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Generalised Dice overlap as a deep learning loss function for highly
  unbalanced segmentations

Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations

11 July 2017
Carole H Sudre
Wenqi Li
Tom Kamiel Magda Vercauteren
Sébastien Ourselin
M. Jorge Cardoso
    SSeg
ArXivPDFHTML

Papers citing "Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations"

50 / 609 papers shown
Title
DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding
DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding
Manan Suri
Puneet Mathur
Franck Dernoncourt
R. Jain
Vlad I. Morariu
Ramit Sawhney
Preslav Nakov
Dinesh Manocha
42
3
0
21 Oct 2024
Low-cost Robust Night-time Aerial Material Segmentation through
  Hyperspectral Data and Sparse Spatio-Temporal Learning
Low-cost Robust Night-time Aerial Material Segmentation through Hyperspectral Data and Sparse Spatio-Temporal Learning
Chandrajit L. Bajaj
Minh Nguyen
Shubham Bhardwaj
24
0
0
19 Oct 2024
EViT-Unet: U-Net Like Efficient Vision Transformer for Medical Image
  Segmentation on Mobile and Edge Devices
EViT-Unet: U-Net Like Efficient Vision Transformer for Medical Image Segmentation on Mobile and Edge Devices
Xin Li
Wenhui Zhu
Xuanzhao Dong
Oana Dumitrascu
Yalin Wang
ViT
MedIm
38
0
0
19 Oct 2024
EchoApex: A General-Purpose Vision Foundation Model for Echocardiography
EchoApex: A General-Purpose Vision Foundation Model for Echocardiography
A. Amadou
Wenjie Qu
Sebastien Piat
Paul Klein
Ingo Schmuecking
Tiziano Passerini
Puneet Sharma
25
5
0
14 Oct 2024
Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image
  Segmentation
Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image Segmentation
Sicheng Shen
Jinming Cao
Yifang Yin
Roger Zimmermann
51
1
0
14 Oct 2024
Exploring Semi-Supervised Learning for Online Mapping
Exploring Semi-Supervised Learning for Online Mapping
Adam Lilja
Erik Wallin
Junsheng Fu
Lars Hammarstrand
SSL
54
1
0
14 Oct 2024
ReLIC: A Recipe for 64k Steps of In-Context Reinforcement Learning for
  Embodied AI
ReLIC: A Recipe for 64k Steps of In-Context Reinforcement Learning for Embodied AI
Ahmad Elawady
Gunjan Chhablani
Ram Ramrakhya
Karmesh Yadav
Dhruv Batra
Z. Kira
Andrew Szot
OffRL
28
0
0
03 Oct 2024
FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models
FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models
Zhipei Xu
Xuanyu Zhang
Runyi Li
Zecheng Tang
Qing Huang
Jian Zhang
AAML
45
17
0
03 Oct 2024
Storynizor: Consistent Story Generation via Inter-Frame Synchronized and
  Shuffled ID Injection
Storynizor: Consistent Story Generation via Inter-Frame Synchronized and Shuffled ID Injection
Yuhang Ma
Wenting Xu
Chaoyi Zhao
Keqiang Sun
Qinfeng Jin
Zeng Zhao
Changjie Fan
Zhipeng Hu
VGen
DiffM
32
1
0
29 Sep 2024
Going Beyond U-Net: Assessing Vision Transformers for Semantic
  Segmentation in Microscopy Image Analysis
Going Beyond U-Net: Assessing Vision Transformers for Semantic Segmentation in Microscopy Image Analysis
Illia Tsiporenko
Pavel Chizhov
Dmytro Fishman
ViT
MedIm
37
1
0
25 Sep 2024
UU-Mamba: Uncertainty-aware U-Mamba for Cardiovascular Segmentation
UU-Mamba: Uncertainty-aware U-Mamba for Cardiovascular Segmentation
Ting Yu Tsai
Li Lin
Shu Hu
Connie W. Tsao
Xin Li
Ming-Ching Chang
Hongtu Zhu
Xin Wang
Mamba
50
1
0
22 Sep 2024
Beyond Accuracy Optimization: Computer Vision Losses for Large Language
  Model Fine-Tuning
Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning
Daniele Rege Cambrin
Giuseppe Gallipoli
Irene Benedetto
Luca Cagliero
Paolo Garza
33
0
0
20 Sep 2024
AutoPET Challenge III: Testing the Robustness of Generalized Dice Focal
  Loss trained 3D Residual UNet for FDG and PSMA Lesion Segmentation from
  Whole-Body PET/CT Images
AutoPET Challenge III: Testing the Robustness of Generalized Dice Focal Loss trained 3D Residual UNet for FDG and PSMA Lesion Segmentation from Whole-Body PET/CT Images
Shadab Ahamed
3DPC
MedIm
26
0
0
16 Sep 2024
PSTNet: Enhanced Polyp Segmentation with Multi-scale Alignment and
  Frequency Domain Integration
PSTNet: Enhanced Polyp Segmentation with Multi-scale Alignment and Frequency Domain Integration
Wenhao Xu
Rongtao Xu
Changwei Wang
Xiuli Li
Shibiao Xu
Li Guo
40
4
0
13 Sep 2024
Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D
  Medical Images
Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images
Hualiang Wang
Yiqun Lin
Xinpeng Ding
Xuelong Li
Mamba
47
2
0
13 Sep 2024
Dynamic Prompting of Frozen Text-to-Image Diffusion Models for Panoptic
  Narrative Grounding
Dynamic Prompting of Frozen Text-to-Image Diffusion Models for Panoptic Narrative Grounding
Hongyu Li
Tianrui Hui
Zihan Ding
Jing Zhang
Bin Ma
Xiaoming Wei
Jizhong Han
Si Liu
DiffM
47
1
0
12 Sep 2024
DDEvENet: Evidence-based Ensemble Learning for Uncertainty-aware Brain Parcellation Using Diffusion MRI
DDEvENet: Evidence-based Ensemble Learning for Uncertainty-aware Brain Parcellation Using Diffusion MRI
Chenjun Li
Dian Yang
Shun Yao
Shuyue Wang
Ye Wu
...
C. Westin
L. O’Donnell
N. Sochen
O. Pasternak
Fan Zhang
UQCV
55
0
0
11 Sep 2024
Shadow Removal Refinement via Material-Consistent Shadow Edges
Shadow Removal Refinement via Material-Consistent Shadow Edges
Shilin Hu
Hieu Le
ShahRukh Athar
Sagnik Das
Dimitris Samaras
31
0
0
10 Sep 2024
Influence of Early through Late Fusion on Pancreas Segmentation from
  Imperfectly Registered Multimodal MRI
Influence of Early through Late Fusion on Pancreas Segmentation from Imperfectly Registered Multimodal MRI
Lucas W. Remedios
Han Liu
Samuel W. Remedios
Lianrui Zuo
Adam M. Saunders
Shunxing Bao
Yuankai Huo
Alvin C. Powers
John Virostko
Bennett A. Landman
46
0
0
06 Sep 2024
Hybrid-Segmentor: A Hybrid Approach to Automated Fine-Grained Crack
  Segmentation in Civil Infrastructure
Hybrid-Segmentor: A Hybrid Approach to Automated Fine-Grained Crack Segmentation in Civil Infrastructure
June Moh Goo
Xenios Milidonis
Alessandro Artusi
Jan Boehm
Carlo Ciliberto
35
4
0
04 Sep 2024
NanoMVG: USV-Centric Low-Power Multi-Task Visual Grounding based on Prompt-Guided Camera and 4D mmWave Radar
NanoMVG: USV-Centric Low-Power Multi-Task Visual Grounding based on Prompt-Guided Camera and 4D mmWave Radar
Runwei Guan
Jianan Liu
Liye Jia
Haocheng Zhao
Shanliang Yao
Xiaohui Zhu
Ka Lok Man
Eng Gee Lim
Jeremy S. Smith
Yutao Yue
65
5
0
30 Aug 2024
A Simple and Generalist Approach for Panoptic Segmentation
A Simple and Generalist Approach for Panoptic Segmentation
Nedyalko Prisadnikov
Wouter Van Gansbeke
Danda Pani Paudel
Luc Van Gool
VLM
53
0
0
29 Aug 2024
Panoptic Perception for Autonomous Driving: A Survey
Panoptic Perception for Autonomous Driving: A Survey
Yunge Li
Lanyu Xu
46
2
0
27 Aug 2024
Evaluating saliency scores in point clouds of natural environments by
  learning surface anomalies
