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
DESC: Domain Adaptation for Depth Estimation via Semantic Consistency Adrian Lopez-Rodriguez K. Mikolajczyk MDE 103 45 0 03 Sep 2020
Adaptive Context-Aware Multi-Modal Network for Depth Completion Shanshan Zhao Biwei Huang Huan Fu Dacheng Tao 92 157 0 25 Aug 2020
Semantic View Synthesis Hsin-Ping Huang Hung-Yu Tseng Hsin-Ying Lee Jia-Bin Huang 239 33 0 24 Aug 2020
Depth Completion with RGB Prior Yuri Feldman Yoel Shapiro Dotan Di Castro 3DV MDE 32 2 0 18 Aug 2020
Self-Supervised Learning for Monocular Depth Estimation from Aerial Imagery M. Hermann Boitumelo Ruf M. Weinmann Stefan Hinz SSL MDE 147 11 0 17 Aug 2020
Reversing the cycle: self-supervised deep stereo through enhanced monocular distillation Filippo Aleotti Fabio Tosi Li Zhang Matteo Poggi S. Mattoccia SSL MDE 114 52 0 17 Aug 2020
Forget About the LiDAR: Self-Supervised Depth Estimators with MED Probability Volumes Juan Luis Gonzalez Munchurl Kim 199 87 0 09 Aug 2020
Object-based Illumination Estimation with Rendering-aware Neural Networks Xin Wei Guojun Chen Yue Dong Stephen Lin Xin Tong 3DH 3DV 85 26 0 06 Aug 2020
Duality Diagram Similarity: a generic framework for initialization selection in task transfer learning Kshitij Dwivedi Jiahui Huang Radoslaw Martin Cichy Gemma Roig 78 30 0 05 Aug 2020
MSDPN: Monocular Depth Prediction with Partial Laser Observation using Multi-stage Neural Networks Hyungtae Lim Hyeonjae Gil Hyun Myung MDE 68 6 0 04 Aug 2020
Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data A. L. Rodríguez Benjamin Busam K. Mikolajczyk 125 46 0 03 Aug 2020
Deep Depth Estimation from Visual-Inertial SLAM K. Sartipi Tien Do Tong Ke Khiem Vuong S. Roumeliotis 3DPC MDE 85 32 0 31 Jul 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 86 63 0 26 Jul 2020
A Lightweight Neural Network for Monocular View Generation with Occlusion Handling Simon Evain C. Guillemot 3DV 46 5 0 24 Jul 2020
Reparameterizing Convolutions for Incremental Multi-Task Learning without Task Interference Menelaos Kanakis David Brüggemann Suman Saha Stamatios Georgoulis Anton Obukhov Luc Van Gool CLL 113 72 0 24 Jul 2020
Pixel-Pair Occlusion Relationship Map(P2ORM): Formulation, Inference & Application Xuchong Qiu Yang Xiao Chaohui Wang Renaud Marlet 3DV 67 12 0 23 Jul 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 77 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 71 69 0 15 Jul 2020
Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance Marvin Klingner Jan-Aike Termöhlen Jonas Mikolajczyk Tim Fingscheidt MDE 165 326 0 14 Jul 2020
Low to High Dimensional Modality Hallucination using Aggregated Fields of View K. Gunasekar Qiang Qiu Yezhou Yang 51 3 0 13 Jul 2020
Camera Pose Matters: Improving Depth Prediction by Mitigating Pose Distribution Bias Yunhan Zhao Shu Kong Charless C. Fowlkes MDE 50 3 0 08 Jul 2020
Understanding Road Layout from Videos as a Whole Buyu Liu Bingbing Zhuang S. Schulter Pan Ji Manmohan Chandraker 58 21 0 02 Jul 2020
MiniNet: An extremely lightweight convolutional neural network for real-time unsupervised monocular depth estimation Jun Liu Qing Li Rui Cao Wenming Tang Guoping Qiu MDE 66 35 0 27 Jun 2020
Self-Supervised Joint Learning Framework of Depth Estimation via Implicit Cues Jianrong Wang Ge Zhang Zhenyu Wu Xuewei Li Li Liu MDE 102 34 0 17 Jun 2020
AcED: Accurate and Edge-consistent Monocular Depth Estimation Kunal Swami Prasanna Vishnu Bondada Pankaj Bajpai MDE 69 8 0 16 Jun 2020
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 542 6,881 0 13 Jun 2020
