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
SketchParse : Towards Rich Descriptions for Poorly Drawn Sketches using Multi-Task Hierarchical Deep Networks Ravi Kiran Sarvadevabhatla Isht Dwivedi Abhijat Biswas S. Manocha R. VenkateshBabu 3DV 24 38 0 05 Sep 2017
A Spatiotemporal Oriented Energy Network for Dynamic Texture Recognition Isma Hadji Richard P. Wildes 33 27 0 22 Aug 2017
Sparsity Invariant CNNs J. Uhrig N. Schneider Lukas Schneider Uwe Franke Thomas Brox Andreas Geiger 59 824 0 22 Aug 2017
Improved Adversarial Systems for 3D Object Generation and Reconstruction Edward James Smith David Meger GAN 34 171 0 29 Jul 2017
3D Sketching using Multi-View Deep Volumetric Prediction J. Delanoy Mathieu Aubry Phillip Isola Alexei A. Efros Adrien Bousseau 3DV 27 126 0 26 Jul 2017
Deep Interactive Region Segmentation and Captioning Ali Sharifi Boroujerdi M. Khanian M. Breuß 24 7 0 26 Jul 2017
Physics Inspired Optimization on Semantic Transfer Features: An Alternative Method for Room Layout Estimation Hao Zhao Ming Lu Anbang Yao Yiwen Guo Yurong Chen Li Zhang 16 63 0 03 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
LinkNet: Exploiting Encoder Representations for Efficient Semantic Segmentation Abhishek Chaurasia Eugenio Culurciello SSeg 18 1,367 0 14 Jun 2017
Data Driven Coded Aperture Design for Depth Recovery Prasan A. Shedligeri S. Mohan Kaushik Mitra 35 14 0 29 May 2017
DepthCut: Improved Depth Edge Estimation Using Multiple Unreliable Channels Paul Guerrero H. Winnemöller Wilmot Li Niloy J. Mitra MDE 21 7 0 22 May 2017
Incorporating Depth into both CNN and CRF for Indoor Semantic Segmentation Jindong Jiang Zhijun Zhang Yongqian Huang Lunan Zheng 45 28 0 21 May 2017
Critical Contours: An Invariant Linking Image Flow with Salient Surface Organization B. Kunsberg Steven W. Zucker 19 20 0 20 May 2017
Recurrent Scene Parsing with Perspective Understanding in the Loop Shu Kong Charless C. Fowlkes SSeg MDE 17 105 0 20 May 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 102 3,076 0 19 May 2017
Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective Jing Zhang Wanqing Li P. Ogunbona Dong Xu OOD 27 46 0 11 May 2017
Incremental Learning Through Deep Adaptation Amir Rosenfeld John K. Tsotsos CLL 19 276 0 11 May 2017
Obstacle Avoidance through Deep Networks based Intermediate Perception Shichao Yang Sandeep Konam Chen Ma Stephanie Rosenthal Manuela Veloso Sebastian Scherer 15 39 0 27 Apr 2017
A Review on Deep Learning Techniques Applied to Semantic Segmentation Alberto Garcia-Garcia Sergio Orts Sergiu Oprea Victor Villena-Martinez Jose Garcia-Rodriguez 3DV SSeg 34 1,270 0 22 Apr 2017
Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency Shubham Tulsiani Tinghui Zhou Alyosha A. Efros Jitendra Malik 3DV 36 558 0 20 Apr 2017
CNN-SLAM: Real-time dense monocular SLAM with learned depth prediction Keisuke Tateno Federico Tombari Iro Laina Nassir Navab MDE 34 679 0 11 Apr 2017
Loss Max-Pooling for Semantic Image Segmentation Samuel Rota Buló Gerhard Neuhold Peter Kontschieder SSeg 30 116 0 10 Apr 2017
Surface Normals in the Wild Weifeng Chen Donglai Xiang Jia Deng 3DH 13 36 0 10 Apr 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 61 5,554 0 30 Mar 2017
Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression Aaron S. Jackson Adrian Bulat Vasileios Argyriou Georgios Tzimiropoulos 3DH 3DV 31 442 0 22 Mar 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
