v1v2 (latest)

Deeper Depth Prediction with Fully Convolutional Residual Networks

1 June 2016

Iro Laina

Christian Rupprecht

Vasileios Belagiannis

Nassir Navab

Papers citing "Deeper Depth Prediction with Fully Convolutional Residual Networks"

50 / 735 papers shown

Title
Szloca: towards a framework for full 3D tracking through a single camera in context of interactive arts Sahaj Garg 65 0 0 26 Jun 2022
Winning the Lottery Ahead of Time: Efficient Early Network Pruning John Rachwan Daniel Zügner Bertrand Charpentier Simon Geisler Morgane Ayle Stephan Günnemann 84 26 0 21 Jun 2022
MEStereo-Du2CNN: A Novel Dual Channel CNN for Learning Robust Depth Estimates from Multi-exposure Stereo Images for HDR 3D Applications Rohit Choudhary Mansi Sharma V. UmaT. Rithvik Anil 3DV 33 1 0 21 Jun 2022
Cross-task Attention Mechanism for Dense Multi-task Learning Ivan Lopes Tuan-Hung Vu Raoul de Charette 100 29 0 17 Jun 2022
Neural Network Normal Estimation and Bathymetry Reconstruction from Sidescan Sonar Yiping Xie Nils Bore John Folkesson 45 9 0 15 Jun 2022
High-Resolution Bathymetric Reconstruction From Sidescan Sonar With Deep Neural Networks Yiping Xie Nils Bore John Folkesson 70 5 0 15 Jun 2022
AR-NeRF: Unsupervised Learning of Depth and Defocus Effects from Natural Images with Aperture Rendering Neural Radiance Fields Takuhiro Kaneko 83 15 0 13 Jun 2022
GoToNet: Fast Monocular Scene Exposure and Exploration Tom Avrech Evgenii Zheltonozhskii Chaim Baskin Ehud Rivlin 59 0 0 13 Jun 2022
WHU-Stereo: A Challenging Benchmark for Stereo Matching of High-Resolution Satellite Images Shenhong Li Sheng-Fang He San Jiang Wanshou Jiang Lin Zhang 50 19 0 06 Jun 2022
PanopticDepth: A Unified Framework for Depth-aware Panoptic Segmentation Naiyu Gao Fei He Jian Jia Yanhu Shan Haoyang Zhang Xin Zhao Kaiqi Huang MDE 84 25 0 01 Jun 2022
Self-Supervised Pre-training of Vision Transformers for Dense Prediction Tasks Jaonary Rabarisoa Velentin Belissen Florian Chabot Q. C. Pham VLM ViT SSL MDE 45 3 0 30 May 2022
Deep Learning for Omnidirectional Vision: A Survey and New Perspectives Hao Ai Zidong Cao Jin Zhu Haotian Bai Yucheng Chen Ling Wang 110 36 0 21 May 2022
Self-Supervised Depth Estimation with Isometric-Self-Sample-Based Learning Geonho Cha Hoyong Jang Dongyoon Wee 57 1 0 20 May 2022
Deep Depth Completion from Extremely Sparse Data: A Survey Junjie Hu Chenyu Bao Mete Ozay Chenyou Fan Qing Gao Honghai Liu Tin Lun Lam 3DV 3DPC 67 57 0 11 May 2022
Is my Depth Ground-Truth Good Enough? HAMMER -- Highly Accurate Multi-Modal Dataset for DEnse 3D Scene Regression Hyunjun Jung Patrick Ruhkamp Guangyao Zhai Nikolas Brasch Yitong Li ... Yiren Zhou Anil Armagan Slobodan Ilic A. Leonardis Benjamin Busam 3DV MDE 85 13 0 09 May 2022
Creating a Forensic Database of Shoeprints from Online Shoe Tread Photos Samia Shafique Bailey Kong Shu Kong Charless C. Fowlkes 46 3 0 04 May 2022
