v1v2v3 (latest)

Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer

2 July 2019

Konrad Schindler

Papers citing "Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer"

50 / 1,081 papers shown

Title
SUB-Depth: Self-distillation and Uncertainty Boosting Self-supervised Monocular Depth Estimation Hang Zhou Sarah Taylor David Greenwood Michal Mackiewicz UQCV MDE 78 11 0 18 Nov 2021
Beyond Mono to Binaural: Generating Binaural Audio from Mono Audio with Depth and Cross Modal Attention Kranti K. Parida Siddharth Srivastava Gaurav Sharma MDE 80 21 0 15 Nov 2021
Online Mutual Adaptation of Deep Depth Prediction and Visual SLAM S. Loo M. Shakeri S. Tang S. Mashohor Hong Zhang MDE 55 6 0 07 Nov 2021
Projected GANs Converge Faster Axel Sauer Kashyap Chitta Jens Muller Andreas Geiger 106 237 0 01 Nov 2021
CamLessMonoDepth: Monocular Depth Estimation with Unknown Camera Parameters Sai Shyam Chanduri Zeeshan Khan Suri Igor Vozniak Christian Müller MDE 102 12 0 27 Oct 2021
Self-Supervised Monocular Depth Estimation with Internal Feature Fusion Hang Zhou David Greenwood Sarah Taylor SSL MDE 91 112 0 18 Oct 2021
Learning multiplane images from single views with self-supervision Gustavo Sutter P. Carvalho D. Luvizon Antonio Joia Neto André G. C. Pacheco O. A. B. Penatti SSL 82 1 0 18 Oct 2021
Harnessing the Conditioning Sensorium for Improved Image Translation Cooper Nederhood Nicholas I. Kolkin Deqing Fu Jason Salavon 95 6 0 13 Oct 2021
Dense Uncertainty Estimation Jing Zhang Yuchao Dai Mochu Xiang Deng-Ping Fan Peyman Moghadam Mingyi He Christian J. Walder Kaihao Zhang Mehrtash Harandi Nick Barnes UQCV BDL 136 11 0 13 Oct 2021
Defocus Map Estimation and Deblurring from a Single Dual-Pixel Image Shumian Xin Neal Wadhwa Tianfan Xue Jonathan T. Barron Pratul P. Srinivasan Jiawen Chen Ioannis Gkioulekas Rahul Garg 128 36 0 12 Oct 2021
Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets from 3D Scans Ainaz Eftekhar Alexander Sax Roman Bachmann Jitendra Malik Amir Zamir MedIm 128 300 0 11 Oct 2021
Modality-Guided Subnetwork for Salient Object Detection Zongwei Wu Guillaume Allibert C. Stolz Chao Ma C. Demonceaux 111 13 0 10 Oct 2021
Estimating Image Depth in the Comics Domain Deblina Bhattacharjee Martin Nicolas Everaert Mathieu Salzmann Sabine Süsstrunk MDE 99 8 0 07 Oct 2021
ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods Victor Schmidt A. Luccioni Mélisande Teng Tianyu Zhang Alexia Reynaud ... Gautier Cosne Adrien Juraver V. Vardanyan Alex Hernandez-Garcia Yoshua Bengio GAN AI4CE 87 20 0 06 Oct 2021
Seeing Glass: Joint Point Cloud and Depth Completion for Transparent Objects Haoping Xu Yi Ru Wang S. Eppel Alán Aspuru-Guzik Florian Shkurti Animesh Garg 136 54 0 30 Sep 2021
Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation Rui Peng Ronggang Wang Yawen Lai Luyang Tang Yangang Cai MDE 123 74 0 26 Sep 2021
Weakly-Supervised Monocular Depth Estimationwith Resolution-Mismatched Data Jialei Xu Yuanchao Bai Xianming Liu Junjun Jiang Xiangyang Ji MDE 91 5 0 23 Sep 2021
Improving 360 Monocular Depth Estimation via Non-local Dense Prediction Transformer and Joint Supervised and Self-supervised Learning I. Yun Hyuk-Jae Lee Chae-Eun Rhee ViT MDE 77 28 0 22 Sep 2021
Augmenting Depth Estimation with Geospatial Context Scott Workman Hunter Blanton MDE 87 6 0 20 Sep 2021
Navigation-Oriented Scene Understanding for Robotic Autonomy: Learning to Segment Driveability in Egocentric Images Galadrielle Humblot-Renaux Letizia Marchegiani T. Moeslund Rikke Gade SSeg EgoV 76 15 0 15 Sep 2021
Pano3D: A Holistic Benchmark and a Solid Baseline for $360^o$ Depth Estimation G. Albanis N. Zioulis Petros Drakoulis V. Gkitsas V. Sterzentsenko Federico Álvarez D. Zarpalas P. Daras MDE 102 49 0 06 Sep 2021
SLIDE: Single Image 3D Photography with Soft Layering and Depth-aware Inpainting Varun Jampani Huiwen Chang Kyle Sargent Abhishek Kar Richard Tucker ... D. Kaeser William T. Freeman D. Salesin Brian L. Curless Ce Liu 95 53 0 02 Sep 2021
Multi-Task Self-Training for Learning General Representations Golnaz Ghiasi Barret Zoph E. D. Cubuk Quoc V. Le Nayeon Lee SSL 91 102 0 25 Aug 2021
Reassessing the Limitations of CNN Methods for Camera Pose Regression Tony Ng A. L. Rodríguez Vassileios Balntas K. Mikolajczyk 70 21 0 16 Aug 2021
