The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation

28 November 2016

David Vazquez

Papers citing "The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation"

50 / 141 papers shown

Title
Efficient Ensemble Model Generation for Uncertainty Estimation with Bayesian Approximation in Segmentation Hong Joo Lee S. T. Kim Hakmin Lee Nassir Navab Yong Man Ro UQCV 16 7 0 21 May 2020
Hierarchical Regression Network for Spectral Reconstruction from RGB Images Yuzhi Zhao L. Po Qiong Yan Wei Liu Tingyu Lin 25 114 0 10 May 2020
Deep Learning on Point Clouds for False Positive Reduction at Nodule Detection in Chest CT Scans I. Drokin Elena Ericheva 3DPC 22 8 0 07 May 2020
Self-Supervised Discovering of Interpretable Features for Reinforcement Learning Wenjie Shi Gao Huang Shiji Song Zhuoyuan Wang Tingyu Lin Cheng Wu SSL 28 18 0 16 Mar 2020
Lake Ice Monitoring with Webcams and Crowd-Sourced Images R. Prabha Manu Tom M. Rothermel E. Baltsavias Laura Leal-Taixe Konrad Schindler 27 12 0 18 Feb 2020
No Routing Needed Between Capsules Adam Byerly T. Kalganova I. Dear 42 67 0 24 Jan 2020
SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation Jesse Sun Fatemeh Darbeha M. Zaidi Bo Wang AAML 19 110 0 21 Jan 2020
Evolution of Image Segmentation using Deep Convolutional Neural Network: A Survey F. Sultana Abu Sufian P. Dutta SSeg 27 249 0 13 Jan 2020
Multi-Object Portion Tracking in 4D Fluorescence Microscopy Imagery with Deep Feature Maps Yang Jiao Monica M. C. Weng Mei Yang 31 3 0 26 Nov 2019
Dense Fusion Classmate Network for Land Cover Classification Chao Tian Cong Li Jianping Shi 24 33 0 19 Nov 2019
Towards Learning Structure via Consensus for Face Segmentation and Parsing I. Masi Joe Mathai Wael AbdAlmageed CVBM 19 16 0 03 Nov 2019
Vehicle detection and counting from VHR satellite images: efforts and open issues Alice Froidevaux Andréa Julier A. Lifschitz M. Pham R. Dambreville Sébastien Lefèvre P. Lassalle Thanh-Long Huynh 20 11 0 22 Oct 2019
Introducing Hann windows for reducing edge-effects in patch-based image segmentation Nicolas Pielawski Carolina Wählby 24 33 0 17 Oct 2019
Deep Semantic Segmentation of Natural and Medical Images: A Review Saeid Asgari Taghanaki Kumar Abhishek Joseph Paul Cohen Julien Cohen-Adad Ghassan Hamarneh SSeg VLM 45 667 0 16 Oct 2019
FastSurfer -- A fast and accurate deep learning based neuroimaging pipeline Leonie Henschel Sailesh Conjeti Santiago Estrada K. Diers Bruce Fischl M. Reuter MedIm 28 384 0 09 Oct 2019
Fully Convolutional Networks for Chip-wise Defect Detection Employing Photoluminescence Images M. L. Stern M. Schellenberger 28 25 0 06 Oct 2019
Deep learning within a priori temporal feature spaces for large-scale dynamic MR image reconstruction: Application to 5-D cardiac MR Multitasking Yuhua Chen Jaime L. Shaw Yibin Xie Debiao Li A. Christodoulou MedIm AI4CE 19 20 0 02 Oct 2019
LAVAE: Disentangling Location and Appearance Andrea Dittadi Ole Winther OCL BDL DRL 12 6 0 25 Sep 2019
Exascale Deep Learning for Scientific Inverse Problems N. Laanait Josh Romero Junqi Yin M. T. Young Sean Treichler V. Starchenko A. Borisevich Alexander Sergeev Michael A. Matheson FedML BDL 35 29 0 24 Sep 2019
Integrating cross-modality hallucinated MRI with CT to aid mediastinal lung tumor segmentation Jue Jiang Jason Hu N. Tyagi A. Rimner S. Berry Joseph O. Deasy Harini Veeraraghavan 24 38 0 10 Sep 2019
Kidney tumor segmentation using an ensembling multi-stage deep learning approach. A contribution to the KiTS19 challenge Gianmarco Santini Noémie Moreau M. Rubeaux 6 31 0 02 Sep 2019
Cross Attention Network for Semantic Segmentation Mengyu Liu Hujun Yin 3DPC SSeg 24 18 0 25 Jul 2019
DeepTemporalSeg: Temporally Consistent Semantic Segmentation of 3D LiDAR Scans Ayush Dewan Wolfram Burgard 3DV 3DPC 24 28 0 17 Jun 2019
Graph U-Nets Hongyang Gao Shuiwang Ji AI4CE SSL SSeg GNN 33 1,065 0 11 May 2019
Liver Lesion Segmentation with slice-wise 2D Tiramisu and Tversky loss function Karsten Roth Tomasz K. Konopczynski Jurgen Hesser MedIm 23 9 0 09 May 2019
