Fluorescent surgical navigation has been widely used in liver and biliary surgery, including imaging of tumors, bile ducts, blood vessels, and other small lesions that cannot be identified by traditional methods. This helps surgeons obtain visual information during surgery and facilitates intraoperative decision-making. However, there are still many controversies in pancreatic tumor surgery, which is also the reason for the limited application of this technology in the pancreas at present. This article first summarizes the current status of the application of this technology in pancreatic tumor surgery. Based on our own experiences, we summarize the current problems of fluorescence imaging technology and propose corresponding optimization strategies. Finally, we look forward to its application prospects, hoping to provide a reference for the future application of fluorescence imaging technology in pancreatic tumors.