A survey of loss functions for semantic segmentation

26 June 2020

Papers citing "A survey of loss functions for semantic segmentation"

19 / 119 papers shown

Title
Auto-Compressing Subset Pruning for Semantic Image Segmentation Konstantin Ditschuneit Johannes Otterbach 21 5 0 26 Jan 2022
A Deep Learning Approach for Semantic Segmentation of Unbalanced Data in Electron Tomography of Catalytic Materials A. Genç L. Kovarik H. Fraser 29 15 0 18 Jan 2022
Neuroplastic graph attention networks for nuclei segmentation in histopathology images Yoav Alon Huiyu Zhou GNN 27 3 0 10 Jan 2022
Deep ensembles in bioimage segmentation L. Nanni Daniela Cuza A. Lumini Andrea Loreggia S. Brahnam SSeg 18 8 0 24 Dec 2021
Deep learning for brain metastasis detection and segmentation in longitudinal MRI data Yixing Huang Christoph Bert P. Sommer Benjamin Frey U. Gaipl ... Manuel Schmidt Arnd Dörfler Andreas Maier R. Fietkau F. Putz 11 41 0 22 Dec 2021
Explainable multiple abnormality classification of chest CT volumes R. Draelos Lawrence Carin MedIm 26 12 0 24 Nov 2021
Smart Data Representations: Impact on the Accuracy of Deep Neural Networks Oliver Neumann Nicole Ludwig Marian Turowski Benedikt Heidrich V. Hagenmeyer Ralf Mikut AI4TS 42 1 0 17 Nov 2021
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
Multimodal PET/CT Tumour Segmentation and Prediction of Progression-Free Survival using a Full-Scale UNet with Attention Emmanuelle Bourigault Daniel R. McGowan A. Mehranian Bartlomiej W. Papie.z 40 22 0 06 Nov 2021
Weakly supervised semantic segmentation of tomographic images in the diagnosis of stroke A. Dobshik A. Tulupov V. Berikov 19 3 0 04 Sep 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 54 94 0 01 Jul 2021
Semantic segmentation of multispectral photoacoustic images using deep learning Melanie Schellenberg Kris K. Dreher Niklas Holzwarth Fabian Isensee Annika Reinke Nicholas Schreck A. Seitel M. Tizabi Lena Maier-Hein J. Gröhl 27 32 0 20 May 2021
Joint Calibrationless Reconstruction and Segmentation of Parallel MRI Aniket Pramanik Xiaodong Wu M. Jacob 3DV 21 5 0 19 May 2021
SemSegLoss: A python package of loss functions for semantic segmentation Shruti Jadon SSeg VLM 24 9 0 18 May 2021
Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-Case S. Nesteruk Dmitrii G. Shadrin M. Pukalchik 15 9 0 24 Feb 2021
On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery Amirabbas Davari Saahil Islam T. Seehaus M. Braun Andreas Maier Vincent Christlein 37 19 0 16 Feb 2021
COVID-19 detection from scarce chest x-ray image data using few-shot deep learning approach Shruti Jadon 21 39 0 11 Feb 2021
Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation Michael Yeung Evis Sala Carola-Bibiane Schönlieb L. Rundo 32 393 0 08 Feb 2021
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images Irem Ülkü Erdem Akagündüz SSeg 40 189 0 21 Dec 2019