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 / 130 papers shown

Title
Adversarial Robustness of Deep Learning Models for Inland Water Body Segmentation from SAR Images Siddharth Kothari Srinivasan Murali Sankalp Kothari Ujjwal Verma Jaya Sreevalsan-Nair 54 0 0 03 May 2025
Robust Tumor Segmentation with Hyperspectral Imaging and Graph Neural Networks Mayar Lotfy Anna Alperovich Tommaso Giannantonio Bjorn Barz Xiaohan Zhang ... Nassir Navab F. Boehm Carolin Schwamborn Thomas K. Hoffmann PatrickJ. Schuler 102 1 0 21 Feb 2025
Learning Priors of Human Motion With Vision Transformers Placido Falqueto Alberto Sanfeliu Luigi Palopoli Daniele Fontanelli ViT 153 0 0 30 Jan 2025
Fidelity-Imposed Displacement Editing for the Learn2Reg 2024 SHG-BF Challenge Jiacheng Wang Xiang Chen Renjiu Hu Rongguang Wang Min Liu Min Liu Yaonan Wang Hao Li 31 0 0 28 Oct 2024
Transfer Learning Applied to Computer Vision Problems: Survey on Current Progress, Limitations, and Opportunities Aaryan Panda Damodar Panigrahi Shaswata Mitra Sudip Mittal Shahram Rahimi 28 0 0 12 Sep 2024
A Deep Learning Framework for Spatiotemporal Ultrasound Localization Microscopy Léo Milecki Jonathan Porée H. Belgharbi Chloé Bourquin R. Damseh P. Delafontaine-Martel F. Lesage Maxime Gasse Jean Provost 21 61 0 12 Oct 2023
Road Extraction with Satellite Images and Partial Road Maps Qianxiong Xu Cheng Long Liang Yu Chen Zhang 22 19 0 22 Mar 2023
TPE-Net: Track Point Extraction and Association Network for Rail Path Proposal Generation Jungwon Kang Mohammadjavad Ghorbanalivakili Gunho Sohn David Beach Veronica Marin 15 3 0 11 Feb 2023
Investigating Pulse-Echo Sound Speed Estimation in Breast Ultrasound with Deep Learning Walter Simson Magdalini Paschali Vasiliki Sideri-Lampretsa Nassir Navab J. Dahl OOD 15 15 0 06 Feb 2023
CNN-Based Action Recognition and Pose Estimation for Classifying Animal Behavior from Videos: A Survey Michael Perez Corey Toler-Franklin MedIm 36 14 0 15 Jan 2023
DGFont++: Robust Deformable Generative Networks for Unsupervised Font Generation Xinyuan Chen Yangchen Xie Li Sun Yue Lu 27 4 0 30 Dec 2022
Weakly-Supervised Semantic Segmentation of Ships Using Thermal Imagery Rushil Joshi Ethan R. Adams Matthew R. Ziemann Christopher A. Metzler 28 1 0 26 Dec 2022
Semantic Segmentation for Fully Automated Macrofouling Analysis on Coatings after Field Exposure Lutz M. K. Krause Emily Manderfeld Patricia Gnutt Louisa Vogler Ann Wassick ... Marco Rudolph K. Hunsucker G. Swain Bodo Rosenhahn A. Rosenhahn 15 5 0 21 Nov 2022
Hybrid Gromov-Wasserstein Embedding for Capsule Learning Pourya Shamsolmoali Masoumeh Zareapoor Swagatam Das Eric Granger Salvador García MedIm 34 2 0 01 Sep 2022
Bayesian Floor Field: Transferring people flow predictions across environments Francesco Verdoja Tomasz Piotr Kucner Ville Kyrki AI4CE 14 1 0 23 Aug 2022
On CAD Informed Adaptive Robotic Assembly Yotto Koga H. Kerrick Sachin Chitta 22 8 0 02 Aug 2022
MKANet: A Lightweight Network with Sobel Boundary Loss for Efficient Land-cover Classification of Satellite Remote Sensing Imagery Zhiqi Zhang W. Lu Jinshan Cao Guangqi Xie 35 15 0 28 Jul 2022
Membership Inference Attacks via Adversarial Examples Hamid Jalalzai Elie Kadoche Rémi Leluc Vincent Plassier AAML FedML MIACV 38 7 0 27 Jul 2022
Image Synthesis with Disentangled Attributes for Chest X-Ray Nodule Augmentation and Detection Zhenrong Shen Xi Ouyang Bin Xiao Jie-Zhi Cheng Qian Wang Dinggang Shen MedIm 23 25 0 19 Jul 2022
TFCNs: A CNN-Transformer Hybrid Network for Medical Image Segmentation Zihan Li Dihan Li Cangbai Xu Wei-Chien Wang Qingqi Hong Qingde Li Jie Tian ViT MedIm 24 46 0 07 Jul 2022
Automated Precision Localization of Peripherally Inserted Central Catheter Tip through Model-Agnostic Multi-Stage Networks Subin Park Yoon Ki Cha Soyoung Park Kyungsu Kim M. Chung 16 1 0 14 Jun 2022
Localized adversarial artifacts for compressed sensing MRI Rima Alaifari Giovanni S. Alberti Tandri Gauksson AAML 22 4 0 10 Jun 2022
Semi-Supervised Building Footprint Generation with Feature and Output Consistency Training Qingyu Li Yilei Shi Xiao Xiang Zhu 18 24 0 17 May 2022
