1. Scale Invariant Object Detection using a Hybrid Genetic Algorithm – Fuzzy Logic Approach Group – 9 Ayesha Farrukh [04030004] Junaid Akhtar [04030019]

2. Progress Matlab Implementation – Brute force Template Matching Random Chromosome generator Crossover Mutation Fitness Function

3. Brute Force Results Reference Image Template (145, 171)

4. Cross Correlation Surface

5. Correlation Surface [zoomed in] Peak value at: (145, 171) Value = 0.9666

6. Tic-Toc This operation took 152.01 seconds

7. Other Matlab Functions Explored DEC2BIN RAND CORR2

8. Next Episode Genetic Algorithm Implementation Implement Fuzzy Sets on Cross Correlation Compile Results on Different Images Compare Tic-Toc Results