A survey of loss functions for semantic segmentation

26 June 2020

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

50 / 119 papers shown

Title
ARCANE -- Early Detection of Interplanetary Coronal Mass Ejections H. T. Rüdisser G. Nguyen J. Le Louëdec C. Möstl 9 0 0 14 May 2025
Knowledge-Informed Deep Learning for Irrigation Type Mapping from Remote Sensing Oishee Bintey Hoque Nibir Chandra Mandal Abhijin Adiga Samarth Swarup S. Nouwakpo Amanda Wilson Madhav Marathe 31 0 0 13 May 2025
Very High-Resolution Forest Mapping with TanDEM-X InSAR Data and Self-Supervised Learning José-Luis Bueso-Bello Benjamin Chauvel Daniel Carcereri Philipp Posovszky Pietro Milillo ... Juan-Carlos Fernández-Diaz Carolina González Michele Martone Ronny Hänsch Paola Rizzoli 29 0 0 06 May 2025
MTSGL: Multi-Task Structure Guided Learning for Robust and Interpretable SAR Aircraft Recognition Qishan He Lingjun Zhao Ru Luo Siqian Zhang Lin Lei Kefeng Ji Gangyao Kuang 27 0 0 23 Apr 2025
Putting the Segment Anything Model to the Test with 3D Knee MRI - A Comparison with State-of-the-Art Performance Oliver Mills Philip G. Conaghan Nishant Ravikumar Samuel D. Relton MedIm 28 0 0 17 Apr 2025
CALF: A Conditionally Adaptive Loss Function to Mitigate Class-Imbalanced Segmentation Bashir Alam Masa Cirkovic Mete Harun Akcay Md Kaf Shahrier S. Lafond Hergys Rexha Kurt Benke Sepinoud Azimi J. Arslan 28 0 0 06 Apr 2025
Loss Functions in Deep Learning: A Comprehensive Review Omar Elharrouss Yasir Mahmood Yassine Bechqito Mohamed Adel Serhani E. Badidi Jamal Riffi Hamid Tairi 35 0 0 05 Apr 2025
A Context-Driven Training-Free Network for Lightweight Scene Text Segmentation and Recognition Ritabrata Chakraborty Shivakumara Palaiahnakote Umapada Pal Cheng-Lin Liu VLM 47 0 0 19 Mar 2025
GaussianCAD: Robust Self-Supervised CAD Reconstruction from Three Orthographic Views Using 3D Gaussian Splatting Zheng Zhou Zhe Li Bo Yu Lina Hu Liang Dong ... Xiaoli Liu N. Xu Z. Wang Yonghao Dang Jianqin Yin 3DGS 3DV 43 0 0 07 Mar 2025
IRFusionFormer: Enhancing Pavement Crack Segmentation with RGB-T Fusion and Topological-Based Loss Ruiqiang Xiao Xiaohu Chen 34 0 0 31 Dec 2024
SEMU-Net: A Segmentation-based Corrector for Fabrication Process Variations of Nanophotonics with Microscopic Images Rambod Azimi Yijian Kong D. Gostimirovic James J. Clark O. Liboiron-Ladouceur 77 0 0 25 Nov 2024
MicroCrackAttentionNeXt: Advancing Microcrack Detection in Wave Field Analysis Using Deep Neural Networks through Feature Visualization Fatahlla Moreh Yusuf Hasan Bilal Zahid Hussain Mohammad Ammar Sven Tomforde 36 0 0 15 Nov 2024
EfficientCrackNet: A Lightweight Model for Crack Segmentation Abid Hasan Zim Aquib Iqbal Zaid Al-Huda Asad U. Malik Minoru Kuribayash 26 1 0 26 Sep 2024
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 45 1 0 22 Sep 2024
VLTP: Vision-Language Guided Token Pruning for Task-Oriented Segmentation Hanning Chen Yang Ni Wenjun Huang Yezi Liu SungHeon Jeong Fei Wen Nathaniel Bastian Hugo Latapie Mohsen Imani VLM 32 4 0 13 Sep 2024