GlacierNet2: A Hybrid Multi-Model Learning Architecture for Alpine Glacier Mapping Z. Xie U. Haritashya V. Asari M. Bishop J. Kargel Theus H. Aspiras 11 4 0 06 Apr 2022
Longitudinal Self-Supervision for COVID-19 Pathology Quantification Tobias Czempiel C. Rogers Matthias Keicher Magdalini Paschali R. Braren E. Burian Marcus R. Makowski Nassir Navab T. Wendler Seong Tae Kim SSL 25 3 0 21 Mar 2022
Leveraging Adversarial Examples to Quantify Membership Information Leakage Ganesh Del Grosso Hamid Jalalzai Georg Pichler C. Palamidessi Pablo Piantanida MIACV 31 21 0 17 Mar 2022
Stochastic Modeling of Inhomogeneities in the Aortic Wall and Uncertainty Quantification using a Bayesian Encoder-Decoder Surrogate Sascha Ranftl Malte Rolf-Pissarczyk G. Wolkerstorfer Antonio Pepe Jan Egger W. Linden G. Holzapfel 31 9 0 21 Feb 2022
SS-3DCapsNet: Self-supervised 3D Capsule Networks for Medical Segmentation on Less Labeled Data Minh-Khoi Tran Loi Ly Binh-Son Hua Ngan Le 3DPC MedIm 28 17 0 15 Jan 2022
SUPER-Net: Trustworthy Medical Image Segmentation with Uncertainty Propagation in Encoder-Decoder Networks Giuseppina Carannante Dimah Dera Nidhal C.Bouaynaya Hassan M. Fathallah-Shaykh Ghulam Rasool UQCV AAML OOD 27 6 0 10 Nov 2021
AdaPool: Exponential Adaptive Pooling for Information-Retaining Downsampling Alexandros Stergiou R. Poppe 34 78 0 01 Nov 2021
PL-Net: Progressive Learning Network for Medical Image Segmentation Junlong Cheng Chengrui Gao Chaoqing Wang Zhang Ming Yong-Liang Yang Min Zhu SSeg 24 1 0 27 Oct 2021
PDFNet: Pointwise Dense Flow Network for Urban-Scene Segmentation Venkata Satya Sai Ajay Daliparthi 3DPC 24 0 0 21 Sep 2021
A survey on computational spectral reconstruction methods from RGB to hyperspectral imaging Jingang Zhang Run Su Wenqi Ren Qiang Fu Felix Heide Yunfeng Nie 22 82 0 30 Jun 2021
MODS -- A USV-oriented object detection and obstacle segmentation benchmark Borja Bovcon Jon Muhovič Dusko Vranac Dean Mozetic J. Pers Matej Kristan VOS 27 66 0 05 May 2021
Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank Inigo Alonso Alberto Sabater David Ferstl Luis Montesano Ana C. Murillo SSL CLL 127 203 0 27 Apr 2021
Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations Pau Rodríguez López Massimo Caccia Alexandre Lacoste L. Zamparo I. Laradji Laurent Charlin David Vazquez AAML 37 55 0 18 Mar 2021
Damage detection using in-domain and cross-domain transfer learning Z. Bukhsh N. Jansen Aaqib Saeed 34 42 0 07 Feb 2021
Spectral Response Function Guided Deep Optimization-driven Network for Spectral Super-resolution Jiang He Jie Li Qiangqiang Yuan Huanfeng Shen Liangpei Zhang 35 74 0 19 Nov 2020
Solving Inverse Problems With Deep Neural Networks -- Robustness Included? Martin Genzel Jan Macdonald M. März AAML OOD 27 101 0 09 Nov 2020
Dense Dual-Path Network for Real-time Semantic Segmentation Xinneng Yang Yan Wu Junqiao Zhao Feilin Liu SSeg 39 12 0 21 Oct 2020
MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks Zhiqiang Shen Marios Savvides 28 63 0 17 Sep 2020
Soft Tissue Sarcoma Co-Segmentation in Combined MRI and PET/CT Data Theresa Neubauer M. Wimmer Astrid Berg David Major Dimitrios Lenis T. Beyer J. Saponjski Katja Bühler 23 7 0 28 Aug 2020
Land Cover Classification from Remote Sensing Images Based on Multi-Scale Fully Convolutional Network Rui Li Shunyi Zheng Chenxi Duan Ce Zhang 18 97 0 01 Aug 2020
Efficient OCT Image Segmentation Using Neural Architecture Search Saba Heidari Gheshlaghi O. Dehzangi Ali Dabouei Annahita Amireskandari A. Rezai Nasser M. Nasrabadi SSeg 26 12 0 28 Jul 2020
SkyScapes -- Fine-Grained Semantic Understanding of Aerial Scenes S. Azimi C. Henry Lars Sommer Arne Schumann E. Vig 22 56 0 12 Jul 2020
Semantic Segmentation With Multi Scale Spatial Attention For Self Driving Cars Abhinav Sagar Rajkumar Soundrapandiyan SSeg 16 31 0 30 Jun 2020
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 20 8 0 07 May 2020
Lake Ice Monitoring with Webcams and Crowd-Sourced Images R. Prabha Manu Tom M. Rothermel E. Baltsavias Laura Leal-Taixe Konrad Schindler 19 12 0 18 Feb 2020