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Deep Learning Based Face Detection And Recognition In Mwir And Visible Bands, Suha Reddy Mokalla
Deep Learning Based Face Detection And Recognition In Mwir And Visible Bands, Suha Reddy Mokalla
Graduate Theses, Dissertations, and Problem Reports
In non-favorable conditions for visible imaging like extreme illumination or nighttime, there is a need to collect images in other spectra, specifically infrared. Mid-Wave infrared (3-5 microm) images can be collected without giving away the location of the sensor in varying illumination conditions. There are many algorithms for face detection, face alignment, face recognition etc. proposed in visible band till date, while the research using MWIR images is highly limited. Face detection is an important pre-processing step for face recognition, which in turn is an important biometric modality. This thesis works towards bridging the gap between MWIR and visible spectrum …