MedSAM-U: Uncertainty-Guided Auto Multi-Prompt Adaptation for Reliable MedSAM N. Zhou Ke Zou Kai Ren Mengting Luo Linchao He Hao Wu Yidi Chen Yi Zhang Hu Chen Huazhu Fu MedIm 35 3 0 02 Sep 2024
Image Segmentation in Foundation Model Era: A Survey Tianfei Zhou Fei Zhang Boyu Chang Wenguan Wang Ye Yuan E. Konukoglu Daniel Cremers VLM 42 4 0 23 Aug 2024
Deep Joint Denoising and Detection for Enhanced Intracellular Particle Analysis Yao Yao Ihor Smal I. Grigoriev A. Akhmanova Erik H. W. Meijering 49 0 0 15 Aug 2024
Deep Bayesian segmentation for colon polyps: Well-calibrated predictions in medical imaging Daniela L. Ramos Héctor J. Hortúa UQCV 43 0 0 23 Jul 2024
HGL: Hierarchical Geometry Learning for Test-time Adaptation in 3D Point Cloud Segmentation Tianpei Zou Sanqing Qu Zhijun Li Alois C. Knoll Lianghua He Guang Chen Changjun Jiang 3DPC 36 1 0 17 Jul 2024
Enhancing Semantic Segmentation with Adaptive Focal Loss: A Novel Approach Md Rakibul Islam Riad Hassan Abdullah Nazib Kien Nguyen Clinton Fookes Md Zahidul Islam 37 0 0 13 Jul 2024
GRU-Net: Gaussian Attention Aided Dense Skip Connection Based MultiResUNet for Breast Histopathology Image Segmentation Ayush Roy Payel Pramanik Sohom Ghosal Daria Valenkova Dmitrii Kaplun Ram Sarkar 25 3 0 12 Jun 2024
AWGUNET: Attention-Aided Wavelet Guided U-Net for Nuclei Segmentation in Histopathology Images Ayush Roy Payel Pramanik Dmitrii Kaplun Sergei Antonov Ram Sarkar 32 1 0 12 Jun 2024
Convolution and Attention-Free Mamba-based Cardiac Image Segmentation Abbas Khan Muhammad Asad Martin Benning C. Roney Gregory Slabaugh Mamba 29 2 0 09 Jun 2024
Instruction-Guided Visual Masking Jinliang Zheng Jianxiong Li Si Cheng Yinan Zheng Jiaming Li Jihao Liu Yu Liu Jingjing Liu Xianyuan Zhan 53 5 0 30 May 2024
An Attention Based Pipeline for Identifying Pre-Cancer Lesions in Head and Neck Clinical Images Abdullah Alsalemi Anza Shakeel Mollie Clark S. Khurram S. Raza MedIm 40 0 0 03 May 2024
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey Guoping Xu Xiaxia Wang Xinglong Wu Xuesong Leng Yongchao Xu 3DPC 36 8 0 02 May 2024
CoViS-Net: A Cooperative Visual Spatial Foundation Model for Multi-Robot Applications J. Blumenkamp Steven D. Morad Jennifer Gielis Amanda Prorok 31 4 0 02 May 2024
CromSS: Cross-modal pre-training with noisy labels for remote sensing image segmentation Chenying Liu C. Albrecht Yi Wang Xiao Xiang Zhu 62 2 0 02 May 2024
Image segmentation of treated and untreated tumor spheroids by Fully Convolutional Networks Matthias Streller S. Michlíková Willy Ciecior Katharina Lönnecke L. Kunz-Schughart Steffen Lange Anja Voss-Böhme 61 1 0 02 May 2024
Guided AbsoluteGrad: Magnitude of Gradients Matters to Explanation's Localization and Saliency Jun Huang Yan Liu FAtt 52 0 0 23 Apr 2024
Next Generation Loss Function for Image Classification S. Akhmedova Nils Körber VLM 32 2 0 19 Apr 2024
