Enforcing geometric constraints of virtual normal for depth prediction

29 July 2019

Wei Yin

Yifan Liu

Chunhua Shen

Youliang Yan

3DV

MDE

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Papers citing "Enforcing geometric constraints of virtual normal for depth prediction"

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Title
ChiTransformer:Towards Reliable Stereo from Cues Qing Su Shihao Ji MDE ViT 18 12 0 09 Mar 2022
Fast Neural Architecture Search for Lightweight Dense Prediction Networks Lam Huynh Esa Rahtu Juan E. Sala Matas J. Heikkilä 20 2 0 03 Mar 2022
NeW CRFs: Neural Window Fully-connected CRFs for Monocular Depth Estimation Weihao Yuan Xiaodong Gu Zuozhuo Dai Siyu Zhu Ping Tan 36 175 0 03 Mar 2022
On Monocular Depth Estimation and Uncertainty Quantification using Classification Approaches for Regression Xuanlong Yu Gianni Franchi Emanuel Aldea UQCV 35 2 0 24 Feb 2022
Light Robust Monocular Depth Estimation For Outdoor Environment Via Monochrome And Color Camera Fusion Hyeonsoo Jang Yeongmin Ko Younkwan Lee M. Jeon MDE 25 1 0 24 Feb 2022
Transformers in Self-Supervised Monocular Depth Estimation with Unknown Camera Intrinsics Arnav Varma Hemang Chawla Bahram Zonooz Elahe Arani ViT MDE 36 49 0 07 Feb 2022
Consistent Depth Prediction under Various Illuminations using Dilated Cross Attention Zitian Zhang Chuhua Xian 3DV MDE 35 0 0 15 Dec 2021
Toward Practical Monocular Indoor Depth Estimation Cho-Ying Wu Jialiang Wang Michael Hall Ulrich Neumann Shuochen Su 3DV MDE 43 62 0 04 Dec 2021
Object-aware Monocular Depth Prediction with Instance Convolutions Enis Simsar Evin Pınar Örnek Fabian Manhardt Helisa Dhamo Nassir Navab F. Tombari 3DH MDE 36 1 0 02 Dec 2021
A benchmark with decomposed distribution shifts for 360 monocular depth estimation G. Albanis N. Zioulis Petros Drakoulis Federico Álvarez D. Zarpalas P. Daras MDE 40 0 0 01 Dec 2021
See Yourself in Others: Attending Multiple Tasks for Own Failure Detection Bo Sun Jiaxu Xing Hermann Blum Roland Siegwart Cesar Cadena 36 12 0 06 Oct 2021
Weakly-Supervised Monocular Depth Estimationwith Resolution-Mismatched Data Jialei Xu Yuanchao Bai Xianming Liu Junjun Jiang Xiangyang Ji MDE 41 5 0 23 Sep 2021
RGB-D Salient Object Detection with Ubiquitous Target Awareness Yifan Zhao Jiawei Zhao Jia Li Xiaowu Chen 51 46 0 08 Sep 2021
Pano3D: A Holistic Benchmark and a Solid Baseline for $360^o$ Depth Estimation G. Albanis N. Zioulis Petros Drakoulis V. Gkitsas V. Sterzentsenko Federico Álvarez D. Zarpalas P. Daras MDE 32 47 0 06 Sep 2021
Lightweight Monocular Depth with a Novel Neural Architecture Search Method Lam Huynh Phong H. Nguyen Jirí Matas Esa Rahtu J. Heikkilä 29 10 0 25 Aug 2021
Monocular Depth Estimation Primed by Salient Point Detection and Normalized Hessian Loss Lam Huynh Matteo Pedone Phong H. Nguyen Jirí Matas Esa Rahtu J. Heikkilä MDE 3DPC 18 3 0 25 Aug 2021
StructDepth: Leveraging the structural regularities for self-supervised indoor depth estimation Boying Li Yuan Huang Zeyu Liu Danping Zou Wenxian Yu MDE 26 51 0 19 Aug 2021
Towards Interpretable Deep Networks for Monocular Depth Estimation Zunzhi You Yi-Hsuan Tsai W. Chiu Guanbin Li FAtt 34 17 0 11 Aug 2021
MonoIndoor: Towards Good Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments Pan Ji Runze Li B. Bhanu Yi Tian Xu MDE 29 68 0 26 Jul 2021
SGTBN: Generating Dense Depth Maps from Single-Line LiDAR Hengjie Lu Shugong Xu Shan Cao 3DV 30 9 0 24 Jun 2021
EdgeConv with Attention Module for Monocular Depth Estimation Minhyeok Lee Sangwon Hwang Chaewon Park Sangyoun Lee MDE 3DPC 13 17 0 16 Jun 2021
Mirror3D: Depth Refinement for Mirror Surfaces J. Tan W. Lin Angel X. Chang Manolis Savva MDE 21 22 0 11 Jun 2021
LAFFNet: A Lightweight Adaptive Feature Fusion Network for Underwater Image Enhancement Hao-Hsiang Yang Kuan-Chih Huang Wei-Ting Chen 35 59 0 04 May 2021
S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation Xiaotian Chen Yuwang Wang Xuejin Chen Wenjun Zeng 3DV 3DPC MDE 31 54 0 02 Apr 2021