Outdoor Monocular Depth Estimation: A Research Review Pulkit Vyas Chirag Saxena Anwesh Badapanda Anurag Goswami MDE 108 15 0 03 May 2022
RealNet: Combining Optimized Object Detection with Information Fusion Depth Estimation Co-Design Method on IoT Zhuohao Li Fandi Gou Qixin De Leqi Ding Yuanhang Zhang Yunze Cai 50 0 0 24 Apr 2022
$Cylin-Painting: Seamless {360\textdegree} Panoramic Image Outpainting and Beyond$ Cylin-Painting: Seamless {360\textdegree} Panoramic Image Outpainting and Beyond K. Liao Xiangyu Xu Chunyu Lin Wenqi Ren Yunchao Wei Yao Zhao 109 9 0 18 Apr 2022
$End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted Rotation$ End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted Rotation Mazen Mel M. Siddiqui Pietro Zanuttigh MDE 67 7 0 14 Apr 2022
HiMODE: A Hybrid Monocular Omnidirectional Depth Estimation Model Masum Shah Junayed Arezoo Sadeghzadeh Md Baharul Islam L. Wong Tarkan Aydin MDE 65 9 0 11 Apr 2022
ObjectFolder 2.0: A Multisensory Object Dataset for Sim2Real Transfer Ruohan Gao Zilin Si Yen-Yu Chang Samuel Clarke Jeannette Bohg Li Fei-Fei Wenzhen Yuan Jiajun Wu 90 90 0 05 Apr 2022
Pyramid Frequency Network with Spatial Attention Residual Refinement Module for Monocular Depth Estimation Zhengyang Lu Ying Chen MDE 107 13 0 05 Apr 2022
P3Depth: Monocular Depth Estimation with a Piecewise Planarity Prior Vaishakh Patil Daniel Gehrig Alexander Liniger Luc Van Gool MDE 90 131 0 05 Apr 2022
MultiMAE: Multi-modal Multi-task Masked Autoencoders Roman Bachmann David Mizrahi Andrei Atanov Amir Zamir 153 282 0 04 Apr 2022
Improving Monocular Visual Odometry Using Learned Depth Libo Sun Wei Yin Enze Xie Zhengrong Li Changming Sun Chunhua Shen MDE 91 26 0 04 Apr 2022
Distortion-Aware Self-Supervised 360° Depth Estimation from A Single Equirectangular Projection Image Yuya Hasegawa Ikehata Satoshi Kiyoharu Aizawa MDE 48 1 0 03 Apr 2022
LocalBins: Improving Depth Estimation by Learning Local Distributions S. Bhat Ibraheem Alhashim Peter Wonka MDE 80 105 0 28 Mar 2022
DepthFormer: Exploiting Long-Range Correlation and Local Information for Accurate Monocular Depth Estimation Zhenyu Li Zehui Chen Xianming Liu Junjun Jiang ViT MDE 81 194 1 27 Mar 2022
Semi-Supervised Learning with Mutual Distillation for Monocular Depth Estimation Jongbeom Baek Gyeongnyeon Kim Seung Wook Kim FedML MDE 126 12 0 18 Mar 2022
Distortion-Tolerant Monocular Depth Estimation On Omnidirectional Images Using Dual-cubemap Zhijie Shen Chunyu Lin Lang Nie K. Liao Yao Zhao MDE 80 16 0 18 Mar 2022
PanoFormer: Panorama Transformer for Indoor 360 Depth Estimation Zhijie Shen Chunyu Lin K. Liao Lang Nie Zishuo Zheng Yao Zhao ViT MDE 79 89 0 17 Mar 2022
From 2D to 3D: Re-thinking Benchmarking of Monocular Depth Prediction Evin Pınar Örnek Shristi Mudgal Johanna Wald Yida Wang Nassir Navab F. Tombari 3DV 67 20 0 15 Mar 2022