AI-Guided Feature Segmentation Techniques to Model Features from Single Crystal Diamond Growth R. Mekala Elias Garratt Matthias Muehle Arjun Srinivasan Adam A. Porter Mikael Lindvall 26 1 0 10 Apr 2024
AI-Guided Defect Detection Techniques to Model Single Crystal Diamond Growth R. Mekala Elias Garratt Matthias Muehle Arjun Srinivasan Adam A. Porter Mikael Lindvall 32 1 0 10 Apr 2024
UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather Haimei Zhao Jing Zhang Zhuo Chen Shanshan Zhao Dacheng Tao 37 10 0 08 Apr 2024
TM-TREK at SemEval-2024 Task 8: Towards LLM-Based Automatic Boundary Detection for Human-Machine Mixed Text Xiaoyan Qu Xiangfeng Meng DeLMO 26 2 0 01 Apr 2024
Deep Learning for Segmentation of Cracks in High-Resolution Images of Steel Bridges Andrii Kompanets Gautam Pai R. Duits Davide Leonetti Bert Snijder 40 1 0 26 Mar 2024
CurbNet: Curb Detection Framework Based on LiDAR Point Cloud Segmentation Guoyang Zhao Fulong Ma Weiqing Qi Yuxuan Liu Ming-Yu Liu Jun Ma 38 5 0 25 Mar 2024
Open-Vocabulary Attention Maps with Token Optimization for Semantic Segmentation in Diffusion Models Pablo Marcos-Manchón Roberto Alcover-Couso Juan C. Sanmiguel Jose M. Martínez VLM 49 18 0 21 Mar 2024
AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation Chenying Liu C. Albrecht Yi Wang Qingyu Li Xiao Xiang Zhu VLM 38 8 0 03 Mar 2024
UniVS: Unified and Universal Video Segmentation with Prompts as Queries Ming-hui Li Shuai Li Xindong Zhang Lei Zhang VOS 44 16 0 28 Feb 2024
An Optimization Framework for Processing and Transfer Learning for the Brain Tumor Segmentation Tianyi Ren Ethan Honey Harshitha Rebala Abhishek Sharma Agamdeep Chopra Mehmet Kurt 16 5 0 10 Feb 2024
Datacube segmentation via Deep Spectral Clustering A. Bombini Fernando García-Avello Bofías Caterina Bracci Michele Ginolfi Chiara Ruberto 90 1 0 31 Jan 2024
Segmenting Cardiac Muscle Z-disks with Deep Neural Networks Mihaela Croitor Ibrahim Nishant Ravikumar Alistair P. Curd Joanna Leng Oliver Umney Michelle Peckham 16 0 0 24 Jan 2024
Majority or Minority: Data Imbalance Learning Method for Named Entity Recognition Sota Nemoto Shunsuke Kitada Hitoshi Iyatomi 19 1 0 21 Jan 2024
Susceptibility of Adversarial Attack on Medical Image Segmentation Models Zhongxuan Wang Leo Xu MedIm AAML 32 0 0 20 Jan 2024
Attention-Based Recurrent Neural Network For Automatic Behavior Laying Hen Recognition F. Laleye Mikaël A. Mousse 22 3 0 18 Jan 2024
Brain Tumor Segmentation Based on Deep Learning, Attention Mechanisms, and Energy-Based Uncertainty Prediction Zachary Schwehr Sriman Achanta 32 2 0 31 Dec 2023
AI Powered Road Network Prediction with Multi-Modal Data N. E. Gengeç E. Tarı Ulas Bagci 30 0 0 28 Dec 2023
BEVSeg2TP: Surround View Camera Bird's-Eye-View Based Joint Vehicle Segmentation and Ego Vehicle Trajectory Prediction Sushil Sharma Arindam Das Ganesh Sistu M. Halton Ciarán Eising 30 6 0 20 Dec 2023