow Estimation. CVPR 2017.
Suryansh Kumar, Yuchao Dai, Hongdong Li.
Spatio-Temporal Union of Subspaces for Multi-body Non-rigid
Recognition. 71(11): 428-443, 2017.
Dingfu Zhou, Vincent Fremont, Benjamin Quost, Yuchao Dai,
Hongdong Li. Moving Object Detection and Segmentation in Urban Environments
from a Moving Platform. Image
and Vision Computing special
issue on Automotive Vision. In Press.
Jing Zhang, Yuchao Dai, Bo Li, Mingyi He.
Attention to the Scale: Deep Multi-Scale Salient Object Detection. DICTA 2017.
(Best Student Paper Award).
Yuchao Dai, Huizhong Deng, Mingyi He.
Dense Non-Rigid Structure-from-Motion Made Easy – A Spatial-Temporal Smoothness
Based Solution. ICIP 2017.
Jing Zhang, Bo Li, Yuchao Dai, Fatih Polikli, Mingyi He.
Integrated Deep and Shallow networks for salient object detection. ICIP 2017, Oral Presentation.
Zhipeng Xiao, Hongdong Li, Dingfu Zhou, Yuchao Dai, Bin
Dai. Accurate Extrinsic Calibration between Monocular Camera and Sparse 3D
Lidar Points without Markers. IEEE Intelligent Vehicles Symposium (IV 2017).
Jing Zhang, Yuchao Dai, Fatih Porikli. Deep Salient
Object Detection by Integrating Multi-level Cues. WACV 2017.
Jing Zhang, Yuchao Dai, Fatih Polikli,
Mingyi He. Multi-Scale Salient Object Detection with Pyramid Spatial Pooling. APSIPA ASC 2017. (Best Machine Learning/Deep Learning Paper Award).
Suryansh Kumar, Yuchao Dai, Hongdong Li. Multi-body Non-rigid
Structure-from-Motion. 3DV 2016.
Xibin Song, Yuchao Dai, Xueying Qin. Deep Depth
Super-Resolution : Learning Depth Super-Resolution using Deep Convolutional
Neural Network. ACCV 2016.
Yuchao Dai, Hongdong Li, Laurent Kneip.
Rolling Shutter Camera Relative Pose - Generalized Epipolar Geometry. CVPR 2016.
Jiaolong Yang, Hongdong Li, Yuchao Dai, Robby
Tan. Robust Optical Flow Estimation of Double-Layer Images under Transparency
or Reflection. CVPR 2016.
Dingfu Zhou, Yuchao Dai,
Hongdong Li. Reliable Scale Estimation and Correction for Monocular Visual
Odometry. IEEE Intelligent Vehicles Symposium (IV 2016).
Huizhong Deng, Yuchao Dai. Pushing
the limit of Non-rigid Structure-from-Motion by Shape Clustering. ICASSP 2016.
Yuchao Dai, Hongdong Li. Simultaneous
Correspondences Estimation and Non-rigid Structure Reconstruction. DICTA 2016.
Bo Li, Chunhua Shen, Yuchao Dai,
Anton van den Hengel, Mingyi He; Depth and Surface Normal Estimation From
Monocular Images Using Regression on Deep Features and Hierarchical CRFs. CVPR 2015, 1119-1127
Jiayan Qiu, Yuchao Dai,
Yuhang Zhang, Jose M. Alvarez; Hierarchical Aggregation Based Deep Aging
Feature for Age Prediction. DICTA
Yuchao Dai, Hongdong Li, Mingyi He. “A
simple prior-free method for nonrigid structure from motion
Journal of Computer Vision (IJCV). 107(2) 101-122, 2014 . (ISI Impact Factor=8.222) (IJCV is top journal in Artificial
Intelligence and Image Processing.) [Code]
Yuchao Dai, Hongdong Li. Rank
minimization or Nuclear norm minimization: Are we solving the right problem? DICTA 2014. (The DSTO Best Fundamental Contribution to Image Processing Paper Prize Awarded by Defence Science and
Technology Organisation (DSTO).)
