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10                                     Autonomous Mobile Robots




























                                FIGURE 1.1 A selection of images captured with an IR camera. The temperature of sur-
                                faces gives an alternative and complementary method of scene classification compared
                                to standard imaging. Note the severe lens distortion.

                                and there are restrictions on their purchase. However, it is now possible to
                                installcommercialnight-visionsystemsonroadvehicles: GeneralMotorsoffers
                                a thermal imaging system with head-up display (HUD) as an option on the
                                Cadillac DeVille. The obvious application for IR cameras is in night driving but
                                they are useful in daylight too, as they offer an alternative (or complementary)
                                way of segmenting scenes based on temperature levels.
                                   Catadioptric cameras. In recent years we have witnessed the increasing
                                                1
                                use of catadioptric cameras. These devices, also referred to as omnidirec-
                                tional, are able to view a complete hemisphere with the use of a parabolic
                                mirror [8]. Practically, they work well in structured environments due to the
                                way straight lines project to circles. Bosse [9] uses them indoors and outdoors
                                and tracks the location of vanishing points in a structure from motion (SFM)
                                scheme.


                                1.2.1.2 Active sensors
                                A brief glimpse through robotics conference proceedings is enough to demon-
                                strate just how popular and useful laser scanning devices, such as the ubiquitous
                                SICK, are in mobile robotics. These devices are known as LADAR and are

                                1  Combining reflection and refraction; that is, a mirror and lens.




                                 © 2006 by Taylor & Francis Group, LLC



                                 FRANKL: “dk6033_c001” — 2006/3/31 — 16:42 — page 10 — #10
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