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Harmonizing output imbalance for defect segmentation on extremely-imbalanced photovoltaic module cells images

10 November 2022

Papers citing "Harmonizing output imbalance for defect segmentation on extremely-imbalanced photovoltaic module cells images"

23 / 23 papers shown

Title
A Survey on Long-Tailed Visual Recognition Lu Yang He Jiang Q. Song Jun Guo 78 129 0 27 May 2022
DRAEM -- A discriminatively trained reconstruction embedding for surface anomaly detection Vitjan Zavrtanik Matej Kristan D. Skočaj 84 612 0 17 Aug 2021
Inpainting Transformer for Anomaly Detection Jonathan Pirnay K. Chai ViT 169 167 0 28 Apr 2021
UNETR: Transformers for 3D Medical Image Segmentation Ali Hatamizadeh Yucheng Tang Vishwesh Nath Dong Yang Andriy Myronenko Bennett Landman H. Roth Daguang Xu ViT MedIm 178 1,607 0 18 Mar 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 71 407 0 08 Feb 2021
A survey of loss functions for semantic segmentation Shruti Jadon SSeg 67 840 0 26 Jun 2020
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images Irem Ülkü Erdem Akagündüz SSeg 73 192 0 21 Dec 2019
Fully Convolutional Networks for Chip-wise Defect Detection Employing Photoluminescence Images M. L. Stern M. Schellenberger 46 26 0 06 Oct 2019
Segmentation-Based Deep-Learning Approach for Surface-Defect Detection Domen Tabernik Samo Sela J. Skvarc D. Skočaj 49 694 0 20 Mar 2019
Deep Multi-modal Object Detection and Semantic Segmentation for Autonomous Driving: Datasets, Methods, and Challenges Di Feng Christian Haase-Schuetz Lars Rosenbaum Heinz Hertlein Claudius Gläser Fabian Duffhauss W. Wiesbeck Klaus C. J. Dietmayer 3DPC 116 1,011 0 21 Feb 2019
Solar Cell Surface Defect Inspection Based on Multispectral Convolutional Neural Network Haiyong Chen Yue Pang Qidi Hu Kun Liu 104 160 0 15 Dec 2018
A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentation Nabila Abraham N. Khan SSeg MedIm 68 703 0 18 Oct 2018
3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes Ken C. L. Wong Mehdi Moradi Hui Tang Tanveer Syeda-Mahmood 3DV SSeg 53 191 0 31 Aug 2018
Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks C. Gros B. Leener A. Badji J. Maranzano Dominique Eden ... J. Doyon T. Shepherd Erik Charlson S. Narayanan Julien Cohen-Adad 60 219 0 16 May 2018
Combo Loss: Handling Input and Output Imbalance in Multi-Organ Segmentation Saeid Asgari Taghanaki Yefeng Zheng S. Kevin Zhou Bogdan Georgescu Puneet Sharma Daguang Xu Dorin Comaniciu Ghassan Hamarneh 79 336 0 08 May 2018
Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations Carole H Sudre Wenqi Li Tom Vercauteren Sébastien Ourselin M. Jorge Cardoso SSeg 122 2,146 0 11 Jul 2017
Tversky loss function for image segmentation using 3D fully convolutional deep networks S. Salehi Deniz Erdogmus Ali Gholipour MedIm 57 833 0 18 Jun 2017
Rethinking Atrous Convolution for Semantic Image Segmentation Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam SSeg 232 8,481 0 17 Jun 2017
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 665 12,015 0 04 Dec 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 61 633 0 07 Oct 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 741 37,862 0 20 May 2016
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
Beyond Pixels: A Comprehensive Survey from Bottom-up to Semantic Image Segmentation and Cosegmentation Erik Cambria Fanman Meng Jianfei Cai Shijian Lu SSeg 3DV 85 230 0 03 Feb 2015