学术成果

Selected Publications (See Google Scholar Citations page)

128 entries « 2 of 3 »

2021

Yuxin Mao; Jing Zhang; Zhexiong Wan; Yuchao Dai; Aixuan Li; Yunqiu Lv; Xinyu Tian; Deng-Ping Fan; Nick Barnes

Transformer transforms salient object detection and camouflaged object detection Journal Article

In: arXiv preprint arXiv:2104.10127, 2021.

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2020

Jiaojiao Li; Ruxing Cui; Bo Li; Rui Song; Yunsong Li; Yuchao Dai; Qian Du

Hyperspectral Image Super-Resolution by Band Attention Through Adversarial Learning Journal Article

In: IEEE Trans. Geosci. Remote. Sens., vol. 58, no. 6, pp. 4304–4318, 2020.

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Liyuan Pan; Yuchao Dai; Miaomiao Liu; Fatih Porikli; Quan Pan

Joint Stereo Video Deblurring, Scene Flow Estimation and Moving Object Segmentation Journal Article

In: IEEE Trans. Image Process., vol. 29, pp. 1748–1761, 2020.

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Dingfu Zhou; Yuchao Dai; Hongdong Li

Ground-Plane-Based Absolute Scale Estimation for Monocular Visual Odometry Journal Article

In: IEEE Trans. Intell. Transp. Syst., vol. 21, no. 2, pp. 791–802, 2020.

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Zhiyuan Zhang; Yuchao Dai; Jiadai Sun

Deep learning based point cloud registration: an overview Journal Article

In: Virtual Real. Intell. Hardw., vol. 2, no. 3, pp. 222–246, 2020.

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Dingfu Zhou; Xibin Song; Yuchao Dai; Junbo Yin; Feixiang Lu; Miao Liao; Jin Fang; Liangjun Zhang

IAFA: Instance-Aware Feature Aggregation for 3D Object Detection from a Single Image Proceedings Article

In: Ishikawa, Hiroshi; Liu, Cheng-Lin; Pajdla, Tomás; Shi, Jianbo (Ed.): Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30 - December 4, 2020, Revised Selected Papers, Part I, pp. 417–435, Springer, 2020.

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Zhibo Rao; Mingyi He; Yuchao Dai

Class Attention Network for Semantic Segmentation of Remote Sensing Images Proceedings Article

In: Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2020, Auckland, New Zealand, December 7-10, 2020, pp. 150–155, IEEE, 2020.

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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 Proceedings Article

In: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020, Seattle, WA, USA, June 13-19, 2020, pp. 1836–1846, IEEE, 2020.

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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 Proceedings Article

In: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020, Seattle, WA, USA, June 13-19, 2020, pp. 5630–5639, IEEE, 2020.

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Jing Zhang; Deng-Ping Fan; Yuchao Dai; Saeed Anwar; Fatemeh Sadat Saleh; Tong Zhang; Nick Barnes

UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders Proceedings Article

In: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020, Seattle, WA, USA, June 13-19, 2020, pp. 8579–8588, IEEE, 2020.

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Jing Zhang; Xin Yu; Aixuan Li; Peipei Song; Bowen Liu; Yuchao Dai

Weakly-Supervised Salient Object Detection via Scribble Annotations Proceedings Article

In: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020, Seattle, WA, USA, June 13-19, 2020, pp. 12543–12552, IEEE, 2020.

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Ke Wang; Bin Fan; Yuchao Dai

Relative Pose Estimation For Stereo Rolling Shutter Cameras Proceedings Article

In: IEEE International Conference on Image Processing, ICIP 2020, Abu Dhabi, United Arab Emirates, October 25-28, 2020, pp. 463–467, IEEE, 2020.

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Xiang Guo; Bo Li; Yuchao Dai; Tongxin Zhang; Hui Deng

Novel View Synthesis from only a 6-DoF Camera Pose by Two-stage Networks Proceedings Article

In: 25th International Conference on Pattern Recognition, ICPR 2020, Virtual Event / Milan, Italy, January 10-15, 2021, pp. 5028–5035, IEEE, 2020.

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Xuelian Cheng; Yiran Zhong; Mehrtash Harandi; Yuchao Dai; Xiaojun Chang; Hongdong Li; Tom Drummond; Zongyuan Ge

Hierarchical Neural Architecture Search for Deep Stereo Matching Proceedings Article

In: Larochelle, Hugo; Ranzato, Marc'Aurelio; Hadsell, Raia; Balcan, Maria-Florina; Lin, Hsuan-Tien (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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Jianyuan Wang; Yiran Zhong; Yuchao Dai; Kaihao Zhang; Pan Ji; Hongdong Li

Displacement-Invariant Matching Cost Learning for Accurate Optical Flow Estimation Proceedings Article

In: Larochelle, Hugo; Ranzato, Marc'Aurelio; Hadsell, Raia; Balcan, Maria-Florina; Lin, Hsuan-Tien (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

In: 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

In: IEEE Trans. Pattern Anal. Mach. Intell., vol. 43, no. 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

In: IEEE Trans. Circuits Syst. Video Technol., vol. 29, no. 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 Proceedings Article

In: 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 Proceedings Article

In: 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 Proceedings Article

In: 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 Proceedings Article

In: 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 Proceedings Article

In: 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 Proceedings Article

In: 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 Proceedings Article

In: 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 Proceedings Article

In: 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 Proceedings Article

In: 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 Proceedings Article

In: 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 Proceedings Article

In: 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 Proceedings Article

In: 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

In: Multim. Tools Appl., vol. 77, no. 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

In: Pattern Recognit., vol. 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

In: IEEE Trans. Intell. Transp. Syst., vol. 19, no. 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 Proceedings Article

In: 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 Proceedings Article

In: 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 Proceedings Article

In: 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 Proceedings Article

In: 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 Proceedings Article

In: 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 Proceedings Article

In: 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 Proceedings Article

In: 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

In: Image Vis. Comput., vol. 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

In: Pattern Recognit., vol. 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 Proceedings Article

In: 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 Proceedings Article

In: 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 Proceedings Article

In: 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 Proceedings Article

In: 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 Proceedings Article

In: 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 Proceedings Article

In: 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 Proceedings Article

In: 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 Proceedings Article

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

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128 entries « 2 of 3 »