ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation

7 June 2016

Papers citing "ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation"

50 / 577 papers shown

Title
DFNet: Semantic Segmentation on Panoramic Images with Dynamic Loss Weights and Residual Fusion Block Wei Jiang Yan Wu 80 19 0 11 Jun 2018
Fully Convolutional Networks with Sequential Information for Robust Crop and Weed Detection in Precision Farming Philipp Lottes Jens Behley Andres Milioto C. Stachniss 97 205 0 09 Jun 2018
Efficient semantic image segmentation with superpixel pooling Mathijs Schuurmans Maxim Berman Matthew B. Blaschko SSeg 68 21 0 07 Jun 2018
Performance Evaluation of Deep Learning Networks for Semantic Segmentation of Traffic Stereo-Pair Images Vlad Taran N. Gordienko Yuriy Kochura Yuri G. Gordienko Oleksandr Rokovyi Oleg Alienin S. Stirenko SSeg 64 10 0 05 Jun 2018
Between Progress and Potential Impact of AI: the Neglected Dimensions Fernando Martínez-Plumed S. Avin Miles Brundage Allan Dafoe Seán Ó hÉigeartaigh José Hernández-Orallo 75 3 0 02 Jun 2018
Semantic Road Layout Understanding by Generative Adversarial Inpainting Lorenzo Berlincioni Federico Becattini L. Galteri Lorenzo Seidenari Marco Bertini 102 14 0 29 May 2018
Multi-region segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks Jose Dolz Xiaopan Xu Jérôme Rony Jing Yuan Yang Liu Eric Granger Christian Desrosiers Xi Zhang Ismail Ben Ayed Hongbing Lu MedIm 105 81 0 28 May 2018
DeLS-3D: Deep Localization and Segmentation with a 3D Semantic Map Peng Wang Ruigang Yang Binbin Cao Wenyuan Xu Yuanqing Lin 3DPC 105 58 0 13 May 2018
Convolutional CRFs for Semantic Segmentation Marvin Teichmann R. Cipolla SSeg 126 111 0 12 May 2018
Constrained-CNN losses for weakly supervised segmentation H. Kervadec Jose Dolz Meng Tang Eric Granger Yuri Boykov Ismail Ben Ayed 114 247 0 12 May 2018
ContextNet: Exploring Context and Detail for Semantic Segmentation in Real-time Rudra P. K. Poudel Ujwal D. Bonde Stephan Liwicki Christopher Zach SSeg 172 233 0 11 May 2018
Mapping Road Lanes Using Laser Remission and Deep Neural Networks Raphael V. Carneiro R. C. Nascimento Rânik Guidolini Vinicius B. Cardoso Thiago Oliveira-Santos C. Badue Alberto F. de Souza AI4CE 86 7 0 27 Apr 2018
Driving Policy Transfer via Modularity and Abstraction Matthias Muller Alexey Dosovitskiy Guohao Li V. Koltun 135 228 0 25 Apr 2018
Estimating Depth from RGB and Sparse Sensing Zhao Chen Vijay Badrinarayanan Gilad Drozdov Andrew Rabinovich MDE 3DV 115 110 0 08 Apr 2018
Low-Latency Video Semantic Segmentation Yule Li Jianping Shi Dahua Lin VOS SSeg 143 167 0 02 Apr 2018
Real-time Progressive 3D Semantic Segmentation for Indoor Scene Quang Pham Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DPC SSeg 3DV 146 71 0 01 Apr 2018
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation Angela Dai Matthias Nießner 3DPC 3DV 118 332 0 28 Mar 2018
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation Sachin Mehta Mohammad Rastegari A. Caspi Linda G. Shapiro Hannaneh Hajishirzi SSeg 223 808 0 19 Mar 2018
Land use mapping in the Three Gorges Reservoir Area based on semantic segmentation deep learning method Xin Zhang Bingfang Wu Liang Zhu Fuyou Tian Miao Zhang Y. Zeng AI4CE 46 7 0 18 Mar 2018
The ApolloScape Open Dataset for Autonomous Driving and its Application Xinyu Huang Peng Wang Xinjing Cheng Dingfu Zhou Qichuan Geng Ruigang Yang 3DPC 203 586 0 16 Mar 2018
Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional Networks M. Anthimopoulos Stergios Christodoulidis L. Ebner Thomas Geiser Andreas Christe Stavroula Mougiakakou 80 116 0 16 Mar 2018
ShuffleSeg: Real-time Semantic Segmentation Network M. Gamal Mennatullah Siam Moemen Abdel-Razek SSeg 81 60 0 10 Mar 2018
Driving Scene Perception Network: Real-time Joint Detection, Depth Estimation and Semantic Segmentation Liangfu Chen Ze Yang J. Ma Zheng Luo 92 47 0 10 Mar 2018
RTSeg: Real-time Semantic Segmentation Comparative Study Mennatullah Siam M. Gamal Moemen Abdel-Razek S. Yogamani Martin Jägersand SSeg 110 117 0 07 Mar 2018