Backbone is All Your Need: A Simplified Architecture for Visual Object Tracking Boyu Chen Peixia Li Lei Bai Leixian Qiao Qiuhong Shen Yue Liu Weihao Gan Wei Wu Wanli Ouyang ViT VOT 91 199 0 10 Mar 2022
Monocular Depth Distribution Alignment with Low Computation Fei Sheng Feng Xue Yicong Chang Wenteng Liang Anlong Ming MDE 94 9 0 09 Mar 2022
Lightweight Monocular Depth Estimation through Guided Decoding M. Rudolph Youssef Dawoud Ronja Güldenring Lazaros Nalpantidis Vasileios Belagiannis MDE 102 25 0 08 Mar 2022
Human-Aware Object Placement for Visual Environment Reconstruction Hongwei Yi C. Huang Dimitrios Tzionas Muhammed Kocabas Mohamed Hassan Siyu Tang Justus Thies Michael J. Black 3DH 124 63 0 07 Mar 2022
Real-Time Hybrid Mapping of Populated Indoor Scenes using a Low-Cost Monocular UAV Stuart Golodetz M. Vankadari Aluna Everitt Sangyun Shin Andrew Markham Niki Trigoni 80 4 0 04 Mar 2022
Fast Neural Architecture Search for Lightweight Dense Prediction Networks Lam Huynh Esa Rahtu Juan E. Sala Matas J. Heikkilä 93 2 0 03 Mar 2022
OmniFusion: 360 Monocular Depth Estimation via Geometry-Aware Fusion Yu-yang Li Yuliang Guo Zhixin Yan Xinyu Huang Ye Duan Liu Ren MDE 94 70 0 02 Mar 2022
Light Robust Monocular Depth Estimation For Outdoor Environment Via Monochrome And Color Camera Fusion Hyeonsoo Jang Yeongmin Ko Younkwan Lee M. Jeon MDE 51 1 0 24 Feb 2022
Joint Learning of Frequency and Spatial Domains for Dense Predictions Shaocheng Jia Wei-Ting Yao 44 0 0 18 Feb 2022
360 Depth Estimation in the Wild -- The Depth360 Dataset and the SegFuse Network Qi Feng Hubert P. H. Shum Shigeo Morishima 3DPC MDE 73 25 0 16 Feb 2022
GLPanoDepth: Global-to-Local Panoramic Depth Estimation Jia-Chi Bai Shuichang Lai Haoyu Qin Jie Guo Yanwen Guo ViT MDE 112 22 0 06 Feb 2022
PanoDepth: A Two-Stage Approach for Monocular Omnidirectional Depth Estimation Yu-yang Li Zhixin Yan Ye Duan Liu Ren MDE 63 13 0 02 Feb 2022
Deep Learning for Ultrasound Speed-of-Sound Reconstruction: Impacts of Training Data Diversity on Stability and Robustness Farnaz Khun Jush M. Biele P. Dueppenbecker Andreas Maier OOD 31 15 0 01 Feb 2022
Unsupervised Single-shot Depth Estimation using Perceptual Reconstruction Christoph Angermann Matthias Schwab Markus Haltmeier Christian Laubichler Steinbjörn Jónsson 81 5 0 28 Jan 2022
Multi-view Monocular Depth and Uncertainty Prediction with Deep SfM in Dynamic Environments Christian Homeyer Oliver Lange Christoph Schnörr MDE 106 3 0 21 Jan 2022
GeoFill: Reference-Based Image Inpainting with Better Geometric Understanding Yunhan Zhao Connelly Barnes Yuqian Zhou Eli Shechtman Sohrab Amirghodsi Charless C. Fowlkes 61 8 0 20 Jan 2022
Depth Estimation from Single-shot Monocular Endoscope Image Using Image Domain Adaptation And Edge-Aware Depth Estimation M. Oda H. Itoh Kiyohito Tanaka H. Takabatake M. Mori H. Natori K. Mori MDE MedIm 58 13 0 12 Jan 2022