Pixels to Plans: Learning Non-Prehensile Manipulation by Imitating a Planner Tarik Tosun E. Mitchell Ben Eisner Jinwook Huh Bhoram Lee Daewon Lee Volkan Isler H. S. Seung Daniel D. Lee 21 11 0 05 Apr 2019
FatSegNet : A Fully Automated Deep Learning Pipeline for Adipose Tissue Segmentation on Abdominal Dixon MRI Santiago Estrada Ran Lu Sailesh Conjeti Ximena Orozco-Ruiz Joana Panos-Willuhn M. Breteler M. Reuter MedIm 19 72 0 03 Apr 2019
DenseAttentionSeg: Segment Hands from Interacted Objects Using Depth Input Zihao Bo Hang Zhang Jun-hai Yong F. Xu 27 11 0 29 Mar 2019
Addressing Model Vulnerability to Distributional Shifts over Image Transformation Sets Riccardo Volpi Vittorio Murino 39 29 0 28 Mar 2019
Structured Knowledge Distillation for Dense Prediction Yifan Liu Chris Liu Jingdong Wang Zhenbo Luo 27 575 0 11 Mar 2019
ICDAR 2019 Historical Document Reading Challenge on Large Structured Chinese Family Records Rajkumar Saini Derek Dobson Jon Morrey F. Liwicki Marcus Liwicki 19 19 0 08 Mar 2019
Semi-supervised Learning for Quantification of Pulmonary Edema in Chest X-Ray Images Ruizhi Liao Jonathan Rubin Grace Y. Lam Seth Berkowitz Sandeep Dalal W. Wells Steven Horng Polina Golland 22 13 0 27 Feb 2019
Customizing Object Detectors for Indoor Robots Saif Alabachi G. Sukthankar Rahul Sukthankar 30 17 0 27 Feb 2019
Dense Depth Estimation in Monocular Endoscopy with Self-supervised Learning Methods Xingtong Liu Ayushi Sinha M. Ishii Gregory Hager A. Reiter Russell H. Taylor Mathias Unberath MDE 14 121 0 20 Feb 2019
Reducing Uncertainty in Undersampled MRI Reconstruction with Active Acquisition Zizhao Zhang Adriana Romero Matthew Muckley Pascal Vincent Lin Yang M. Drozdzal 19 110 0 08 Feb 2019
'Squeeze & Excite' Guided Few-Shot Segmentation of Volumetric Images Abhijit Guha Roy Shayan Siddiqui Sebastian Polsterl Nassir Navab Christian Wachinger 28 181 0 04 Feb 2019
Inverse Cooking: Recipe Generation from Food Images Amaia Salvador M. Drozdzal Xavier Giró-i-Nieto Adriana Romero 23 147 0 14 Dec 2018
3D Scene Parsing via Class-Wise Adaptation Daichi Ono Hiroyuki Yabe Tsutomu Horikawa 3DV 3DPC 22 0 0 10 Dec 2018
Brain Tumor Segmentation using an Ensemble of 3D U-Nets and Overall Survival Prediction using Radiomic Features Xue Feng Nicholas J. Tustison C. Meyer 48 224 0 03 Dec 2018
Towards Spectral Estimation from a Single RGB Image in the Wild Berk Kaya Y. Can Radu Timofte 27 40 0 03 Dec 2018
Automated Segmentation of Cervical Nuclei in Pap Smear Images using Deformable Multi-path Ensemble Model Jie Zhao Quanzheng Li Xiang Li Hongfeng Li Li Zhang 16 36 0 03 Dec 2018
MDU-Net: Multi-scale Densely Connected U-Net for biomedical image segmentation Jiawei Zhang Yuzhen Jin Jilan Xu Xiaowei Xu Yanchun Zhang SSeg MedIm AI4CE 24 116 0 02 Dec 2018
EV-SegNet: Semantic Segmentation for Event-based Cameras Inigo Alonso Ana C. Murillo 34 137 0 29 Nov 2018
Learning The Invisible: A Hybrid Deep Learning-Shearlet Framework for Limited Angle Computed Tomography T. Bubba Gitta Kutyniok Matti Lassas M. März Wojciech Samek S. Siltanen Vignesh Srinivasan 24 136 0 12 Nov 2018
AUNet: Attention-guided dense-upsampling networks for breast mass segmentation in whole mammograms Hui Sun Cheng Li Boqiang Liu Hairong Zheng David Dagan Feng Shanshan Wang 27 120 0 24 Oct 2018
Single Image Haze Removal using a Generative Adversarial Network N. BharathRaj N. Venkateswaran GAN 24 40 0 22 Oct 2018
LadderNet: Multi-path networks based on U-Net for medical image segmentation Juntang Zhuang SSeg MedIm 27 228 0 17 Oct 2018
Learning to Segment Corneal Tissue Interfaces in OCT Images T. Mathai K. Lathrop J. Galeotti 26 20 0 15 Oct 2018
Deep Geodesic Learning for Segmentation and Anatomical Landmarking N. Torosdagli D. Liberton P. Verma M. Sincan Janice S. Lee Ulas Bagci 20 107 0 06 Oct 2018
Improving the Segmentation of Anatomical Structures in Chest Radiographs using U-Net with an ImageNet Pre-trained Encoder Maayan Frid-Adar Avi Ben-Cohen Rula Amer H. Greenspan SSeg AI4CE 21 63 0 04 Oct 2018