Evaluating saliency scores in point clouds of natural environments by learning surface anomalies
R. Arav
D. Wittich
Franz Rottensteiner
3DPC
24
1
0
26 Aug 2024
AnoPLe: Few-Shot Anomaly Detection via Bi-directional Prompt Learning
  with Only Normal Samples
AnoPLe: Few-Shot Anomaly Detection via Bi-directional Prompt Learning with Only Normal Samples
Yujin Lee
Seoyoon Jang
Hyunsoo Yoon
40
0
0
24 Aug 2024
Staircase Cascaded Fusion of Lightweight Local Pattern Recognition and Long-Range Dependencies for Structural Crack Segmentation
Staircase Cascaded Fusion of Lightweight Local Pattern Recognition and Long-Range Dependencies for Structural Crack Segmentation
Hui Liu
Chen Jia
Fan Shi
Xu Cheng
Mianzhao Wang
Shengyong Chen
48
1
0
23 Aug 2024
Dynamic Label Injection for Imbalanced Industrial Defect Segmentation
Dynamic Label Injection for Imbalanced Industrial Defect Segmentation
Emanuele Caruso
Francesco Pelosin
Alessandro Simoni
Marco Boschetti
44
0
0
19 Aug 2024
KAN You See It? KANs and Sentinel for Effective and Explainable Crop
  Field Segmentation
KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation
Daniele Rege Cambrin
Eleonora Poeta
Eliana Pastor
Tania Cerquitelli
Elena Baralis
Paolo Garza
52
9
0
13 Aug 2024
Cross-View Meets Diffusion: Aerial Image Synthesis with Geometry and
  Text Guidance
Cross-View Meets Diffusion: Aerial Image Synthesis with Geometry and Text Guidance
Ahmad Arrabi
Xiaohan Zhang
Waqas Sultani
Cen Chen
S. Wshah
DiffM
31
3
0
08 Aug 2024
Counterfactuals and Uncertainty-Based Explainable Paradigm for the Automated Detection and Segmentation of Renal Cysts in Computed Tomography Images: A Multi-Center Study
Counterfactuals and Uncertainty-Based Explainable Paradigm for the Automated Detection and Segmentation of Renal Cysts in Computed Tomography Images: A Multi-Center Study
Zohaib Salahuddin
A. Ibrahim
Sheng Kuang
Y. Widaatalla
R. Miclea
...
Tom Marcelissen
Patricia Zondervan
Auke Jager
Philippe Lambin
Henry C. Woodruff
MedIm
34
0
0
07 Aug 2024
Post-Mortem Human Iris Segmentation Analysis with Deep Learning
Post-Mortem Human Iris Segmentation Analysis with Deep Learning
Afzal Hossain
Tipu Sultan
Stephanie Schuckers
CVBM
35
0
0
06 Aug 2024
Fusing Forces: Deep-Human-Guided Refinement of Segmentation Masks
Fusing Forces: Deep-Human-Guided Refinement of Segmentation Masks
Rafael Sterzinger
Christian Stippel
Robert Sablatnig
20
0
0
06 Aug 2024
Advancing Medical Image Segmentation: Morphology-Driven Learning with
  Diffusion Transformer
Advancing Medical Image Segmentation: Morphology-Driven Learning with Diffusion Transformer
Sungmin Kang
Jaeha Song
Jihie Kim
MedIm
43
2
0
01 Aug 2024
MIST: A Simple and Scalable End-To-End 3D Medical Imaging Segmentation
  Framework
MIST: A Simple and Scalable End-To-End 3D Medical Imaging Segmentation Framework
Jingyao Wu
Evan Lim
T. Dang
Brayden Mi
Alex Balsells
V. Sethu
Caroline Chung
Beatrice Riviere
David T. Fuentes
VLM
45
2
0
31 Jul 2024
Enhancing Ecological Monitoring with Multi-Objective Optimization: A
  Novel Dataset and Methodology for Segmentation Algorithms
Enhancing Ecological Monitoring with Multi-Objective Optimization: A Novel Dataset and Methodology for Segmentation Algorithms
Sophia J. Abraham
Jin Huang
Brandon RichardWebster
Michael Milford
Jonathan D. Hauenstein
Walter J. Scheirer
45
0
0
25 Jul 2024
XEdgeAI: A Human-centered Industrial Inspection Framework with
  Data-centric Explainable Edge AI Approach
