Hierarchical semantic segmentation using modular convolutional neural networks

14 October 2017

Papers citing "Hierarchical semantic segmentation using modular convolutional neural networks"

25 / 25 papers shown

Title
Setting an attention region for convolutional neural networks using region selective features, for recognition of materials within glass vessels S. Eppel 29 25 0 29 Aug 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 112 1,278 0 22 Apr 2017
Objects as context for detecting their semantic parts Abel Gonzalez-Garcia Davide Modolo V. Ferrari 49 6 0 28 Mar 2017
Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human Parsing Ke Gong Xiaodan Liang Dongyu Zhang Xiaohui Shen Liang Lin SSL 48 476 0 16 Mar 2017
Modular Representation of Layered Neural Networks C. Watanabe Kaoru Hiramatsu K. Kashino AI4TS 64 56 0 01 Mar 2017
PathNet: Evolution Channels Gradient Descent in Super Neural Networks Chrisantha Fernando Dylan Banarse Charles Blundell Yori Zwols David R Ha Andrei A. Rusu Alexander Pritzel Daan Wierstra 75 880 0 30 Jan 2017
Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer Noam M. Shazeer Azalia Mirhoseini Krzysztof Maziarz Andy Davis Quoc V. Le Geoffrey E. Hinton J. Dean MoE 248 2,653 0 23 Jan 2017
COCO-Stuff: Thing and Stuff Classes in Context Holger Caesar J. Uijlings V. Ferrari 132 1,387 0 12 Dec 2016
SCA-CNN: Spatial and Channel-wise Attention in Convolutional Networks for Image Captioning Long Chen Hanwang Zhang Jun Xiao Liqiang Nie Jian Shao Wei Liu Tat-Seng Chua 68 1,662 0 17 Nov 2016
ContextLocNet: Context-Aware Deep Network Models for Weakly Supervised Localization Vadim Kantorov Maxime Oquab Minsu Cho Ivan Laptev WSOL 62 306 0 14 Sep 2016
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 402 1,881 0 18 Aug 2016
Do semantic parts emerge in Convolutional Neural Networks? Abel Gonzalez-Garcia Davide Modolo V. Ferrari 174 113 0 13 Jul 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 251 18,240 0 02 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 741 37,862 0 20 May 2016
A guide to convolution arithmetic for deep learning Vincent Dumoulin Francesco Visin FAtt 3DH HAI 66 1,542 0 23 Mar 2016
Tracing liquid level and material boundaries in transparent vessels using the graph cut computer vision approach S. Eppel 28 14 0 31 Jan 2016
Where To Look: Focus Regions for Visual Question Answering Kevin J. Shih Saurabh Singh Derek Hoiem 73 460 0 23 Nov 2015
ABC-CNN: An Attention Based Convolutional Neural Network for Visual Question Answering Kan Chen Jiang Wang Liang-Chieh Chen Haoyuan Gao Wenyuan Xu Ram Nevatia 73 288 0 18 Nov 2015
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 1.1K 15,802 0 02 Nov 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 520 62,294 0 04 Jun 2015
Deep Learning for Semantic Part Segmentation with High-Level Guidance Stavros Tsogkas Iasonas Kokkinos George Papandreou A. Vedaldi SSeg 51 32 0 10 May 2015
Tracing the boundaries of materials in transparent vessels using computer vision S. Eppel 24 5 0 20 Jan 2015
Detect What You Can: Detecting and Representing Objects using Holistic Models and Body Parts Xianjie Chen Roozbeh Mottaghi Xiaobai Liu Sanja Fidler R. Urtasun Alan Yuille 98 640 0 08 Jun 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,667 0 01 May 2014
Computer vision-based recognition of liquid surfaces and phase boundaries in transparent vessels, with emphasis on chemistry applications S. Eppel Tal Kachman 53 26 0 28 Apr 2014