Search Results for "active shape model"

...In simpler words, it is a general way to "reprogram" keyboards in windows, using a graphic user interface rather than directly writing macro scripts, that allows to use any number of keyboards - even of the same make and model - as separate, specific devices. Each with its tailored functions (stickers over the keys are a must). It provides a graphic user interface with a "keystroke recorder" to automatize compiling macros, and support for activating different macros/functions depending on the active window in foreground, whether on its software, class or caption. ...

...Instead of first generating boxes and then refining them, the network predicts a foreground mask and an “objectness” score for a given image patch, yielding high-quality segment proposals suitable for downstream detection or instance segmentation. The model is trained end-to-end to align mask shape with object extent, which markedly improves recall at a manageable number of proposals. In practice, DeepMask is run on an image pyramid with a sliding window, followed by non-maximum suppression to produce a compact set of candidates. A companion refinement model (SharpMask) sharpens the coarse predictions, recovering fine boundaries like thin limbs or object edges. ...