Teeth Instance Segmentation from Panoramic X-ray Images

Project Overview

This project focuses on segmenting individual teeth and detecting missing teeth from panoramic dental X-ray images. The system provides accurate tooth segmentation for dental diagnostics and treatment planning.

Features

• Automated Segmentation: Accurately segments individual teeth from panoramic X-rays.
• Missing Teeth Detection: Identifies and localizes missing teeth for better dental assessment.
• Supports Various X-ray Formats: Compatible with multiple dental imaging standards.
• Optimized Processing: Designed for efficient analysis and results.

Challenges & Solutions

• Low Contrast in X-rays: Applied contrast enhancement and adaptive preprocessing.
• Teeth Overlapping Issues: Used advanced segmentation techniques for better separation.
• Efficient Processing: Optimized workflow for smooth and reliable performance.

Results

The system successfully segments teeth and detects missing teeth from panoramic X-rays, aiding in dental diagnostics and treatment planning.