Research Advances in Intelligent Computing

7A Comprehensive Exploration of Brain Tumor Segmentation Using Deep Learning Techniques

Hariharan Ramamoorthy and Mohan Ramasundaram

Department of Computer Science and Engineering, National Institute of Technology Tiruchirappalli, India

Arish Pitchai

Quantum Machine Learning Lab, BosonQ Psi Pvt. Ltd. Bhilai, India

DOI: 10.1201/9781003320340-7

CONTENTS

• 7.1 Introduction

  • 7.1.1 Introduction to Image Segmentation

  • 7.1.1.1 Semantic Segmentation

  • 7.1.1.2 Instance Segmentation

  • 7.1.1.3 Threshold Segmentation

  • 7.1.1.4 Edge Detection Segmentation

  • 7.1.1.5 Segmentation Based on Clustering

  • 7.1.1.6 k-Means Clustering

  • 7.1.1.7 Mask R-CNN

• 7.2 CNN Architectures

  • 7.2.1 Patch-Wise CNN Architecture

  • 7.2.2 Semantic-Wise CNN Architecture

  • 7.2.3 Cascaded CNN Architecture ...