Building an Integrated Mobile Robotic System for Real-Time Applications in Construction Khashayar Asadi Hariharan Ramshankar Harish Pullagurla Aishwarya Bhandare Suraj Shanbhag P. Mehta S. Kundu Kevin K. Han Edgar J. Lobaton Tianfu Wu 88 21 0 05 Mar 2018
Multimodal Sensor-Based Semantic 3D Mapping for a Large-Scale Environment Jongmin Jeong T. Yoon Jin Bae Park 3DPC 105 29 0 28 Feb 2018
Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics using CNNs Andres Milioto C. Stachniss SSeg 134 88 0 25 Feb 2018
Left ventricle segmentation By modelling uncertainty in prediction of deep convolutional neural networks and adaptive thresholding inference Alireza Norouzi Ali Emami S. M. Reza Soroushmehr N. Karimi S. Samavi Kayvan Najarian UQCV 51 1 0 23 Feb 2018
Towards End-to-End Lane Detection: an Instance Segmentation Approach D. Neven Bert De Brabandere Stamatios Georgoulis Marc Proesmans Luc Van Gool 137 698 0 15 Feb 2018
Deep Learning Models Delineates Multiple Nuclear Phenotypes in H&E Stained Histology Sections M. Khoshdeli B. Parvin 60 11 0 13 Feb 2018
Virtual-to-Real: Learning to Control in Visual Semantic Segmentation Zhang-Wei Hong Yu-Ming Chen Shih-Yang Su Tzu-Yun Shann Yi-Hsiang Chang ... Yueh-Chuan Chang Tsu-Ching Hsiao Hsin-Wei Hsiao Sih-Pin Lai Chun-Yi Lee 125 81 0 01 Feb 2018
PDNet: Semantic Segmentation integrated with a Primal-Dual Network for Document binarization K. R. Ayyalasomayajula F. Malmberg Anders Brun 78 29 0 26 Jan 2018
Restricted Deformable Convolution based Road Scene Semantic Segmentation Using Surround View Cameras Liuyuan Deng Ming Yang Hao Li Tianyi Li Bing Hu Chunxiang Wang 150 133 0 02 Jan 2018
Incremental Adversarial Domain Adaptation for Continually Changing Environments Markus Wulfmeier Alex Bewley Ingmar Posner CLL 120 130 0 20 Dec 2017
Error Correction for Dense Semantic Image Labeling Yu-Hui Huang Xu Jia Stamatios Georgoulis Tinne Tuytelaars Luc Van Gool VLM 141 7 0 11 Dec 2017
Real-time Semantic Image Segmentation via Spatial Sparsity Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 145 63 0 01 Dec 2017
On the Robustness of Semantic Segmentation Models to Adversarial Attacks Anurag Arnab O. Mikšík Philip Torr AAML 224 312 0 27 Nov 2017
fpgaConvNet: A Toolflow for Mapping Diverse Convolutional Neural Networks on Embedded FPGAs Stylianos I. Venieris C. Bouganis 95 32 0 23 Nov 2017
W-Net: A Deep Model for Fully Unsupervised Image Segmentation Xide Xia Brian Kulis SSeg 108 259 0 22 Nov 2017
HandSeg: An Automatically Labeled Dataset for Hand Segmentation from Depth Images Abhishake Kumar Bojja Franziska Mueller S. R. Malireddi Markus Oberweger Vincent Lepetit Christian Theobalt K. M. Yi Andrea Tagliasacchi VLM 3DH 89 22 0 16 Nov 2017
Squeeze-SegNet: A new fast Deep Convolutional Neural Network for Semantic Segmentation Géraldin Nanfack Azeddine Elhassouny Rachid Oulad Haj Thami SSeg 163 23 0 15 Nov 2017
Computationally efficient cardiac views projection using 3D Convolutional Neural Networks Matthieu Lê Jesse Lieman-Sifry Felix Lau Sean Sall A. Hsiao Daniel Golden 65 11 0 03 Nov 2017
Ω-Net (Omega-Net): Fully Automatic, Multi-View Cardiac MR Detection, Orientation, and Segmentation with Deep Neural Networks D. Vigneault Weidi Xie Carolyn Y. Ho D. Bluemke J. A. Noble 101 12 0 03 Nov 2017
Optimization Landscape and Expressivity of Deep CNNs Quynh N. Nguyen Matthias Hein 139 29 0 30 Oct 2017
Rethinking Convolutional Semantic Segmentation Learning Mrinal Haloi BDL 76 4 0 22 Oct 2017
Keynote: Small Neural Nets Are Beautiful: Enabling Embedded Systems with Small Deep-Neural-Network Architectures F. Iandola Kurt Keutzer 88 37 0 07 Oct 2017
Real-time Semantic Segmentation of Crop and Weed for Precision Agriculture Robots Leveraging Background Knowledge in CNNs Andres Milioto Philipp Lottes C. Stachniss 112 376 0 20 Sep 2017
Recent Advances in the Applications of Convolutional Neural Networks to Medical Image Contour Detection Zizhao Zhang Fuyong Xing H. Su Xiaoshuang Shi Ling Yang AAML 71 13 0 24 Aug 2017
Personalized Cinemagraphs using Semantic Understanding and Collaborative Learning Tae-Hyun Oh Kyungdon Joo Neel Joshi Baoyuan Wang In So Kweon S. B. Kang DiffM 119 13 0 09 Aug 2017
Semantic Instance Segmentation with a Discriminative Loss Function Bert De Brabandere D. Neven Luc Van Gool SSeg 242 451 0 08 Aug 2017