Entropy | Free Full-Text | A Cross Entropy Based Deep Neural Network Model for Road Extraction from Satellite Images
![1802.08290] Locally Adaptive Learning Loss for Semantic Image Segmentation](https://ar5iv.labs.arxiv.org/html/1802.08290/assets/framework.png "1802.08290] Locally Adaptive Learning Loss for Semantic Image Segmentation")
1802.08290] Locally Adaptive Learning Loss for Semantic Image Segmentation
neural networks - Understanding the weighted cross-entropy method of u-net - Cross Validated
Pixel-Wise PolSAR Image Classification via a Novel Complex-Valued Deep Fully Convolutional Network | DeepAI
Understanding Loss Functions in Computer Vision! | by Sowmya Yellapragada | ML Cheat Sheet | Medium
Semantic Segmentation on Satellite Imagery | PPT
Add Hybrid Segmentation Loss · Issue #5023 · Project-MONAI/MONAI · GitHub
Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good!
Visualization of features learned with pixel-wise entropy loss Eq.(5)... | Download Scientific Diagram
Pixel-wise confidence estimation for segmentation in Bayesian Convolutional Neural Networks | Machine Vision and Applications
Sensors | Free Full-Text | Semantic Segmentation Using Pixel-Wise Adaptive Label Smoothing via Self-Knowledge Distillation for Limited Labeling Data
tensorflow - pixel wise softmax with crossentropy for multiclass segmentation - Stack Overflow
Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation - ScienceDirect
Review — Learning to Segment Images with Classification Labels | by Sik-Ho Tsang | Medium
Semantic segmentation of synchrotron tomography of multiphase Al-Si alloys using a convolutional neural network with a pixel-wise weighted loss function | Scientific Reports
Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good!
An overview of semantic image segmentation.
![PDF] Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank | Semantic Scholar](https://d3i71xaburhd42.cloudfront.net/25c657be9ac7c6512d8edb406d63585d3fb34fc5/1-Figure1-1.png "PDF] Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank | Semantic Scholar")
PDF] Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank | Semantic Scholar
When trained with pixel-wise cross-entropy loss, the performance of a... | Download Scientific Diagram
A Beginner's guide to Deep Learning based Semantic Segmentation using Keras | Divam Gupta
An overview of semantic image segmentation.
image segmentation - neural network probability output and loss function (example: dice loss) - Data Science Stack Exchange
tensorflow - pixel wise softmax with crossentropy for multiclass segmentation - Stack Overflow