Targeted Adversarial Perturbations for Monocular Depth Prediction A. Wong Safa Cicek Stefano Soatto AAML MDE 64 45 0 12 Jun 2020
Geometry-Aware Segmentation of Remote Sensing Images via Implicit Height Estimation Xiang Li Lingjing Wang Yi Fang 59 6 0 10 Jun 2020
Real-time single image depth perception in the wild with handheld devices Filippo Aleotti Giulio Zaccaroni Luca Bartolomei Matteo Poggi Fabio Tosi S. Mattoccia MDE 88 41 0 10 Jun 2020
Semantics-Driven Unsupervised Learning for Monocular Depth and Ego-Motion Estimation Xiaobin Wei Jianjiang Feng Jie Zhou MDE 31 2 0 08 Jun 2020
DeepRelativeFusion: Dense Monocular SLAM using Single-Image Relative Depth Prediction S. Loo S. Mashohor S. Tang Hong Zhang 3DH MDE 72 10 0 07 Jun 2020
SharinGAN: Combining Synthetic and Real Data for Unsupervised Geometry Estimation K. Pnvr Hao Zhou David Jacobs GAN 61 50 0 07 Jun 2020
Visually Guided Sound Source Separation using Cascaded Opponent Filter Network Lingyu Zhu Esa Rahtu 110 23 0 04 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 112 61 0 04 Jun 2020
Is Depth Really Necessary for Salient Object Detection? Jiawei Zhao Yifan Zhao Jia Li Xiaowu Chen 91 73 0 30 May 2020
Decoder Modulation for Indoor Depth Completion Dmitry Senushkin Mikhail Romanov Ilia Belikov Anton Konushin Nikolay Patakin MDE 3DV 61 0 0 18 May 2020
Deep feature fusion for self-supervised monocular depth prediction V. Kaushik Brejesh Lall SSL MDE 49 3 0 16 May 2020
On the uncertainty of self-supervised monocular depth estimation Matteo Poggi Filippo Aleotti Fabio Tosi S. Mattoccia UQCV MDE 126 266 0 13 May 2020
Consistent Video Depth Estimation Xuan Luo Jia-Bin Huang Richard Szeliski Kevin Blackburn-Matzen Johannes Kopf 3DV MDE 98 337 0 30 Apr 2020
Hot-Starting the Ac Power Flow with Convolutional Neural Networks Liangjie Chen J. Tate AI4CE 44 18 0 20 Apr 2020
On the Synergies between Machine Learning and Binocular Stereo for Depth Estimation from Images: a Survey Matteo Poggi Fabio Tosi Konstantinos Batsos Philippos Mordohai S. Mattoccia 3DV MDE 121 15 0 18 Apr 2020
DepthNet Nano: A Highly Compact Self-Normalizing Neural Network for Monocular Depth Estimation Linda Wang M. Famouri A. Wong MDE 29 7 0 17 Apr 2020
RealMonoDepth: Self-Supervised Monocular Depth Estimation for General Scenes Mertalp Ocal A. Mustafa SSL MDE 62 9 0 14 Apr 2020
Monocular Depth Estimation with Self-supervised Instance Adaptation Robert McCraith Lukás Neumann Andrew Zisserman Andrea Vedaldi SSL MDE 67 20 0 13 Apr 2020
Simulation-based Lidar Super-resolution for Ground Vehicles Tixiao Shan Jinkun Wang Fanfei Chen Paul Szenher Brendan Englot 3DPC 46 59 0 10 Apr 2020
Guiding Monocular Depth Estimation Using Depth-Attention Volume Lam Huynh Phong Nguyen-Ha Jirí Matas Esa Rahtu J. Heikkilä MDE 95 156 0 06 Apr 2020
Differential 3D Facial Recognition: Adding 3D to Your State-of-the-Art 2D Method J. Matias Di Martino Fernando Suzacq M. Delbracio Qiang Qiu Guillermo Sapiro CVBM 53 1 0 03 Apr 2020
Distilled Semantics for Comprehensive Scene Understanding from Videos Fabio Tosi Filippo Aleotti Pierluigi Zama Ramirez Matteo Poggi Samuele Salti Luigi Di Stefano S. Mattoccia MDE 94 77 0 31 Mar 2020
Self-supervised Monocular Trained Depth Estimation using Self-attention and Discrete Disparity Volume A. Johnston G. Carneiro MDE 89 237 0 31 Mar 2020
DeFeat-Net: General Monocular Depth via Simultaneous Unsupervised Representation Learning Jaime Spencer Richard Bowden Simon Hadfield MDE SSL 170 93 0 30 Mar 2020