Deep Convolutional Neural Fields for Depth Estimation from a Single Image

24 November 2014

Fayao Liu

Chunhua Shen

Guosheng Lin

MDE

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Papers citing "Deep Convolutional Neural Fields for Depth Estimation from a Single Image"

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Title
A Multi-Task Learning Approach for Meal Assessment Ya Lu D. Allegra M. Anthimopoulos F. Stanco G. Farinella Stavroula Mougiakakou 16 37 0 27 Jun 2018
Learning Single-Image Depth from Videos using Quality Assessment Networks Weifeng Chen Shengyi Qian Jia Deng 30 67 0 25 Jun 2018
Deep multi-scale architectures for monocular depth estimation Michel Moukari Sylvaine Picard Loïc Simon F. Jurie MDE 23 20 0 08 Jun 2018
Monocular Depth Estimation with Augmented Ordinal Depth Relationships Yuanzhouhan Cao Tianqi Zhao Ke Xian Chunhua Shen Zhiguo Cao Shugong Xu MDE 22 49 0 02 Jun 2018
Deep-Energy: Unsupervised Training of Deep Neural Networks Alona Golts Daniel Freedman Michael Elad PINN 21 5 0 31 May 2018
DeepToF: Off-the-Shelf Real-Time Correction of Multipath Interference in Time-of-Flight Imaging Julio Marco Quercus Hernandez A. Muñoz Yue Dong A. Jarabo Min H. Kim Xin Tong Diego F. F. Gutierrez 7 73 0 23 May 2018
Deep Learning Estimation of Absorbed Dose for Nuclear Medicine Diagnostics Luciano Melodia 13 2 0 23 May 2018
Recurrent Neural Network for Learning DenseDepth and Ego-Motion from Video Rui Wang Jan-Michael Frahm Stephen M. Pizer 3DV MDE 22 9 0 17 May 2018
Auxiliary Tasks in Multi-task Learning Lukas Liebel Marco Körner SSL 19 246 0 16 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 27 474 0 11 May 2018
Pixel-wise Attentional Gating for Parsimonious Pixel Labeling Shu Kong Charless C. Fowlkes 52 40 0 03 May 2018
Evaluation of CNN-based Single-Image Depth Estimation Methods Tobias Koch Lukas Liebel Friedrich Fraundorfer Marco Körner 3DV 22 146 0 03 May 2018
CodeSLAM - Learning a Compact, Optimisable Representation for Dense Visual SLAM Michael Bloesch J. Czarnowski R. Clark Stefan Leutenegger Andrew J. Davison MDE 3DH 35 370 0 03 Apr 2018
MegaDepth: Learning Single-View Depth Prediction from Internet Photos Zhengqi Li Noah Snavely MDE 3DV 13 1,004 0 02 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 11 305 0 29 Mar 2018
HDM-Net: Monocular Non-Rigid 3D Reconstruction with Learned Deformation Model Vladislav Golyanik Soshi Shimada Kiran Varanasi D. Stricker 3DH 26 36 0 27 Mar 2018
Learning Depth from Single Images with Deep Neural Network Embedding Focal Length Lei He Guanghui Wang Zhanyi Hu MDE 26 172 0 27 Mar 2018
Unsupervised Depth Estimation, 3D Face Rotation and Replacement Joel Ruben Antony Moniz Christopher Beckham S. Rajotte S. Honari C. Pal CVBM 3DH 19 39 0 25 Mar 2018
Deep Convolutional Compressed Sensing for LiDAR Depth Completion Nathaniel Chodosh Chaoyang Wang Simon Lucey 3DPC 3DV 33 127 0 23 Mar 2018
Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries Junjie Hu Mete Ozay Yan Zhang Takayuki Okatani 3DV 29 370 0 23 Mar 2018
Monocular Fisheye Camera Depth Estimation Using Sparse LiDAR Supervision V. Kumar Stefan Milz Martin Simon Christian Witt Karl Amende Johannes Petzold S. Yogamani Timo Pech MDE 19 48 0 16 Mar 2018
LEGO: Learning Edge with Geometry all at Once by Watching Videos Zhenheng Yang Peng Wang Yang Wang Wenyuan Xu Ram Nevatia 3DPC SSL 11 189 0 15 Mar 2018
Unsupervised Learning of Monocular Depth Estimation and Visual Odometry with Deep Feature Reconstruction Huangying Zhan Ravi Garg C. Weerasekera Kejie Li Harsh Agarwal Ian Reid MDE 6 631 0 11 Mar 2018
Single View Stereo Matching Yue Luo Jimmy S. J. Ren Mude Lin Jiahao Pang Wenxiu Sun Hongsheng Li Liang Lin MDE 3DV 4 194 0 07 Mar 2018
