Combining inertial measurements with blind Image deblurring using distance transform - 2016


Camera motion throughout exposure results in a blurry image. We tend to propose an image deblurring method that infers the blur kernel by combining the inertial measurement unit (IMU) information that track camera motion with techniques that seek blur cues from the image sensor information. Specifically, we tend to introduce the notion of IMU fidelity value designed to penalize blur kernels that are unlikely to possess yielded the observed IMU measurements. When combined with the image knowledge-primarily based fidelity and regularization terms used by the standard blind image deblurring techniques, the energy function is nonconvex. We have a tendency to solved this nonconvex energy minimization downside by a completely unique use of distance rework, recovering a blur kernel and sharp image that are per the IMU and image sensor measurements.

Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here

PROJECT TITLE :Combining Solar Energy Harvesting with Wireless Charging for Hybrid Wireless Sensor Networks - 2018ABSTRACT:The appliance of wireless charging technology in ancient battery-powered wireless sensor networks (WSNs)
PROJECT TITLE :An Enhanced MPPT Method Combining Fractional-Order and Fuzzy Logic Control - 2017ABSTRACT:A fractional-order fuzzy logic control (FOFLC) method for maximum power point tracking (MPPT) in a photovoltaic (PV) system
PROJECT TITLE :Detection of Manhole Covers in High-Resolution Aerial Images of Urban Areas by Combining Two MethodsABSTRACT:Mispositioning of buried utilities is an increasingly important problem both in industrialized and developing
PROJECT TITLE :On Combining Multiple-Instance Learning and Active Learning for Computer-Aided Detection of TuberculosisABSTRACT:The major advantage of multiple-instance learning (MIL) applied to a computer-aided detection (CAD)
PROJECT TITLE :Combining Electrical and Pressure Measurements for Early Flooding Detection in a PEM Fuel CellABSTRACT:Water flooding is one amongst the most causes of performance degradation for polymer electrolyte membrane fuel

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry