学术成果

Selected Publications (See Google Scholar Citations page)

114 entries « 2 of 3 »

2020

Jianyuan Wang; Yiran Zhong; Yuchao Dai; Kaihao Zhang; Pan Ji; Hongdong Li

Displacement-Invariant Matching Cost Learning for Accurate Optical Flow Estimation Inproceedings

Larochelle, Hugo; Ranzato, Marc'Aurelio; Hadsell, Raia; -, Maria; -, Hsuan (Ed.): Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual, 2020.

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Liyuan Pan; Richard Hartley; Cedric Scheerlinck; Miaomiao Liu; Xin Yu; Yuchao Dai

High frame rate video reconstruction based on an event camera Journal Article

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020.

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2019

Suryansh Kumar; Yuchao Dai; Hongdong Li

Superpixel Soup: Monocular Dense 3D Reconstruction of a Complex Dynamic Scene Journal Article

IEEE Trans. Pattern Anal. Mach. Intell., 43 (5), pp. 1705–1717, 2019.

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Xibin Song; Yuchao Dai; Xueying Qin

Deeply Supervised Depth Map Super-Resolution as Novel View Synthesis Journal Article

IEEE Trans. Circuits Syst. Video Technol., 29 (8), pp. 2323–2336, 2019.

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Yuchao Dai; Zhidong Zhu; Zhibo Rao; Bo Li

MVS2: Deep Unsupervised Multi-View Stereo with Multi-View Symmetry Inproceedings

2019 International Conference on 3D Vision, 3DV 2019, Québec City, QC, Canada, September 16-19, 2019, pp. 1–8, IEEE, 2019.

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Dingfu Zhou; Jin Fang; Xibin Song; Chenye Guan; Junbo Yin; Yuchao Dai; Ruigang Yang

IoU Loss for 2D/3D Object Detection Inproceedings

2019 International Conference on 3D Vision, 3DV 2019, Québec City, QC, Canada, September 16-19, 2019, pp. 85–94, IEEE, 2019.

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Zhibo Rao; Mingyi He; Zhidong Zhu; Yuchao Dai; Renjie He

SDBF-Net: Semantic and Disparity Bidirectional Fusion Network for 3D Semantic Detection on Incidental Satellite Images Inproceedings

2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019, Lanzhou, China, November 18-21, 2019, pp. 438–444, IEEE, 2019.

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Zhibo Rao; Mingyi He; Yuchao Dai; Zhidong Zhu; Bo Li; Renjie He

MSDC-Net: Multi-Scale Dense and Contextual Networks for Stereo Matching Inproceedings

2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019, Lanzhou, China, November 18-21, 2019, pp. 578–583, IEEE, 2019.

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Xibin Song; 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 Inproceedings

IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2019, Long Beach, CA, USA, June 16-20, 2019, pp. 5452–5462, Computer Vision Foundation / IEEE, 2019.

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Hongguang Zhang; Yuchao Dai; Hongdong Li; Piotr Koniusz

Deep Stacked Hierarchical Multi-Patch Network for Image Deblurring Inproceedings

IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2019, Long Beach, CA, USA, June 16-20, 2019, pp. 5978–5986, Computer Vision Foundation / IEEE, 2019.

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Liyuan Pan; Richard I. Hartley; Miaomiao Liu; Yuchao Dai

Phase-Only Image Based Kernel Estimation for Single Image Blind Deblurring Inproceedings

IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2019, Long Beach, CA, USA, June 16-20, 2019, pp. 6034–6043, Computer Vision Foundation / IEEE, 2019.

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Xuelian Cheng; Yiran Zhong; Yuchao Dai; Pan Ji; Hongdong Li

Noise-Aware Unsupervised Deep Lidar-Stereo Fusion Inproceedings

IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2019, Long Beach, CA, USA, June 16-20, 2019, pp. 6339–6348, Computer Vision Foundation / IEEE, 2019.

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Liyuan Pan; Cedric Scheerlinck; Xin Yu; Richard Hartley; Miaomiao Liu; Yuchao Dai

Bringing a Blurry Frame Alive at High Frame-Rate With an Event Camera Inproceedings

IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2019, Long Beach, CA, USA, June 16-20, 2019, pp. 6820–6829, Computer Vision Foundation / IEEE, 2019.