XEdgeAI: A Human-centered Industrial Inspection Framework with Data-centric Explainable Edge AI Approach
Truong Thanh Hung Nguyen
Phuc Truong Loc Nguyen
Hung Cao
32
3
0
16 Jul 2024
Segment, Lift and Fit: Automatic 3D Shape Labeling from 2D Prompts
Segment, Lift and Fit: Automatic 3D Shape Labeling from 2D Prompts
Jianhao Li
Tianyu Sun
Zhongdao Wang
Enze Xie
Bailan Feng
Hongbo Zhang
Ze Yuan
Ke Xu
Jiaheng Liu
Ping Luo
3DPC
40
2
0
16 Jul 2024
SACNet: A Spatially Adaptive Convolution Network for 2D Multi-organ Medical Segmentation
SACNet: A Spatially Adaptive Convolution Network for 2D Multi-organ Medical Segmentation
Lin Zhang
Wenbo Gao
Jie Yi
Yunyun Yang
46
0
0
14 Jul 2024
Enhancing Semantic Segmentation with Adaptive Focal Loss: A Novel
  Approach
Enhancing Semantic Segmentation with Adaptive Focal Loss: A Novel Approach
Md Rakibul Islam
Riad Hassan
Abdullah Nazib
Kien Nguyen
Clinton Fookes
Md Zahidul Islam
47
0
0
13 Jul 2024
Efficient GANs for Document Image Binarization Based on DWT and
  Normalization
Efficient GANs for Document Image Binarization Based on DWT and Normalization
Rui-Yang Ju
KokSheik Wong
Jen-Shiun Chiang
35
0
0
05 Jul 2024
Gradient-based Class Weighting for Unsupervised Domain Adaptation in
  Dense Prediction Visual Tasks
Gradient-based Class Weighting for Unsupervised Domain Adaptation in Dense Prediction Visual Tasks
Roberto Alcover-Couso
Marcos Escudero-Viñolo
Juan C. Sanmiguel
Jesús Bescós
AI4CE
44
3
0
01 Jul 2024
EFCNet: Every Feature Counts for Small Medical Object Segmentation
EFCNet: Every Feature Counts for Small Medical Object Segmentation
Lingjie Kong
Qiaoling Wei
Chengming Xu
Han Chen
Yanwei Fu
28
0
0
26 Jun 2024
High-resolution open-vocabulary object 6D pose estimation
High-resolution open-vocabulary object 6D pose estimation
Jaime Corsetti
Davide Boscaini
Francesco Giuliari
Changjae Oh
Andrea Cavallaro
Fabio Poiesi
32
1
0
24 Jun 2024
Make It Count: Text-to-Image Generation with an Accurate Number of
  Objects
Make It Count: Text-to-Image Generation with an Accurate Number of Objects
Lital Binyamin
Yoad Tewel
Hilit Segev
Eran Hirsch
Royi Rassin
Gal Chechik
50
7
0
14 Jun 2024
RobustSAM: Segment Anything Robustly on Degraded Images
RobustSAM: Segment Anything Robustly on Degraded Images
Wei-Ting Chen
Yu-Jiet Vong
Sy-Yen Kuo
Sizhuo Ma
Jian Wang
VLM
51
10
0
13 Jun 2024
On Evaluating Adversarial Robustness of Volumetric Medical Segmentation
  Models
On Evaluating Adversarial Robustness of Volumetric Medical Segmentation Models
H. Malik
Numan Saeed
Asif Hanif
Muzammal Naseer
Mohammad Yaqub
Salman Khan
Fahad Shahbaz Khan
58
0
0
12 Jun 2024
F-LMM: Grounding Frozen Large Multimodal Models
F-LMM: Grounding Frozen Large Multimodal Models
Size Wu
Sheng Jin
Wenwei Zhang
Lumin Xu
Wentao Liu
Wei Li
Chen Change Loy
MLLM
80
12
0
09 Jun 2024
Contour-weighted loss for class-imbalanced image segmentation
Contour-weighted loss for class-imbalanced image segmentation
Zhhengyong Huang
Yao Sui
42
3
0
07 Jun 2024
Extreme Point Supervised Instance Segmentation
Extreme Point Supervised Instance Segmentation
Hyeonjun Lee
S. Hwang
Suha Kwak
23
2
0
31 May 2024
Image-level Regression for Uncertainty-aware Retinal Image Segmentation
Image-level Regression for Uncertainty-aware Retinal Image Segmentation
Trung Dang
Huy Hoang Nguyen
A. Tiulpin
UQCV
48
0
0
27 May 2024
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