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation Jogendra Nath Kundu P. Uppala Anuj Pahuja R. Venkatesh Babu MDE 20 185 0 05 Mar 2018
Monocular Depth Estimation using Multi-Scale Continuous CRFs as Sequential Deep Networks Dan Xu Elisa Ricci Wanli Ouyang Xiaogang Wang N. Sebe MDE 31 99 0 01 Mar 2018
Global Pose Estimation with an Attention-based Recurrent Network Emilio Parisotto Devendra Singh Chaplot Jian Zhang Ruslan Salakhutdinov 26 70 0 19 Feb 2018
Peekaboo - Where are the Objects? Structure Adjusting Superpixels G. Maierhofer Daniel Heydecker Angelica I. Aviles-Rivero Samar M. Alsaleh Carola-Bibiane Schönlieb 32 6 0 08 Feb 2018
E2E-MLT - an Unconstrained End-to-End Method for Multi-Language Scene Text M. Busta Yash J. Patel Jirí Matas 41 91 0 30 Jan 2018
Meshed Up: Learnt Error Correction in 3D Reconstructions Michael Tanner Stefan Saftescu Alex Bewley Paul Newman 3DV 22 6 0 27 Jan 2018
Forecasting User Attention During Everyday Mobile Interactions Using Device-Integrated and Wearable Sensors Julian Steil P. Müller Yusuke Sugano Andreas Bulling 23 42 0 18 Jan 2018
Size-to-depth: A New Perspective for Single Image Depth Estimation Yiran Wu Sihao Ying Lianmin Zheng 18 19 0 13 Jan 2018
CANDY: Conditional Adversarial Networks based Fully End-to-End System for Single Image Haze Removal Kunal Swami Saikat Kumar Das DiffM 35 36 0 09 Jan 2018
Unsupervised Learning of Geometry with Edge-aware Depth-Normal Consistency Zhenheng Yang Peng Wang Wenyuan Xu Liang Zhao Ram Nevatia 3DV MDE 18 155 0 10 Nov 2017
Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image Fangchang Ma S. Karaman MDE 3DV 54 581 0 21 Sep 2017
Estimated Depth Map Helps Image Classification Yihui He 29 7 0 20 Sep 2017
Exact Blur Measure Outperforms Conventional Learned Features for Depth Finding A. Saadat 13 0 0 31 Aug 2017
A Compromise Principle in Deep Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Dacheng Tao MDE 22 14 0 28 Aug 2017
Temporal Upsampling of Depth Maps Using a Hybrid Camera Mingzhe Yuan Lin Gao Hongbo Fu Shi-hong Xia 3DH MDE 11 16 0 12 Aug 2017
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
cvpaper.challenge in 2016: Futuristic Computer Vision through 1,600 Papers Survey Hirokatsu Kataoka Soma Shirakabe Yun He S. Ueta Teppei Suzuki ... Ryousuke Takasawa Masataka Fuchida Yudai Miyashita Kazushige Okayasu Yuta Matsuzaki 30 1 0 20 Jul 2017
Faster Than Real-time Facial Alignment: A 3D Spatial Transformer Network Approach in Unconstrained Poses Chandrasekhar Bhagavatula Chenchen Zhu Khoa Luu Marios Savvides CVBM 11 120 0 18 Jul 2017
DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation Guotai Wang Maria A. Zuluaga Wenqi Li R. Pratt P. Patel ... T. Doel A. David Jan Deprest Sebastien Ourselin Tom Kamiel Magda Vercauteren 26 405 0 03 Jul 2017
Image Companding and Inverse Halftoning using Deep Convolutional Neural Networks Xianxu Hou Guoping Qiu 31 35 0 01 Jul 2017
Joint Prediction of Depths, Normals and Surface Curvature from RGB Images using CNNs Thanuja Dharmasiri Andrew Spek Tom Drummond 3DV 19 28 0 23 Jun 2017
Data Driven Coded Aperture Design for Depth Recovery Prasan A. Shedligeri S. Mohan Kaushik Mitra 35 14 0 29 May 2017
Recurrent Scene Parsing with Perspective Understanding in the Loop Shu Kong Charless C. Fowlkes SSeg MDE 17 105 0 20 May 2017
What do We Learn by Semantic Scene Understanding for Remote Sensing imagery in CNN framework? Haifeng Li Jian Peng Chao Tao Jie Chen M. Deng 27 5 0 19 May 2017
Efficient and Scalable View Generation from a Single Image using Fully Convolutional Networks Sung-Ho Bae Mohamed A. Elgharib M. Hefeeda Wojciech Matusik 44 3 0 10 May 2017
A simple yet effective baseline for 3d human pose estimation Julieta Martinez Rayat Hossain Javier Romero James J. Little 3DH 9 1,306 0 08 May 2017