DnD: Dense Depth Estimation in Crowded Dynamic Indoor Scenes Dongki Jung Jaehoon Choi Yonghan Lee Deok-Won Kim Changick Kim Tianyi Zhou Donghwan Lee 3DV MDE 48 4 0 12 Aug 2021
Multi-Source Fusion and Automatic Predictor Selection for Zero-Shot Video Object Segmentation Xiaoqi Zhao Youwei Pang Jiaxing Yang Lihe Zhang Huchuan Lu VOS 74 43 0 11 Aug 2021
One-Shot Object Affordance Detection in the Wild Wei Zhai Hongcheng Luo Jing Zhang Yang Cao Dacheng Tao 140 45 0 08 Aug 2021
Visual Domain Adaptation for Monocular Depth Estimation on Resource-Constrained Hardware Julia Hornauer Lazaros Nalpantidis Vasileios Belagiannis MDE 39 5 0 05 Aug 2021
Physics-based Noise Modeling for Extreme Low-light Photography Kaixuan Wei Ying Fu Yinqiang Zheng Jiaolong Yang 72 94 0 04 Aug 2021
Consistent Depth of Moving Objects in Video Zhoutong Zhang Forrester Cole Richard Tucker William T. Freeman Tali Dekel MDE 66 62 0 02 Aug 2021
Perceiver IO: A General Architecture for Structured Inputs & Outputs Andrew Jaegle Sebastian Borgeaud Jean-Baptiste Alayrac Carl Doersch Catalin Ionescu ... Olivier J. Hénaff M. Botvinick Andrew Zisserman Oriol Vinyals João Carreira MLLM VLM GNN 157 585 0 30 Jul 2021
MonoIndoor: Towards Good Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments Pan Ji Runze Li B. Bhanu Yi Tian Xu MDE 144 69 0 26 Jul 2021
End-to-end Multi-modal Video Temporal Grounding Yi-Wen Chen Yi-Hsuan Tsai Ming-Hsuan Yang 78 51 0 12 Jul 2021
Depth-supervised NeRF: Fewer Views and Faster Training for Free Kangle Deng Andrew Liu Jun-Yan Zhu Deva Ramanan 230 894 0 06 Jul 2021
Extraction of Key-frames of Endoscopic Videos by using Depth Information Pradipta Sasmal Avinash Paul M. Bhuyan Y. Iwahori MedIm MDE 22 9 0 30 Jun 2021
Energy-Based Generative Cooperative Saliency Prediction Jing Zhang Jianwen Xie Zilong Zheng Nick Barnes 103 12 0 25 Jun 2021
Exploring Depth Contribution for Camouflaged Object Detection Mochu Xiang Jing Zhang Yun-Qiu Lv Aixuan Li Yiran Zhong Yuchao Dai 69 14 0 24 Jun 2021
DROID: Driver-centric Risk Object Identification Chengxi Li Stanley H. Chan Yi-Ting Chen 104 8 0 24 Jun 2021
Scale-Consistent Fusion: from Heterogeneous Local Sampling to Global Immersive Rendering Wenpeng Xing Jie Chen Zaifeng Yang Qiang-qiang Wang 33 4 0 17 Jun 2021
Unsupervised Video Prediction from a Single Frame by Estimating 3D Dynamic Scene Structure Paul Henderson Christoph H. Lampert Bernd Bickel VGen 115 7 0 16 Jun 2021
Mirror3D: Depth Refinement for Mirror Surfaces J. Tan W. Lin Angel X. Chang Manolis Savva MDE 57 22 0 11 Jun 2021
More Than Meets the Eye: Self-Supervised Depth Reconstruction From Brain Activity Guy Gaziv Michal Irani 45 5 0 09 Jun 2021
Image2Point: 3D Point-Cloud Understanding with 2D Image Pretrained Models Chenfeng Xu Shijia Yang Tomer Galanti Bichen Wu Xiangyu Yue Bohan Zhai Wei Zhan Peter Vajda Kurt Keutzer Masayoshi Tomizuka 3DPC 62 55 0 08 Jun 2021
Boosting Monocular Depth Estimation Models to High-Resolution via Content-Adaptive Multi-Resolution Merging S. M. H. Miangoleh Sebastian Dille Long Mai Sylvain Paris Yagiz Aksoy MoMe 3DV MDE 77 188 0 28 May 2021
Real-time Monocular Depth Estimation with Sparse Supervision on Mobile M. K. Yucel Valia Dimaridou Anastasios Drosou Albert Saà-Garriga MDE 58 22 0 25 May 2021
Unsupervised Scale-consistent Depth Learning from Video Jiawang Bian Huangying Zhan Naiyan Wang Zhichao Li Le Zhang Chunhua Shen Ming-Ming Cheng Ian Reid MDE 90 179 0 25 May 2021
M4Depth: Monocular depth estimation for autonomous vehicles in unseen environments Michaël Fonder D. Ernst Marc Van Droogenbroeck MDE 36 13 0 20 May 2021
Fast and Accurate Single-Image Depth Estimation on Mobile Devices, Mobile AI 2021 Challenge: Report Andrey D. Ignatov Grigory Malivenko D. Plowman Samarth Shukla Radu Timofte ... Tianpeng Feng Yang Liu Chuannan Sheng Jian Yin Fausto T. Benavide MDE 74 36 0 17 May 2021
Dynamic View Synthesis from Dynamic Monocular Video Chen Gao Ayush Saraf Johannes Kopf Jia-Bin Huang 143 418 0 13 May 2021
Boosting Light-Weight Depth Estimation Via Knowledge Distillation Junjie Hu Chenyou Fan Hualie Jiang Xiyue Guo Yuan Gao Xiangyong Lu Tin Lun Lam 64 27 0 13 May 2021