Learning Rank Reduced Interpolation with Principal Component Analysis M. Ochs H. Bradler Rudolf Mester 24 2 0 15 Mar 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 88 4,645 0 15 Mar 2017
Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs Michael Gygli Mohammad Norouzi A. Angelova TDI 24 68 0 13 Mar 2017
Label Refinement Network for Coarse-to-Fine Semantic Segmentation Md. Amirul Islam Shujon Naha Mrigank Rochan Neil D. B. Bruce Yang Wang SSeg 27 55 0 01 Mar 2017
PixelNet: Representation of the pixels, by the pixels, and for the pixels Aayush Bansal Xinlei Chen Bryan C. Russell Abhinav Gupta Deva Ramanan SSeg 32 120 0 21 Feb 2017
Semi-Supervised Deep Learning for Monocular Depth Map Prediction Yevhen Kuznietsov J. Stückler Bastian Leibe MDE SSL 44 668 0 09 Feb 2017
Image De-raining Using a Conditional Generative Adversarial Network He Zhang Vishwanath A. Sindagi Vishal M. Patel GAN 38 1,012 0 21 Jan 2017
Learning from Synthetic Humans Gül Varol Javier Romero Xavier Martin Naureen Mahmood Michael J. Black Ivan Laptev Cordelia Schmid 3DH 38 963 0 05 Jan 2017
Learning Non-Lambertian Object Intrinsics across ShapeNet Categories Jian Shi Yue Dong Hao Su Stella X. Yu 28 181 0 27 Dec 2016
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks Yinda Zhang Shuran Song Ersin Yumer Manolis Savva Joon-Young Lee Hailin Jin Thomas Funkhouser AI4CE SSL 3DV 3DPC 19 260 0 22 Dec 2016
Beyond Skip Connections: Top-Down Modulation for Object Detection Abhinav Shrivastava Rahul Sukthankar Jitendra Malik Abhinav Gupta ObjD 41 320 0 20 Dec 2016
3D Shape Induction from 2D Views of Multiple Objects Matheus Gadelha Subhransu Maji Rui Wang GAN 23 293 0 18 Dec 2016
COCO-Stuff: Thing and Stuff Classes in Context Holger Caesar J. Uijlings V. Ferrari 25 1,360 0 12 Dec 2016
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring Seungjun Nah Tae Hyun Kim Kyoung Mu Lee 90 1,951 0 07 Dec 2016
ImageNet pre-trained models with batch normalization Marcel Simon E. Rodner Joachim Denzler VLM SSeg 44 165 0 05 Dec 2016
A Benchmark for Endoluminal Scene Segmentation of Colonoscopy Images David Vázquez Jorge Bernal F. Sánchez Gloria Fernández-Esparrach Antonio M. López Adriana Romero M. Drozdzal Aaron Courville 3DV 31 624 0 02 Dec 2016
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction Richard Y. Zhang Phillip Isola Alexei A. Efros SSL DRL 31 666 0 29 Nov 2016
What Is Around The Camera? Stamatios Georgoulis Konstantinos Rematas Tobias Ritschel Mario Fritz Tinne Tuytelaars Luc Van Gool DiffM 40 41 0 28 Nov 2016
Single-View and Multi-View Depth Fusion José M. Fácil Alejo Concha Luis Montesano Javier Civera MDE 24 35 0 22 Nov 2016
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,494 0 21 Nov 2016
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation Guosheng Lin Anton Milan Chunhua Shen Ian Reid AI4TS SSeg 107 2,831 0 20 Nov 2016
Nazr-CNN: Fine-Grained Classification of UAV Imagery for Damage Assessment Nazia Attari Ferda Ofli Mohammad Awad J. Lucas Sanjay Chawla 52 44 0 20 Nov 2016
Semi-Dense 3D Semantic Mapping from Monocular SLAM Xuanpeng Li R. Belaroussi 29 63 0 13 Nov 2016
Parse Geometry from a Line: Monocular Depth Estimation with Partial Laser Observation Yiyi Liao Lichao Huang Yue Wang S. Kodagoda Yinan Yu Yong-Jin Liu MDE 38 102 0 17 Oct 2016