Yes, you can perform Pepsin/Trypsin digestion and then MALDI-TOF-MS to identify your protein of interest. You can follow the detailed protocol from the attached file.
You can collect the bands from gel through excision and purify the protein bands. Then digest your protein into peptides using standard methods. Finally, you can choose LC-MS/MS method to know the unknown proteins.