Algorithms

Data Structures

• Stack
• Queue
• Linked List
• Hash Table/Dictionary
• Heap
• Trees
  • Unrestricted Tree
  • Binary Tree
  • Binary Search Tree
  • Expression Tree
  • AVL Tree
  • B-Tree
  • Suffix Tree
• Graphs
  • Directed Graphs

Algorithms

• Sorting Algorithms
  • Bubble Sort
  • Selection Sort
  • Insertion Sort
  • Shell Sort
  • Heap Sort
  • Merge Sort
  • Quick Sort
  • Topological Sort
• Search Algorithms
  • Binary Search
  • Breadth First Search
• Hash Algorithms
• String Functions
  • String Distance
• Image Analysis
  • Hough Transform
  • Grayscale Algorithm
  • Thresholding Algorithm
  • Interactive Thresholding Algorithm
  • Brightness Control
  • Contrast Enhancement
  • Gamma Correction
  • Convolution

Measuring Algorithms

• Big O Notation
• NP Completeness

Recommended Reading

• Introduction to Algorithms