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Yiran Zhong; Pan Ji; Jianyuan Wang; Yuchao Dai; Hongdong Li

Unsupervised Deep Epipolar Flow for Stationary or Dynamic Scenes Inproceedings

IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2019, Long Beach, CA, USA, June 16-20, 2019, pp. 12095–12104, Computer Vision Foundation / IEEE, 2019.

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Liu Liu; Hongdong Li; Yuchao Dai

Stochastic Attraction-Repulsion Embedding for Large Scale Image Localization Inproceedings

2019 IEEE/CVF International Conference on Computer Vision, ICCV 2019, Seoul, Korea (South), October 27 - November 2, 2019, pp. 2570–2579, IEEE, 2019.

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Liyuan Pan; Yuchao Dai; Miaomiao Liu

Single Image Deblurring and Camera Motion Estimation With Depth Map Inproceedings

IEEE Winter Conference on Applications of Computer Vision, WACV 2019, Waikoloa Village, HI, USA, January 7-11, 2019, pp. 2116–2125, IEEE, 2019.

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2018

Bo Li; Mingyi He; Yuchao Dai; Xuelian Cheng; Yucheng Chen

3D skeleton based action recognition by video-domain translation-scale invariant mapping and multi-scale dilated CNN Journal Article

Multim. Tools Appl., 77 (17), pp. 22901–22921, 2018.

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Bo Li; Yuchao Dai; Mingyi He

Monocular depth estimation with hierarchical fusion of dilated CNNs and soft-weighted-sum inference Journal Article

Pattern Recognit., 83 , pp. 328–339, 2018.

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Liu Liu; Hongdong Li; Yuchao Dai; Quan Pan

Robust and Efficient Relative Pose With a Multi-Camera System for Autonomous Driving in Highly Dynamic Environments Journal Article

IEEE Trans. Intell. Transp. Syst., 19 (8), pp. 2432–2444, 2018.

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Suryansh Kumar; Anoop Cherian; Yuchao Dai; Hongdong Li

Scalable Dense Non-Rigid Structure-From-Motion: A Grassmannian Perspective Inproceedings

2018 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2018, Salt Lake City, UT, USA, June 18-22, 2018, pp. 254–263, IEEE Computer Society, 2018.

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Jing Zhang; Tong Zhang; Yuchao Dai; Mehrtash Harandi; Richard I. Hartley

Deep Unsupervised Saliency Detection: A Multiple Noisy Labeling Perspective Inproceedings

2018 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2018, Salt Lake City, UT, USA, June 18-22, 2018, pp. 9029–9038, IEEE Computer Society, 2018.

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Yiran Zhong; Hongdong Li; Yuchao Dai

Open-World Stereo Video Matching with Deep RNN Inproceedings

Ferrari, Vittorio; Hebert, Martial; Sminchisescu, Cristian; Weiss, Yair (Ed.): Computer Vision - ECCV 2018 - 15th European Conference, Munich, Germany, September 8-14, 2018, Proceedings, Part II, pp. 104–119, Springer, 2018.

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Yiran Zhong; Yuchao Dai; Hongdong Li

Stereo Computation for a Single Mixture Image Inproceedings

Ferrari, Vittorio; Hebert, Martial; Sminchisescu, Cristian; Weiss, Yair (Ed.): Computer Vision - ECCV 2018 - 15th European Conference, Munich, Germany, September 8-14, 2018, Proceedings, Part IX, pp. 441–456, Springer, 2018.

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Xiang Guo; Yuchao Dai

Occluded Joints Recovery in 3D Human Pose Estimation based on Distance Matrix Inproceedings

24th International Conference on Pattern Recognition, ICPR 2018, Beijing, China, August 20-24, 2018, pp. 1325–1330, IEEE Computer Society, 2018.

