| The work of Penn State's Multidimensional Image Processing Laboratory spans many areas in the general field of imaging science: digital image processing, computer vision, scientific visualization, and virtual reality. We are particularly driven by problems in high-resolution 3D medical image processing, with a current focus on virtual endoscopy, image-guided endoscopy, and 3D Micro-CT analysis. | |
| The laboratory has made numerous theoretical contributions to the general field of imaging science, including: | |
| 1. image segmentation, region extraction, and edge detection. | |
| 2. virtual endoscopy, volume visualization, and dynamic navigation | |
| 3. video processing, registration, and tracking | |
| 4. 3D-axes definition and path finding | |
| 5. texture segmentation | |
| 6. mathematical morphology | |
| 7. image interpolation, enhancement, and filtering | |
| Our current efforts are geared toward applying virtual endoscopy to 3D medical imaging problems. We are devising improved methods for lung-cancer assessment by applying the general concept of virtual bronchoscopy to 3D CT images. A significant part of this work involves video-endoscopic tracking and registration. We are also devising methods for analyzing large branching networks that appear in micro-CT images of the heart, liver, and other organs. Over 50 students have worked in the laboratory over the years. | |