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 Unified Approach of Multi-scale Deep and Hand-crafted Features for Defocus Estimation Jinsun Park Yu-Wing Tai Donghyeon Cho In So Kweon 3DV 11 116 0 28 Apr 2017
CNN-SLAM: Real-time dense monocular SLAM with learned depth prediction Keisuke Tateno Federico Tombari Iro Laina Nassir Navab MDE 9 678 0 11 Apr 2017
Surface Normals in the Wild Weifeng Chen Donglai Xiang Jia Deng 3DH 13 36 0 10 Apr 2017
Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation Dan Xu Elisa Ricci Wanli Ouyang Xiaogang Wang N. Sebe 6 416 0 07 Apr 2017
Configurable 3D Scene Synthesis and 2D Image Rendering with Per-Pixel Ground Truth using Stochastic Grammars Chenfanfu Jiang Siyuan Qi Yixin Zhu Siyuan Huang Jenny Lin L. Yu Demetri Terzopoulos Song-Chun Zhu 3DV 33 82 0 01 Apr 2017
ZM-Net: Real-time Zero-shot Image Manipulation Network Hao Wang Xiaodan Liang Huatian Zhang Dit-Yan Yeung Eric Xing 19 34 0 21 Mar 2017
Semi-Supervised Deep Learning for Monocular Depth Map Prediction Yevhen Kuznietsov J. Stückler Bastian Leibe MDE SSL 19 668 0 09 Feb 2017
Wide-Residual-Inception Networks for Real-time Object Detection Youngwan Lee Byeonghak Yim Huieun Kim Eunsoo Park X. Cui Taekang Woo Hakil Kim ObjD 26 32 0 04 Feb 2017
Learning from Synthetic Humans Gül Varol Javier Romero Xavier Martin Naureen Mahmood Michael J. Black Ivan Laptev Cordelia Schmid 3DH 36 962 0 05 Jan 2017
AGA: Attribute Guided Augmentation Mandar Dixit Roland Kwitt Marc Niethammer Nuno Vasconcelos GAN 28 100 0 08 Dec 2016
Superpixels: An Evaluation of the State-of-the-Art David Stutz Alexander Hermans Bastian Leibe SupR 80 469 0 06 Dec 2016
Panoramic Structure from Motion via Geometric Relationship Detection Satoshi Ikehata Ivaylo Boyadzhiev Qi Shan Yasutaka Furukawa 28 5 0 05 Dec 2016
Deep, Dense, and Low-Rank Gaussian Conditional Random Fields Siddhartha Chandra Iasonas Kokkinos BDL 28 1 0 28 Nov 2016
Single-View and Multi-View Depth Fusion José M. Fácil Alejo Concha Luis Montesano Javier Civera MDE 18 35 0 22 Nov 2016
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation Guosheng Lin Anton Milan Chunhua Shen Ian Reid AI4TS SSeg 92 2,831 0 20 Nov 2016
CAD2RL: Real Single-Image Flight without a Single Real Image Fereshteh Sadeghi Sergey Levine SSL 246 810 0 13 Nov 2016
UberNet: Training a `Universal' Convolutional Neural Network for Low-, Mid-, and High-Level Vision using Diverse Datasets and Limited Memory Iasonas Kokkinos SSeg SSL 48 670 0 07 Sep 2016
Depth2Action: Exploring Embedded Depth for Large-Scale Action Recognition Yi Zhu Shawn D. Newsam 16 41 0 15 Aug 2016
Play and Learn: Using Video Games to Train Computer Vision Models Alireza Shafaei James J. Little Mark W. Schmidt 28 109 0 05 Aug 2016
Depth Estimation from Single Image using Sparse Representations Yigit Oktar MDE 6 0 0 27 Jun 2016
Past, Present, and Future of Simultaneous Localization And Mapping: Towards the Robust-Perception Age Cesar Cadena Luca Carlone Henry Carrillo Yasir Latif Davide Scaramuzza José Neira Ian Reid J. Leonard 22 2,888 0 19 Jun 2016
Deeper Depth Prediction with Fully Convolutional Residual Networks Iro Laina Christian Rupprecht Vasileios Belagiannis Federico Tombari Nassir Navab 3DV MDE 14 1,819 0 01 Jun 2016
cvpaper.challenge in 2015 - A review of CVPR2015 and DeepSurvey Hirokatsu Kataoka Yudai Miyashita Tomoaki K. Yamabe Soma Shirakabe Shin-ichi Sato ... Kaori Abe Takaaki Imanari Naomichi Kobayashi Shinichiro Morita Akio Nakamura 24 2 0 26 May 2016