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Yiran Zhong; Yuchao Dai; Hongdong Li

3D Geometry-Aware Semantic Labeling of Outdoor Street Scenes Inproceedings

24th International Conference on Pattern Recognition, ICPR 2018, Beijing, China, August 20-24, 2018, pp. 2343–2349, IEEE Computer Society, 2018.

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Liyuan Pan; Yuchao Dai; Miaomiao Liu; Fatih Porikli

Depth Map Completion by Jointly Exploiting Blurry Color Images and Sparse Depth Maps Inproceedings

2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018, Lake Tahoe, NV, USA, March 12-15, 2018, pp. 1377–1386, IEEE Computer Society, 2018.

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2017

Dingfu Zhou; Vincent Frémont; Benjamin Quost; Yuchao Dai; Hongdong Li

Moving object detection and segmentation in urban environments from a moving platform Journal Article

Image Vis. Comput., 68 , pp. 76–87, 2017.

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Suryansh Kumar; Yuchao Dai; Hongdong Li

Spatio-temporal union of subspaces for multi-body non-rigid structure-from-motion Journal Article

Pattern Recognit., 71 , pp. 428–443, 2017.

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Jing Zhang; Yuchao Dai; Fatih Porikli; Mingyi He

Multi-scale salient object detection with pyramid spatial pooling Inproceedings

2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2017, Kuala Lumpur, Malaysia, December 12-15, 2017, pp. 1286–1291, IEEE, 2017.

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Liyuan Pan; Yuchao Dai; Miaomiao Liu; Fatih Porikli

Simultaneous Stereo Video Deblurring and Scene Flow Estimation Inproceedings

2017 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017, Honolulu, HI, USA, July 21-26, 2017, pp. 6987–6996, IEEE Computer Society, 2017.

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Jing Zhang; Yuchao Dai; Bo Li; Mingyi He

Attention to the Scale: Deep Multi-Scale Salient Object Detection Inproceedings

2017 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2017, Sydney, Australia, November 29 - December 1, 2017, pp. 1–7, IEEE, 2017.

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Pan Ji; Hongdong Li; Yuchao Dai; Ian D. Reid

"Maximizing Rigidity" Revisited: A Convex Programming Approach for Generic 3D Shape Reconstruction from Multiple Perspective Views Inproceedings

IEEE International Conference on Computer Vision, ICCV 2017, Venice, Italy, October 22-29, 2017, pp. 929–937, IEEE Computer Society, 2017.

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Liu Liu; Hongdong Li; Yuchao Dai

Efficient Global 2D-3D Matching for Camera Localization in a Large-Scale 3D Map Inproceedings

IEEE International Conference on Computer Vision, ICCV 2017, Venice, Italy, October 22-29, 2017, pp. 2391–2400, IEEE Computer Society, 2017.

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Suryansh Kumar; Yuchao Dai; Hongdong Li

Monocular Dense 3D Reconstruction of a Complex Dynamic Scene from Two Perspective Frames Inproceedings

IEEE International Conference on Computer Vision, ICCV 2017, Venice, Italy, October 22-29, 2017, pp. 4659–4667, IEEE Computer Society, 2017.

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Jing Zhang; Bo Li; Yuchao Dai; Fatih Porikli; Mingyi He

Integrated deep and shallow networks for salient object detection Inproceedings

2017 IEEE International Conference on Image Processing, ICIP 2017, Beijing, China, September 17-20, 2017, pp. 1537–1541, IEEE, 2017.

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Yuchao Dai; Huizhong Deng; Mingyi He

Dense non-rigid structure-from-motion made easy - A spatial-temporal smoothness based solution Inproceedings

2017 IEEE International Conference on Image Processing, ICIP 2017, Beijing, China, September 17-20, 2017, pp. 4532–4536, IEEE, 2017.

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Bo Li; Yuchao Dai; Xuelian Cheng; Huahui Chen; Yi Lin; Mingyi He

Skeleton based action recognition using translation-scale invariant image mapping and multi-scale deep CNN Inproceedings

2017 IEEE International Conference on Multimedia & Expo Workshops, ICME Workshops, Hong Kong, China, July 10-14, 2017, pp. 601–604, IEEE Computer Society, 2017.

