Designing Deep Networks for Surface Normal Estimation

18 November 2014

Papers citing "Designing Deep Networks for Surface Normal Estimation"

50 / 72 papers shown

Title
Benchmarking Feature Upsampling Methods for Vision Foundation Models using Interactive Segmentation Volodymyr Havrylov Haiwen Huang Dan Zhang Andreas Geiger 122 0 0 04 May 2025
Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think Gonzalo Martin Garcia Karim Abou Zeid Christian Schmidt Daan de Geus Alexander Hermans Bastian Leibe 37 24 0 17 Sep 2024
StableNormal: Reducing Diffusion Variance for Stable and Sharp Normal Chongjie Ye Lingteng Qiu Xiaodong Gu Qi Zuo Yushuang Wu Zilong Dong Liefeng Bo Yuliang Xiu Xiaoguang Han DiffM 38 39 0 24 Jun 2024
Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation Mu Hu Wei Yin C. Zhang Zhipeng Cai Xiaoxiao Long Kaixuan Wang Kaixuan Wang Gang Yu Chunhua Shen Shaojie Shen 3DGS 54 116 0 22 Mar 2024
Digging Into Normal Incorporated Stereo Matching Zihua Liu Songyan Zhang Zhicheng Wang Masatoshi Okutomi 3DV 19 4 0 28 Feb 2024
PolyMaX: General Dense Prediction with Mask Transformer Xuan S. Yang Liangzhe Yuan Kimberly Wilber Astuti Sharma Xiuye Gu ... Stephanie Debats Huisheng Wang Hartwig Adam Mikhail Sirotenko Liang-Chieh Chen 28 14 0 09 Nov 2023
Understanding 3D Object Interaction from a Single Image Shengyi Qian David Fouhey 28 15 0 16 May 2023
Universal Representations: A Unified Look at Multiple Task and Domain Learning Wei-Hong Li Xialei Liu Hakan Bilen SSL OOD 28 27 0 06 Apr 2022
Understanding 3D Object Articulation in Internet Videos Shengyi Qian Linyi Jin C. Rockwell Siyi Chen David Fouhey 25 28 0 30 Mar 2022
Semi-Supervised Learning with Mutual Distillation for Monocular Depth Estimation Jongbeom Baek Gyeongnyeon Kim Seung Wook Kim FedML MDE 33 12 0 18 Mar 2022
Shape from Polarization for Complex Scenes in the Wild Chenyang Lei Chenyang Qi Jiaxin Xie Na Fan V. Koltun Qifeng Chen 32 60 0 21 Dec 2021
What's Behind the Couch? Directed Ray Distance Functions (DRDF) for 3D Scene Reconstruction Nilesh Kulkarni Justin Johnson David Fouhey 3DV 25 7 0 08 Dec 2021
CamLessMonoDepth: Monocular Depth Estimation with Unknown Camera Parameters Sai Shyam Chanduri Zeeshan Khan Suri Igor Vozniak Christian Müller MDE 23 12 0 27 Oct 2021
Estimating and Exploiting the Aleatoric Uncertainty in Surface Normal Estimation Gwangbin Bae Ignas Budvytis R. Cipolla 29 113 0 20 Sep 2021
StructDepth: Leveraging the structural regularities for self-supervised indoor depth estimation Boying Li Yuan Huang Zeyu Liu Danping Zou Wenxian Yu MDE 20 51 0 19 Aug 2021
Feature Pyramid Network for Multi-task Affective Analysis Ruian He Zhen Xing Weimin Tan Bo Yan CVBM 22 8 0 08 Jul 2021
Shape and Material Capture at Home Daniel Lichy Jiaye Wu Soumyadip Sengupta David Jacobs 3DV 33 41 0 13 Apr 2021
Adaptive Surface Normal Constraint for Depth Estimation Xiaoxiao Long Cheng Lin Lingjie Liu Wei Li Christian Theobalt Ruigang Yang Wenping Wang 3DV 27 58 0 29 Mar 2021
Planar Surface Reconstruction from Sparse Views Linyi Jin Shengyi Qian Andrew Owens David Fouhey 3DV 26 38 0 26 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
GeoNet++: Iterative Geometric Neural Network with Edge-Aware Refinement for Joint Depth and Surface Normal Estimation Xiaojuan Qi Zhengzhe Liu Renjie Liao Philip H. S. Torr R. Urtasun Jiaya Jia 3DV 24 58 0 13 Dec 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 27 14 0 09 Nov 2020
OASIS: A Large-Scale Dataset for Single Image 3D in the Wild Weifeng Chen Shengyi Qian David Fan Noriyuki Kojima Max Hamilton Jia Deng 3DV 22 59 0 26 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 17 69 0 15 Jul 2020
Deep Ordinal Regression with Label Diversity Axel Berg Magnus Oskarsson Mark O'Connor 22 50 0 29 Jun 2020
Cross-modal Deep Face Normals with Deactivable Skip Connections Victoria Fernandez-Abrevaya A. Boukhayma Philip H. S. Torr Edmond Boyer CVBM 40 41 0 21 Mar 2020
