Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey and Experimental Study

8 June 2020

Chengkun Li

Papers citing "Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey and Experimental Study"

28 / 128 papers shown

Title
Vehicle Detection from 3D Lidar Using Fully Convolutional Network Bo Li Tianlei Zhang Tian Xia 3DPC 62 617 0 29 Aug 2016
Towards Evaluating the Robustness of Neural Networks Nicholas Carlini D. Wagner OOD AAML 261 8,552 0 16 Aug 2016
Playing for Data: Ground Truth from Computer Games Stephan R. Richter Vibhav Vineet Stefan Roth V. Koltun VLM 120 2,009 0 07 Aug 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 735 37,846 0 20 May 2016
Improving Weakly-Supervised Object Localization By Micro-Annotation Alexander Kolesnikov Christoph H. Lampert 43 28 0 18 May 2016
Context Encoders: Feature Learning by Inpainting Deepak Pathak Philipp Krahenbuhl Jeff Donahue Trevor Darrell Alexei A. Efros SSL 67 5,293 0 25 Apr 2016
ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation Di Lin Jifeng Dai Jiaya Jia Kaiming He Jian Sun SSeg 121 1,007 0 18 Apr 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 1.1K 11,609 0 06 Apr 2016
Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles M. Noroozi Paolo Favaro SSL 168 2,979 0 30 Mar 2016
Colorful Image Colorization Richard Y. Zhang Phillip Isola Alexei A. Efros 127 3,529 0 28 Mar 2016
Seed, Expand and Constrain: Three Principles for Weakly-Supervised Image Segmentation Alexander Kolesnikov Christoph H. Lampert SSeg 50 747 0 19 Mar 2016
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size F. Iandola Song Han Matthew W. Moskewicz Khalid Ashraf W. Dally Kurt Keutzer 150 7,482 0 24 Feb 2016
Learning Transferrable Knowledge for Semantic Segmentation with Deep Convolutional Neural Network Seunghoon Hong Junhyuk Oh Bohyung Han Honglak Lee SSeg 86 174 0 24 Dec 2015
Towards Open Set Deep Networks Abhijit Bendale Terrance Boult BDL EDL 101 1,426 0 19 Nov 2015
Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation Seunghoon Hong Hyeonwoo Noh Bohyung Han SSeg 113 338 0 16 Jun 2015
Constrained Convolutional Neural Networks for Weakly Supervised Segmentation Deepak Pathak Philipp Krahenbuhl Trevor Darrell SSeg 85 613 0 11 Jun 2015
What's the Point: Semantic Segmentation with Point Supervision Amy Bearman Olga Russakovsky V. Ferrari Li Fei-Fei 3DPC 98 985 0 06 Jun 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 372 9,486 0 28 May 2015
Unsupervised Visual Representation Learning by Context Prediction Carl Doersch Abhinav Gupta Alexei A. Efros DRL SSL 164 2,781 0 19 May 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,133 0 18 May 2015
A Deeper Look at Dataset Bias Tatiana Tommasi Novi Patricia Barbara Caputo Tinne Tuytelaars 97 327 0 06 May 2015
BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation Jifeng Dai Kaiming He Jian Sun 185 1,045 0 05 Mar 2015
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 220 5,196 0 10 Feb 2015
Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation George Papandreou Liang-Chieh Chen Kevin Patrick Murphy Alan Yuille SSeg 100 918 0 09 Feb 2015
Beyond Pixels: A Comprehensive Survey from Bottom-up to Semantic Image Segmentation and Cosegmentation Erik Cambria Fanman Meng Jianfei Cai Shijian Lu SSeg 3DV 80 230 0 03 Feb 2015
Fully Convolutional Multi-Class Multiple Instance Learning Deepak Pathak Evan Shelhamer Jonathan Long Trevor Darrell SSL 89 315 0 22 Dec 2014
Towards Open World Recognition Abhijit Bendale Terrance Boult 76 565 0 18 Dec 2014
Deep Learning in Neural Networks: An Overview Jürgen Schmidhuber HAI 243 16,354 0 30 Apr 2014