1. Introduction
2. Cluster detection method
3. Image simulations
3.1. General parameters
3.2. Galaxy clusters and AGNs
3.3. Source classification using simulations
4. Results
4.1. Performance on real data
4.2. Looking for new galaxy clusters and groups
4.3. Pilot sample of cluster candidates
5. Notes on individual groups
6. Discussion
7. Conclusions