$360^o$ Surface Regression with a Hyper-Sphere Loss Antonis Karakottas N. Zioulis Stamatis Samaras Dimitrios Ataloglou V. Gkitsas D. Zarpalas P. Daras 3DH 18 8 0 16 Sep 2019
UM-Adapt: Unsupervised Multi-Task Adaptation Using Adversarial Cross-Task Distillation Jogendra Nath Kundu Nishank Lakkakula R. Venkatesh Babu 19 59 0 11 Aug 2019
Detecting Photoshopped Faces by Scripting Photoshop Sheng-Yu Wang Oliver Wang Andrew Owens Richard Y. Zhang Alexei A. Efros CVBM PICV 14 134 0 13 Jun 2019
Generating and Exploiting Probabilistic Monocular Depth Estimates Zhihao Xia Patrick Sullivan Ayan Chakrabarti UQCV VLM MDE 22 34 0 13 Jun 2019
Pattern-Affinitive Propagation across Depth, Surface Normal and Semantic Segmentation Zhenyu Zhang Zhen Cui Chunyan Xu Yan Yan N. Sebe Jian Yang MDE 17 280 0 08 Jun 2019
PI-Net: A Deep Learning Approach to Extract Topological Persistence Images Anirudh Som Hongjun Choi K. Ramamurthy M. Buman P. Turaga 3DH 24 29 0 05 Jun 2019
Scaling and Benchmarking Self-Supervised Visual Representation Learning Priya Goyal D. Mahajan Abhinav Gupta Ishan Misra SSL 24 396 0 03 May 2019
Deep Surface Normal Estimation with Hierarchical RGB-D Fusion Jin Zeng Yanfeng Tong Yunmu Huang Qiong Yan Wenxiu Sun J. Chen Yongtian Wang 3DH 19 67 0 06 Apr 2019
Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning Shichen Liu Tianye Li Weikai Chen Hao Li 3DV 19 686 0 03 Apr 2019
FrameNet: Learning Local Canonical Frames of 3D Surfaces from a Single RGB Image Jingwei Huang Yichao Zhou Thomas Funkhouser Leonidas J. Guibas 3DV 28 45 0 29 Mar 2019
Inferring Point Clouds from Single Monocular Images by Depth Intermediation Wei Zeng Sezer Karaoglu Theo Gevers 3DPC 21 19 0 04 Dec 2018
Geometry-Aware Network for Non-Rigid Shape Prediction from a Single View Albert Pumarola Antonio Agudo Lorenzo Porzi Alberto Sanfeliu Vincent Lepetit Francesc Moreno-Noguer 3DPC 3DH 31 59 0 27 Sep 2018
Learning Shape Priors for Single-View 3D Completion and Reconstruction Jiajun Wu Chengkai Zhang Xiuming Zhang Zhoutong Zhang William T. Freeman J. Tenenbaum 3DV 13 184 0 13 Sep 2018
Towards real-time unsupervised monocular depth estimation on CPU Matteo Poggi Filippo Aleotti Fabio Tosi S. Mattoccia MDE 18 156 0 29 Jun 2018
MarrNet: 3D Shape Reconstruction via 2.5D Sketches Jiajun Wu Yifan Wang Tianfan Xue Xingyuan Sun Bill Freeman J. Tenenbaum 3DV 43 418 0 08 Nov 2017
Generic 3D Representation via Pose Estimation and Matching Amir Zamir T. Wekel Pulkit Agrawal Colin Wei Jitendra Malik Silvio Savarese 3DV 8 94 0 23 Oct 2017
Content-Adaptive Sketch Portrait Generation by Decompositional Representation Learning Dongyu Zhang Liang Lin Tianshui Chen X. Wu Wenwei Tan E. Izquierdo 3DV 19 47 0 04 Oct 2017
Matterport3D: Learning from RGB-D Data in Indoor Environments Angel X. Chang Angela Dai Thomas Funkhouser Maciej Halber Matthias Nießner Manolis Savva Shuran Song Andy Zeng Yinda Zhang 3DV 3DPC 16 1,858 0 18 Sep 2017
Convolutional Neural Networks for Non-iterative Reconstruction of Compressively Sensed Images Suhas Lohit K. Kulkarni Ronan Kerviche P. Turaga A. Ashok 9 114 0 15 Aug 2017
Transitive Invariance for Self-supervised Visual Representation Learning X. Wang Kaiming He Abhinav Gupta OOD SSL 19 179 0 09 Aug 2017
GPLAC: Generalizing Vision-Based Robotic Skills using Weakly Labeled Images Avi Singh Larry Yang Sergey Levine 14 23 0 07 Aug 2017
Be Careful What You Backpropagate: A Case For Linear Output Activations & Gradient Boosting Anders Øland Aayush Bansal Roger B. Dannenberg Bhiksha Raj 23 14 0 13 Jul 2017
Joint Prediction of Depths, Normals and Surface Curvature from RGB Images using CNNs Thanuja Dharmasiri Andrew Spek Tom Drummond 3DV 11 28 0 23 Jun 2017
Surface Normals in the Wild Weifeng Chen Donglai Xiang Jia Deng 3DH 9 36 0 10 Apr 2017