Depth from a Single Image by Harmonizing Overcomplete Local Network Predictions Ayan Chakrabarti Jingyu Shao Gregory Shakhnarovich MDE 30 116 0 23 May 2016
Estimating Depth from Monocular Images as Classification Using Deep Fully Convolutional Residual Networks Yuanzhouhan Cao Zifeng Wu Chunhua Shen MDE 38 399 0 08 May 2016
Joint Semantic Segmentation and Depth Estimation with Deep Convolutional Networks Arsalan Mousavian Hamed Pirsiavash Jana Kosecka SSeg 23 151 0 25 Apr 2016
Synthetic Data for Text Localisation in Natural Images Ankush Gupta Andrea Vedaldi Andrew Zisserman 78 1,419 0 22 Apr 2016
Symmetry-aware Depth Estimation using Deep Neural Networks Guilin Liu Chao Yang Zimo Li Duygu Ceylan Qi-Xing Huang MDE 19 3 0 20 Apr 2016
Single-Image Depth Perception in the Wild Weifeng Chen Z. Fu Dawei Yang Jia Deng MDE 20 511 0 13 Apr 2016
Deep3D: Fully Automatic 2D-to-3D Video Conversion with Deep Convolutional Neural Networks Junyuan Xie Ross B. Girshick Ali Farhadi 3DH 42 426 0 13 Apr 2016
Marr Revisited: 2D-3D Alignment via Surface Normal Prediction Aayush Bansal Bryan C. Russell Abhinav Gupta 6 219 0 05 Apr 2016
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction Chris Choy Danfei Xu JunYoung Gwak Kevin Chen Silvio Savarese 3DV 17 1,705 0 02 Apr 2016
DeLight-Net: Decomposing Reflectance Maps into Specular Materials and Natural Illumination Stamatios Georgoulis Konstantinos Rematas Tobias Ritschel Mario Fritz Luc Van Gool Tinne Tuytelaars 26 24 0 27 Mar 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 57 10,168 0 27 Mar 2016
Fine-scale Surface Normal Estimation using a Single NIR Image Youngjin Yoon Gyeongmin Choe Namil Kim Joon-Young Lee In So Kweon 22 17 0 24 Mar 2016
Unified Depth Prediction and Intrinsic Image Decomposition from a Single Image via Joint Convolutional Neural Fields Seungryong Kim Kihong Park Kwanghoon Sohn Stephen Lin MDE 14 109 0 21 Mar 2016
Exploring Context with Deep Structured models for Semantic Segmentation Guosheng Lin Chunhua Shen Anton van den Hengel Ian Reid SSeg 101 125 0 10 Mar 2016
Discriminative Training of Deep Fully-connected Continuous CRF with Task-specific Loss Fayao Liu Guosheng Lin Chunhua Shen 21 24 0 28 Jan 2016
Structured learning of metric ensembles with application to person re-identification S. Paisitkriangkrai Lin Wu Chunhua Shen Anton Van Den Hengel 18 11 0 27 Nov 2015
Constrained Structured Regression with Convolutional Neural Networks Deepak Pathak Philipp Krahenbuhl Stella X. Yu Trevor Darrell BDL 38 10 0 23 Nov 2015
Deep Reflectance Maps Konstantinos Rematas Tobias Ritschel Mario Fritz E. Gavves Tinne Tuytelaars 17 103 0 13 Nov 2015
Deeply Learning the Messages in Message Passing Inference Guosheng Lin Chunhua Shen Ian Reid Anton Van Den Hengel 3DV 47 63 0 06 Jun 2015
Efficient piecewise training of deep structured models for semantic segmentation Guosheng Lin Chunhua Shen Anton van dan Hengel Ian Reid VLM SSeg 55 923 0 04 Apr 2015
CRF Learning with CNN Features for Image Segmentation Fayao Liu Guosheng Lin Chunhua Shen SSeg 21 206 0 28 Mar 2015
Learning to rank in person re-identification with metric ensembles S. Paisitkriangkrai Chunhua Shen Anton Van Den Hengel 29 474 0 05 Mar 2015
Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields Fayao Liu Chunhua Shen Guosheng Lin Ian Reid MDE 38 1,194 0 26 Feb 2015
Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-Scale Convolutional Architecture David Eigen Rob Fergus VLM MDE 32 2,671 0 18 Nov 2014
Pedestrian Detection with Spatially Pooled Features and Structured Ensemble Learning S. Paisitkriangkrai Chunhua Shen Anton Van Den Hengel 9 132 0 18 Sep 2014