Guiding Monocular Depth Estimation Using Depth-Attention Volume

6 April 2020

Esa Rahtu

Papers citing "Guiding Monocular Depth Estimation Using Depth-Attention Volume"

36 / 36 papers shown

Title
VistaDepth: Frequency Modulation With Bias Reweighting For Enhanced Long-Range Depth Estimation Mingxia Zhan Li Zhang Xiaomeng Chu Beibei Wang MDE 101 0 0 21 Apr 2025
Vision-Language Embodiment for Monocular Depth Estimation Jinchang Zhang Guoyu Lu VLM MDE 108 0 0 18 Mar 2025
EndoOmni: Zero-Shot Cross-Dataset Depth Estimation in Endoscopy by Robust Self-Learning from Noisy Labels Qingyao Tian Zhen Chen Huai Liao Xinyan Huang Lujie Li Sebastien Ourselin Hongbin Liu 143 3 0 09 Sep 2024
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 314 42,038 0 03 Dec 2019
Enforcing geometric constraints of virtual normal for depth prediction Wei Yin Yifan Liu Chunhua Shen Youliang Yan 3DV MDE 106 424 0 29 Jul 2019
Structure-Aware Residual Pyramid Network for Monocular Depth Estimation Xiaotian Chen Xiao Chen Zhengjun Zha MDE 47 118 0 13 Jul 2019
Pattern-Affinitive Propagation across Depth, Surface Normal and Semantic Segmentation Zhenyu Zhang Zhen Cui Chunyan Xu Yan Yan N. Sebe Jian Yang MDE 54 285 0 08 Jun 2019
Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding Haoyu Ren Mostafa El-Khamy Jungwon Lee MDE 50 33 0 07 Jun 2019
SharpNet: Fast and Accurate Recovery of Occluding Contours in Monocular Depth Estimation Michael Ramamonjisoa Vincent Lepetit MDE 3DH 54 114 0 21 May 2019
Attention Augmented Convolutional Networks Irwan Bello Barret Zoph Ashish Vaswani Jonathon Shlens Quoc V. Le 132 1,008 0 22 Apr 2019
CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth José M. Fácil Benjamin Ummenhofer Huizhong Zhou Luis Montesano Thomas Brox Javier Civera MDE 112 139 0 03 Apr 2019
FastDepth: Fast Monocular Depth Estimation on Embedded Systems Diana Wofk Fangchang Ma Tien-Ju Yang S. Karaman Vivienne Sze MDE 68 295 0 08 Mar 2019
PlaneRCNN: 3D Plane Detection and Reconstruction from a Single Image Chen Liu Kihwan Kim Liang Feng Yasutaka Furukawa Jan Kautz 3DV 56 220 0 10 Dec 2018
Detail Preserving Depth Estimation from a Single Image Using Attention Guided Networks Zhixiang Hao Yu Li Shaodi You Feng Lu MDE 96 87 0 03 Sep 2018
MnasNet: Platform-Aware Neural Architecture Search for Mobile Mingxing Tan Bo Chen Ruoming Pang Vijay Vasudevan Mark Sandler Andrew G. Howard Quoc V. Le MQ 109 2,995 0 31 Jul 2018
Deep attention-based classification network for robust depth prediction Ruibo Li Ke Xian Chunhua Shen Zhiguo Cao Hao Lu Lingxiao Hang MDE 56 94 0 11 Jul 2018
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 320 1,718 0 06 Jun 2018
Pixel-wise Attentional Gating for Parsimonious Pixel Labeling Shu Kong Charless C. Fowlkes 68 40 0 03 May 2018
Evaluation of CNN-based Single-Image Depth Estimation Methods Tobias Koch Lukas Liebel Friedrich Fraundorfer Marco Körner 3DV 120 148 0 03 May 2018
PlaneNet: Piece-wise Planar Reconstruction from a Single RGB Image Chen Liu Jimei Yang Duygu Ceylan Ersin Yumer Yasutaka Furukawa 3DV 100 195 0 17 Apr 2018
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation Dan Xu Wei Wang Hao Tang Hong Liu N. Sebe Elisa Ricci MDE 44 305 0 29 Mar 2018
Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries Junjie Hu Mete Ozay Yan Zhang Takayuki Okatani 3DV 77 374 0 23 Mar 2018
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 239 8,867 0 21 Nov 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 359 26,241 0 05 Sep 2017
Monocular Depth Estimation with Hierarchical Fusion of Dilated CNNs and Soft-Weighted-Sum Inference Yue Liu Yuchao Dai Mingyi He MDE 56 139 0 02 Aug 2017
Dilated Residual Networks Feng Yu V. Koltun Thomas Funkhouser MedIm 114 1,617 0 28 May 2017
Residual Attention Network for Image Classification Fei Wang Mengqing Jiang Chao Qian Shuo Yang Cheng Li Honggang Zhang Xiaogang Wang Xiaoou Tang 109 3,299 0 23 Apr 2017
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 256 4,001 0 14 Feb 2017
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks Yinda Zhang Shuran Song Ersin Yumer Manolis Savva Joon-Young Lee Hailin Jin Thomas Funkhouser AI4CE SSL 3DV 3DPC 45 260 0 22 Dec 2016
A Learned Representation For Artistic Style Vincent Dumoulin Jonathon Shlens M. Kudlur GAN 291 1,160 0 24 Oct 2016
Deeper Depth Prediction with Fully Convolutional Residual Networks Iro Laina Christian Rupprecht Vasileios Belagiannis Federico Tombari Nassir Navab 3DV MDE 260 1,823 0 01 Jun 2016
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 227 8,421 0 23 Nov 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 298 10,034 0 10 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.1K 149,474 0 22 Dec 2014
Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-Scale Convolutional Architecture David Eigen Rob Fergus VLM MDE 168 2,674 0 18 Nov 2014
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network David Eigen Christian Puhrsch Rob Fergus MDE 3DPC 3DV 175 4,041 0 09 Jun 2014