Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-Scale Convolutional Architecture

18 November 2014

Papers citing "Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-Scale Convolutional Architecture"

50 / 494 papers shown

Title
RedNet: Residual Encoder-Decoder Network for indoor RGB-D Semantic Segmentation Jindong Jiang Lunan Zheng Fei Luo Zhijun Zhang 3DPC SSeg 19 212 0 04 Jun 2018
Monocular Depth Estimation with Augmented Ordinal Depth Relationships Yuanzhouhan Cao Tianqi Zhao Ke Xian Chunhua Shen Zhiguo Cao Shugong Xu MDE 25 49 0 02 Jun 2018
Deep Imbalanced Learning for Face Recognition and Attribute Prediction Chen Huang Yining Li Chen Change Loy Xiaoou Tang CVBM 14 309 0 01 Jun 2018
Learning to Generate Facial Depth Maps S. Pini Filippo Grazioli Guido Borghi R. Vezzani Rita Cucchiara CVBM GAN MDE 39 9 0 30 May 2018
Video Summarization Using Fully Convolutional Sequence Networks Mrigank Rochan Linwei Ye Yang Wang 30 233 0 26 May 2018
Vehicle Instance Segmentation from Aerial Image and Video Using a Multi-Task Learning Residual Fully Convolutional Network Lichao Mou Xiaoxiang Zhu SSeg 28 154 0 26 May 2018
Image-to-image translation for cross-domain disentanglement Abel Gonzalez-Garcia Joost van de Weijer Yoshua Bengio DRL 25 240 0 24 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 14 73 0 23 May 2018
Learning 3D Shape Completion under Weak Supervision David Stutz Andreas Geiger 3DPC SSL 35 106 0 18 May 2018
Recurrent Neural Network for Learning DenseDepth and Ego-Motion from Video Rui Wang Jan-Michael Frahm Stephen M. Pizer 3DV MDE 27 9 0 17 May 2018
Auxiliary Tasks in Multi-task Learning Lukas Liebel Marco Körner SSL 19 246 0 16 May 2018
Automated Vision-based Bridge Component Extraction Using Multiscale Convolutional Neural Networks Y. Narazaki Vedhus Hoskere T. Hoang B. Spencer 12 17 0 15 May 2018
Cross-connected Networks for Multi-task Learning of Detection and Segmentation Seiichiro Fukuda Ryota Yoshihashi Rei Kawakami Shaodi You M. Iida T. Naemura 21 15 0 15 May 2018
DeLS-3D: Deep Localization and Segmentation with a 3D Semantic Map Peng Wang Ruigang Yang Binbin Cao Wenyuan Xu Yuanqing Lin 3DPC 39 58 0 13 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 27 475 0 11 May 2018
Just-in-Time Reconstruction: Inpainting Sparse Maps using Single View Depth Predictors as Priors C. Weerasekera Thanuja Dharmasiri Ravi Garg Tom Drummond Ian Reid 35 27 0 11 May 2018
Position Estimation of Camera Based on Unsupervised Learning Yantong Wu Yang Liu MDE 35 5 0 05 May 2018
Vision-based Structural Inspection using Multiscale Deep Convolutional Neural Networks Vedhus Hoskere Y. Narazaki T. Hoang B. Spencer 6 87 0 02 May 2018
Exploring the Limits of Weakly Supervised Pretraining D. Mahajan Ross B. Girshick Vignesh Ramanathan Kaiming He Manohar Paluri Yixuan Li Ashwin R. Bharambe Laurens van der Maaten VLM 104 1,356 0 02 May 2018
Structure Aware SLAM using Quadrics and Planes M. Hosseinzadeh Yasir Latif Trung T. Pham Niko Sünderhauf Ian Reid 19 53 0 24 Apr 2018
PlaneNet: Piece-wise Planar Reconstruction from a Single RGB Image Chen Liu Jimei Yang Duygu Ceylan Ersin Yumer Yasutaka Furukawa 3DV 34 195 0 17 Apr 2018
Im2Struct: Recovering 3D Shape Structure from a Single RGB Image Chengjie Niu Jun Li Kai Xu 3DV 28 126 0 16 Apr 2018
Binge Watching: Scaling Affordance Learning from Sitcoms Xinyu Wang Rohit Girdhar Abhinav Gupta 35 81 0 09 Apr 2018
MegaDepth: Learning Single-View Depth Prediction from Internet Photos Zhengqi Li Noah Snavely MDE 3DV 42 1,003 0 02 Apr 2018
Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning Sandeep Subramanian Adam Trischler Yoshua Bengio C. Pal SSL 29 328 0 30 Mar 2018
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation Dan Xu Wei Wang Hao Tang Hong Liu N. Sebe Elisa Ricci MDE 13 305 0 29 Mar 2018
Single Day Outdoor Photometric Stereo Yannick Hold-Geoffroy Paulo F. U. Gotardo Jean-François Lalonde 30 15 0 28 Mar 2018
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation Angela Dai Matthias Nießner 3DPC 3DV 13 322 0 28 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
Fusion of stereo and still monocular depth estimates in a self-supervised learning context Diogo Martins K. G. Hecke Guido de Croon SSL MDE 16 22 0 20 Mar 2018
Depth-aware CNN for RGB-D Segmentation Weiyue Wang Ulrich Neumann SSeg 22 255 0 19 Mar 2018
Salient Region Segmentation Sen He N. Pugeault FAtt 27 6 0 15 Mar 2018
Maintaining Natural Image Statistics with the Contextual Loss Roey Mechrez Itamar Talmi Firas Shama Lihi Zelnik-Manor GAN 40 94 0 13 Mar 2018
Driving Scene Perception Network: Real-time Joint Detection, Depth Estimation and Semantic Segmentation Liangfu Chen Ze Yang J. Ma Zheng Luo 37 47 0 10 Mar 2018
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation Jogendra Nath Kundu P. Uppala Anuj Pahuja R. Venkatesh Babu MDE 26 185 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
IM2HEIGHT: Height Estimation from Single Monocular Imagery via Fully Residual Convolutional-Deconvolutional Network Lichao Mou Xiaoxiang Zhu MDE 33 117 0 28 Feb 2018
Recurrent Slice Networks for 3D Segmentation of Point Clouds Qiangui Huang Weiyue Wang Ulrich Neumann 3DPC 44 452 0 13 Feb 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 34 12,936 0 07 Feb 2018
Road Segmentation in SAR Satellite Images with Deep Fully-Convolutional Neural Networks C. Henry S. Azimi N. Merkle 30 175 0 05 Feb 2018
Game of Sketches: Deep Recurrent Models of Pictionary-style Word Guessing Ravi Kiran Sarvadevabhatla Shiv Surya Trisha Mittal Venkatesh Babu Radhakrishnan 24 14 0 29 Jan 2018
NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction Yuan Gao Jiayi Ma Mingbo Zhao Wen Liu Alan Yuille 36 252 0 25 Jan 2018
Aperture Supervision for Monocular Depth Estimation Pratul P. Srinivasan Rahul Garg Neal Wadhwa Ren Ng Jonathan T. Barron MDE 26 56 0 21 Nov 2017
MarrNet: 3D Shape Reconstruction via 2.5D Sketches Jiajun Wu Yifan Wang Tianfan Xue Xingyuan Sun Bill Freeman J. Tenenbaum 3DV 54 418 0 08 Nov 2017
GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks Zhao Chen Vijay Badrinarayanan Chen-Yu Lee Andrew Rabinovich ODL 47 1,262 0 07 Nov 2017
Generic 3D Representation via Pose Estimation and Matching Amir Zamir T. Wekel Pulkit Agrawal Colin Wei Jitendra Malik Silvio Savarese 3DV 15 94 0 23 Oct 2017
Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image Fangchang Ma S. Karaman MDE 3DV 69 581 0 21 Sep 2017
Matterport3D: Learning from RGB-D Data in Indoor Environments Angel X. Chang Angela Dai Thomas Funkhouser Maciej Halber Matthias Nießner Manolis Savva Shuran Song Andy Zeng Yinda Zhang 3DV 3DPC 23 1,864 0 18 Sep 2017
weedNet: Dense Semantic Weed Classification Using Multispectral Images and MAV for Smart Farming Inkyu Sa Zetao Chen Marija Popović R. Khanna F. Liebisch Juan I. Nieto Roland Siegwart 24 266 0 11 Sep 2017
Image Splicing Localization Using A Multi-Task Fully Convolutional Network (MFCN) Ronald Salloum Yuzhuo Ren C.-C. Jay Kuo 15 325 0 06 Sep 2017