Adaptive Surface Normal Constraint for Depth Estimation Xiaoxiao Long Cheng Lin Lingjie Liu Wei Li Christian Theobalt Ruigang Yang Wenping Wang 3DV 35 5 0 29 Mar 2021
Vision Transformers for Dense Prediction René Ranftl Alexey Bochkovskiy V. Koltun ViT MDE 45 1,662 0 24 Mar 2021
Monocular Depth Estimation through Virtual-world Supervision and Real-world SfM Self-Supervision A. Gurram Ahmet Faruk Tuna Fengyi Shen O. Urfalioglu Antonio M. López MDE 20 42 0 22 Mar 2021
Virtual Normal: Enforcing Geometric Constraints for Accurate and Robust Depth Prediction Wei Yin Yifan Liu Chunhua Shen MDE 22 72 0 07 Mar 2021
Polarimetric Monocular Dense Mapping Using Relative Deep Depth Prior M. Shakeri S. Loo Hong Zhang MDE 30 14 0 10 Feb 2021
Where, What, Whether: Multi-modal Learning Meets Pedestrian Detection Yan Luo Chongyang Zhang Muming Zhao Hao Zhou Jun Sun 19 26 0 20 Dec 2020
DeepVideoMVS: Multi-View Stereo on Video with Recurrent Spatio-Temporal Fusion Arda Duzcceker S. Galliani Christoph Vogel Pablo Speciale Mihai Dusmanu Marc Pollefeys MDE 15 96 0 03 Dec 2020
AdaBins: Depth Estimation using Adaptive Bins S. Bhat Ibraheem Alhashim Peter Wonka 3DV MDE ViT 66 835 0 28 Nov 2020
SeasonDepth: Cross-Season Monocular Depth Prediction Dataset and Benchmark under Multiple Environments Hanjiang Hu B. Yang Zhijian Qiao Shiqi Liu Weiang Shi Zuxin Liu Wenhao Ding Ding Zhao Hesheng Wang VLM MDE 35 14 0 09 Nov 2020
EDEN: Multimodal Synthetic Dataset of Enclosed GarDEN Scenes Hoàng-Ân Lê Thomas Mensink P. Das Sezer Karaoglu Theo Gevers 3DV 14 20 0 09 Nov 2020
Distortion-aware Monocular Depth Estimation for Omnidirectional Images Hong-xiang Chen Kunhong Li Zhiheng Fu Mengyi Liu Zonghao Chen Yulan Guo MDE 53 34 0 18 Oct 2020
Improving Monocular Depth Estimation by Leveraging Structural Awareness and Complementary Datasets Tian Chen S. An Yuan Zhang Chongyang Ma Huayan Wang Xiaoyan Guo Wen Zheng MDE 41 31 0 22 Jul 2020
$P$^{2}$Net: Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation$ P $^{2}$ Net: Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation Zehao Yu Lei Jin Shenghua Gao 3DPC 3DV MDE 23 69 0 15 Jul 2020
FCOS: A simple and strong anchor-free object detector Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 29 595 0 14 Jun 2020
Auto-Rectify Network for Unsupervised Indoor Depth Estimation Jiawang Bian Huangying Zhan Naiyan Wang Tat-Jun Chin Chunhua Shen Ian Reid SSL MDE 29 57 0 04 Jun 2020
Is Depth Really Necessary for Salient Object Detection? Jiawei Zhao Yifan Zhao Jia Li Xiaowu Chen 26 71 0 30 May 2020
Guiding Monocular Depth Estimation Using Depth-Attention Volume Lam Huynh Phong Nguyen-Ha Jirí Matas Esa Rahtu J. Heikkilä MDE 22 150 0 06 Apr 2020
Context Prior for Scene Segmentation Changqian Yu Jingbo Wang Changxin Gao Gang Yu Chunhua Shen Nong Sang 13 268 0 03 Apr 2020
Monocular Depth Prediction through Continuous 3D Loss Minghan Zhu M. G. Jadidi Yuanxin Zhong Pingping Lu Zhong Cao Ryan Eustice H. Peng 3DH 3DPC 3DV MDE 15 4 0 21 Mar 2020
Conditional Convolutions for Instance Segmentation Zhi Tian Chunhua Shen Hao Chen ISeg 182 597 0 12 Mar 2020
DiverseDepth: Affine-invariant Depth Prediction Using Diverse Data Wei Yin Xinlong Wang Chunhua Shen Yifan Liu Zhi Tian Songcen Xu Changming Sun Dou Renyin 3DH MDE 19 70 0 03 Feb 2020
Perception and Navigation in Autonomous Systems in the Era of Learning: A Survey Yang Tang Chaoqiang Zhao Jianrui Wang Chongzhen Zhang Qiyu Sun Weixing Zheng W. Du Feng Qian Jürgen Kurths 18 65 0 08 Jan 2020
Using Depth for Pixel-Wise Detection of Adversarial Attacks in Crowd Counting Weizhe Liu Mathieu Salzmann Pascal Fua AAML 27 9 0 26 Nov 2019
Exploiting temporal consistency for real-time video depth estimation Haokui Zhang Chunhua Shen Ying Li Yuanzhouhan Cao Yu Liu Youliang Yan MDE 22 110 0 10 Aug 2019
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 200 1,708 0 06 Jun 2018
Designing Deep Networks for Surface Normal Estimation Xinyu Wang David Fouhey Abhinav Gupta 3DV SSL 167 353 0 18 Nov 2014