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Bo Li; Huahui Chen; Yucheng Chen; Yuchao Dai; Mingyi He

Skeleton boxes: Solving skeleton based action detection with a single deep convolutional neural network Inproceedings

2017 IEEE International Conference on Multimedia & Expo Workshops, ICME Workshops, Hong Kong, China, July 10-14, 2017, pp. 613–616, IEEE Computer Society, 2017.

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Zhipeng Xiao; Hongdong Li; Dingfu Zhou; Yuchao Dai; Bin Dai

Accurate extrinsic calibration between monocular camera and sparse 3D Lidar points without markers Inproceedings

IEEE Intelligent Vehicles Symposium, IV 2017, Los Angeles, CA, USA, June 11-14, 2017, pp. 424–429, IEEE, 2017.

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Jing Zhang; Yuchao Dai; Fatih Porikli

Deep Salient Object Detection by Integrating Multi-level Cues Inproceedings

2017 IEEE Winter Conference on Applications of Computer Vision, WACV 2017, Santa Rosa, CA, USA, March 24-31, 2017, pp. 1–10, IEEE Computer Society, 2017.

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2016

Suryansh Kumar; Yuchao Dai; Hongdong Li

Multi-Body Non-Rigid Structure-from-Motion Inproceedings

Fourth International Conference on 3D Vision, 3DV 2016, Stanford, CA, USA, October 25-28, 2016, pp. 148–156, IEEE Computer Society, 2016.

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Xibin Song; Yuchao Dai; Xueying Qin

Deep Depth Super-Resolution: Learning Depth Super-Resolution Using Deep Convolutional Neural Network Inproceedings

-, Shang; Lepetit, Vincent; Nishino, Ko; Sato, Yoichi (Ed.): Computer Vision - ACCV 2016 - 13th Asian Conference on Computer Vision, Taipei, Taiwan, November 20-24, 2016, Revised Selected Papers, Part IV, pp. 360–376, Springer, 2016.

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Jiaolong Yang; Hongdong Li; Yuchao Dai; Robby T. Tan

Robust Optical Flow Estimation of Double-Layer Images under Transparency or Reflection Inproceedings

2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016, Las Vegas, NV, USA, June 27-30, 2016, pp. 1410–1419, IEEE Computer Society, 2016.

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Yuchao Dai; Hongdong Li; Laurent Kneip

Rolling Shutter Camera Relative Pose: Generalized Epipolar Geometry Inproceedings

2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016, Las Vegas, NV, USA, June 27-30, 2016, pp. 4132–4140, IEEE Computer Society, 2016.

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Yuchao Dai; Hongdong Li

Simultaneous Correspondences Estimation and Non-Rigid Structure Reconstruction Inproceedings

2016 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016, Gold Coast, Australia, November 30 - December 2, 2016, pp. 1–7, IEEE, 2016.

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Huizhong Deng; Yuchao Dai

Pushing the limit of non-rigid structure-from-motion by shape clustering Inproceedings

2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016, Shanghai, China, March 20-25, 2016, pp. 1999–2003, IEEE, 2016.

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Dingfu Zhou; Yuchao Dai; Hongdong Li

Reliable scale estimation and correction for monocular Visual Odometry Inproceedings

2016 IEEE Intelligent Vehicles Symposium, IV 2016, Gotenburg, Sweden, June 19-22, 2016, pp. 490–495, IEEE, 2016.

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2015

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 Inproceedings

IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015, Boston, MA, USA, June 7-12, 2015, pp. 1119–1127, IEEE Computer Society, 2015.

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Jiayan Qiu; Yuchao Dai; Yuhang Zhang; Jose M. Alvarez

Hierarchical Aggregation Based Deep Aging Feature for Age Prediction Inproceedings

2015 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2015, Adelaide, Australia, November 23-25, 2015, pp. 1–5, IEEE, 2015.

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2014

Yuchao Dai; Hongdong Li; Mingyi He

A Simple Prior-Free Method for Non-rigid Structure-from-Motion Factorization Journal Article

Int. J. Comput. Vis., 107 (2), pp. 101–122, 2014.

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114 entries « 2 of 3 »