Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation

29 March 2018

Dan Xu

Papers citing "Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation"

38 / 138 papers shown

Title
Monocular Depth Estimation Based On Deep Learning: An Overview Chaoqiang Zhao Qiyu Sun Chongzhen Zhang Yang Tang Feng Qian MDE 69 251 0 14 Mar 2020
Low-viewpoint forest depth dataset for sparse rover swarms Chaoyue Niu Danesh Tarapore Klaus-Peter Zauner 22 9 0 09 Mar 2020
Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation Hao Tang Philip Torr N. Sebe 48 37 0 03 Feb 2020
MTI-Net: Multi-Scale Task Interaction Networks for Multi-Task Learning Simon Vandenhende Stamatios Georgoulis Luc Van Gool 31 219 0 19 Jan 2020
AttentionGAN: Unpaired Image-to-Image Translation using Attention-Guided Generative Adversarial Networks Hao Tang Hong Liu Dan Xu Philip Torr N. Sebe GAN 29 208 0 27 Nov 2019
Using Panoramic Videos for Multi-person Localization and Tracking in a 3D Panoramic Coordinate Fan Yang Feiran Li Yang Wu S. Sakti Satoshi Nakamura 27 5 0 24 Nov 2019
CSPN++: Learning Context and Resource Aware Convolutional Spatial Propagation Networks for Depth Completion Xinjing Cheng Peng Wang Chenye Guan Ruigang Yang 20 222 0 13 Nov 2019
Task-Aware Monocular Depth Estimation for 3D Object Detection Xinlong Wang Wei Yin Tao Kong Yuning Jiang Lei Li Chunhua Shen MDE 24 59 0 17 Sep 2019
Progressive Fusion for Unsupervised Binocular Depth Estimation using Cycled Networks Andrea Pilzer Stéphane Lathuilière Dan Xu M. Puscas Elisa Ricci N. Sebe MDE 18 25 0 17 Sep 2019
Unsupervised Domain Adaptation for Depth Prediction from Images A. Tonioni Matteo Poggi S. Mattoccia Luigi Di Stefano MDE 27 82 0 09 Sep 2019
Structured Coupled Generative Adversarial Networks for Unsupervised Monocular Depth Estimation M. Puscas Dan Xu Andrea Pilzer N. Sebe GAN MDE 16 18 0 15 Aug 2019
Enhancing self-supervised monocular depth estimation with traditional visual odometry Lorenzo Andraghetti Panteleimon Myriokefalitakis Pier Luigi Dovesi Belén Luque Matteo Poggi Alessandro Pieropan S. Mattoccia MDE 36 41 0 08 Aug 2019
Learning Depth from Monocular Videos Using Synthetic Data: A Temporally-Consistent Domain Adaptation Approach Yipeng Mou Biwei Huang Huan Fu Kayhan Batmanghelich Kun Zhang Dacheng Tao MDE 22 5 0 16 Jul 2019
Structure-Aware Residual Pyramid Network for Monocular Depth Estimation Xiaotian Chen Xiao Chen Zhengjun Zha MDE 14 118 0 13 Jul 2019
Learning to Reconstruct and Understand Indoor Scenes from Sparse Views Jingyu Yang Ji Xu Kun Li Yu-Kun Lai Huanjing Yue Jianzhi Lu Hao Wu Yebin Liu 3DV 31 6 0 19 Jun 2019
A Survey on Deep Learning Architectures for Image-based Depth Reconstruction Hamid Laga 3DV MDE 27 22 0 14 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 17 282 0 08 Jun 2019
Multimodal End-to-End Autonomous Driving Yi Xiao Felipe Codevilla A. Gurram O. Urfalioglu Antonio M. López 19 241 0 07 Jun 2019
Online Adaptation through Meta-Learning for Stereo Depth Estimation Zhenyu Zhang Stéphane Lathuilière Andrea Pilzer N. Sebe Elisa Ricci Jian Yang 45 20 0 17 Apr 2019
Learning monocular depth estimation infusing traditional stereo knowledge Fabio Tosi Filippo Aleotti Matteo Poggi S. Mattoccia MDE 29 217 0 08 Apr 2019
Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation Shanshan Zhao Huan Fu Biwei Huang Dacheng Tao MDE 19 174 0 03 Apr 2019
Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction A. Wong Byung-Woo Hong Stefano Soatto MDE 43 91 0 18 Mar 2019
Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation Andrea Pilzer Stéphane Lathuilière N. Sebe Elisa Ricci MDE 25 135 0 11 Mar 2019
Monocular Depth Estimation: A Survey Amlaan Bhoi MDE 29 120 0 27 Jan 2019
Unsupervised Learning of Depth and Ego-Motion from Cylindrical Panoramic Video Alisha Sharma Jonathan Ventura MDE 39 4 0 04 Jan 2019
High Quality Monocular Depth Estimation via Transfer Learning Ibraheem Alhashim Peter Wonka MDE 3DV 16 459 0 31 Dec 2018
A Parametric Top-View Representation of Complex Road Scenes Ziyan Wang Buyu Liu S. Schulter Manmohan Chandraker AI4TS 24 44 0 14 Dec 2018
SIGNet: Semantic Instance Aided Unsupervised 3D Geometry Perception Yue Meng Y. Lu A. Raj Samuel Sunarjo Rui Guo T. Javidi G. Bansal Dinesh Bharadia 3DV MDE 3DPC 36 53 0 13 Dec 2018
Learning Depth with Convolutional Spatial Propagation Network Xinjing Cheng Peng Wang Ruigang Yang 3DV 3DPC MDE 55 311 0 04 Oct 2018
Detail Preserving Depth Estimation from a Single Image Using Attention Guided Networks Zhixiang Hao Yu Li Shaodi You Feng Lu MDE 30 86 0 03 Sep 2018
Rethinking Monocular Depth Estimation with Adversarial Training Richard J. Chen Faisal Mahmood Alan Yuille Nicholas J. Durr GAN MDE 28 44 0 22 Aug 2018
Learning monocular depth estimation with unsupervised trinocular assumptions Matteo Poggi Fabio Tosi S. Mattoccia MDE 27 152 0 05 Aug 2018
Unsupervised Adversarial Depth Estimation using Cycled Generative Networks Andrea Pilzer Dan Xu M. Puscas Elisa Ricci N. Sebe MDE GAN 21 175 0 28 Jul 2018
Deep attention-based classification network for robust depth prediction Ruibo Li Ke Xian Chunhua Shen Zhiguo Cao Hao Lu Lingxiao Hang MDE 25 94 0 11 Jul 2018
Learning to Generate Facial Depth Maps S. Pini Filippo Grazioli Guido Borghi R. Vezzani Rita Cucchiara CVBM GAN MDE 39 9 0 30 May 2018
PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing Dan Xu Wanli Ouyang Xiaogang Wang N. Sebe MoE 27 475 0 11 May 2018
Evaluation of CNN-based Single-Image Depth Estimation Methods Tobias Koch Lukas Liebel Friedrich Fraundorfer Marco Körner 3DV 30 146 0 03 May 2018
Relative Depth Order Estimation Using Multi-scale Densely Connected Convolutional Networks Ruoxi Deng Tianqi Zhao Chunhua Shen S. Liu 3DV 3DPC 36 4 0 25 Jul 2017