Pan Ji, Hongdong Li, Mathieu Salzmann, Yuchao Dai: Robust
Motion Segmentation with Unknown Correspondences. ECCV (6) 2014: 204-219
Wei Zhou; Yuchao Dai; Renjie He, "Efficient depth
estimation from single image," Signal and Information Processing (ChinaSIP), 2014 IEEE China Summit &
International Conference on , vol., no., pp.296,300, 9-13 July 2014
Bo Li; Yuchao Dai; Mingyi He; van den Hengel, A.,
"A relaxation method to articulated trajectory reconstruction from
monocular image sequence," Signal and Information Processing (ChinaSIP), 2014 IEEE China Summit &
International Conference on , vol., no., pp.389,393, 9-13 July 2014
Jing Zhang; Mingyi He; Yuchao Dai,
"Modified affinity propagation clustering," Signal and
Information Processing (ChinaSIP),
2014 IEEE China Summit & International Conference on , vol., no.,
pp.505,509, 9-13 July 2014
Yuchao Dai, Hongdong Li, Mingyi He. “Projective
Multi-view Structure and Motion from Element-wise Factorization”. IEEE Transactions on
Pattern Analysis and Machine Intelligence (TPAMI), vol.35, no.9, pp.2238-2251, Sept.
2013. (ISI Impact Factor=8.329) (TPAMI is top journal in Artificial
Intelligence and Image Processing.) [Code] (Both the SDP
Version and the ADMM Version)
Richard Hartley, Jochen Trumpf, Yuchao Dai, and Hongdong Li. “Rotation Averaging”. International
Journal of Computer Vision (IJCV).July 2013, Volume 103, Issue 3, pp 267-305 (ISI Impact Factor=8.222) (IJCV is top journal in Artificial
Intelligence and Image Processing.)
Jae-hak Kim*, Yuchao Dai*, Hongdong Li, Xin Du and Jonghyuk Kim, Multi-View
3D Reconstruction from Uncalibrated Radially-Symmetric Cameras International
Conference on Computer Vision, ICCV
2013 (* Equal Contribution).
Jiaolong Yang, Yuchao Dai, Hongdong Li, Henry Gardner, and Yunde
Jia. "Single-Shot Extrinsic Calibration of
a Generically Configured RGB-D Camera Rig from Scene Constraints". ISMAR 2013.
(Full paper, oral presentation, acceptance rate is 25.2%) .
Yuchao Dai, Hongdong Li, Mingyi He. . CVPR
2012. (Oral) [Acceptance rate is 2.5% , i.e.
48 papers accepted as oral, out of 1933 submissions] Winner of CVPR Best Paper Award 2012. Video Code (Matlab source code is freely
available for academic users.) [Code]
Yuchao Dai, Mingyi He, Hongdong Li,Bo Li. Generic
Smoothness Constrained 3D Trajectory Reconstruction of Moving Object from
Monocular Video. China Science:
Information Science. 2012, 42(8):988-1006.
Yuchao Dai, Mingyi He, Hongdong Li,
Richard Hartley, Factorization-based Structure-and-motion Computation for
Generalized Camera Model. IEEE International Conference on Signal
Processing, Communications and Computing, 2011 (ICSPCC 2011), 1-6.
Yuchao Dai, Hongdong Li, Mingyi He. Element-wise Factorization for N-View
Projective Reconstruction. ECCV 2010. [Accept
Ratio: 322/1174=27.4%] (Awarded a student grant). 396-409.
Richard Hartley, Jochen Trumpf, Yuchao Dai, Rotation averaging and weak convexity. In Proceedings of
the 19th International Symposium on Mathematical Theory of Networks and Systems
(MTNS), pages 2435-2442, 2010.
Yuchao Dai, Jochen Trumpf, Hongdong Li,
Nick Barnes, Richad Hartley, Rotation Averaging with Application
to Camera-Rig Calibration, In Asian Conference on Computer Vision(ACCV 2009) [Accept
September 2009, Xian, China
Yuchao Dai, Hongdong Li, Mingyi He,
Chunhua Shen, Smooth Approximation for L-Infinity Norm, In: International
Conference on Digital Image Computing - Techniques and Applications (DICTA 2009), December 2009. Melbourne,
Yuchao Dai, Mingyi He, Hongdong Li, Two
Efficient Algorithms for Outlier Removal in Multi-view Geometry Using
L-Infinity Norm, In International Conference on Image and Graphics (ICIG 2009), Xi'an, China
Mingyi He; Yuchao Dai; Jing
Zhang; Image registration by integrating similarity
and epipolor constraints; IEEE conference on Industrial
Electronics and Applications(ICIEA 2008), June 2008, Singapore. Page(s):
Yuchao Dai, Mingyi He, Jing Zhang, Tao
Gao, Stereo Matching based on RBF Neutral Network, Application Research of Computers,
2008(11), In Chinese