Instance Segmentation of Fibers from Low Resolution CT Scans via 3D Deep
Embedding Learning

Instance Segmentation of Fibers from Low Resolution CT Scans via 3D Deep Embedding Learning

4 January 2019

Tomasz K. Konopczynski

Thorben Kröger

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Papers citing "Instance Segmentation of Fibers from Low Resolution CT Scans via 3D Deep Embedding Learning"

15 / 15 papers shown

Title
Fully Convolutional Deep Network Architectures for Automatic Short Glass Fiber Semantic Segmentation from CT scans Tomasz K. Konopczynski Danish Rathore J. Rathore Thorben Kröger Lei Zheng C. Garbe S. Carmignato Jurgen Hesser SSeg 3DPC MedIm 33 12 0 04 Jan 2019
Reference Setup for Quantitative Comparison of Segmentation Techniques for Short Glass Fiber CT Data Tomasz K. Konopczynski J. Rathore Thorben Kröger Lei Zheng C. Garbe S. Carmignato Jurgen Hesser 35 9 0 04 Jan 2019
Semantic Instance Segmentation with a Discriminative Loss Function Bert De Brabandere D. Neven Luc Van Gool SSeg 165 447 0 08 Aug 2017
Fast Scene Understanding for Autonomous Driving D. Neven Bert De Brabandere Stamatios Georgoulis Marc Proesmans Luc Van Gool SSeg 75 74 0 08 Aug 2017
Semantic Instance Segmentation via Deep Metric Learning Alireza Fathi Z. Wojna V. Rathod Peng Wang Hyun Oh Song S. Guadarrama Kevin Patrick Murphy SSeg 61 203 0 30 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 387 27,275 0 20 Mar 2017
Deep Watershed Transform for Instance Segmentation Min Bai R. Urtasun ISeg SSeg 134 524 0 24 Nov 2016
Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Networks and 3D Conditional Random Fields P. Christ M. Elshaer Florian Ettlinger S. Tatavarty Marc Bickel ... Felix O. Hofmann M. D’Anastasi Wieland H. Sommer Seyed-Ahmad Ahmadi Bjoern Menze MedIm 76 633 0 07 Oct 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 755 37,927 0 20 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,641 0 10 Dec 2015
Recurrent Instance Segmentation Bernardino Romera-Paredes Philip Torr SSeg 73 329 0 25 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 540 62,477 0 04 Jun 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 469 43,357 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 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 437 43,875 0 01 May 2014