Abstract: An image processing system may include a processor and an associated memory configured to store training data that includes training geospatial images. Each training geospatial image may include pixels. The processor may be configured to operate a training model to identify a given feature from each of the training geospatial images, and to iteratively generate a probability distribution function based upon a number of pixels corresponding to the given feature and also based upon a bias factor being reduced with each iteration.

Abstract: An image processing system may include a processor and an associated memory configured to store training data that includes training geospatial images. The processor may be configured to operate a training model to identify a given feature from each of the training geospatial images, and to iteratively apply a bias factor to a loss function based upon a number of incorrectly identified pixels for the given feature. The bias factor may be reduced with each iteration.

Abstract: An image processing system may include a processor and an associated memory configured to store training data that includes training geospatial images. The processor may be configured to blur each of the training geospatial images. The processor may also be configured to iteratively operate a training model to identify a given feature from each of the blurred training geospatial images so that the blurring is reduced with each iteration.

Abstract: An image processing system may include a processor and an associated memory configured to store training data that includes training geospatial images. The processor may be configured to operate a training model to identify a given feature from each of the training geospatial images, and to iteratively apply a bias factor to a loss function based upon a number of incorrectly identified pixels for the given feature. The bias factor may be reduced with each iteration.

Abstract: An image processing system may include a processor and an associated memory configured to store training data that includes training geospatial images. The processor may be configured to blur each of the training geospatial images. The processor may also be configured to iteratively operate a training model to identify a given feature from each of the blurred training geospatial images so that the blurring is reduced with each iteration.

Abstract: An image processing system may include a processor and an associated memory configured to store training data that includes training geospatial images. Each training geospatial image may include pixels. The processor may be configured to operate a training model to identify a given feature from each of the training geospatial images, and to iteratively generate a probability distribution function based upon a number of pixels corresponding to the given feature and also based upon a bias factor being reduced with each iteration.

Abstract: The present invention relates to an endotracheal intubation device that will allow visualization of the airway of a patient during intubation simultaneous with suctioning ability to remove debris in the airway. The endotracheal intubation device includes a light source disposed to shine proximal to the distal end of an endotracheal tube and means for connection to a suction source. The light source may be built into the endotracheal tube or may consist of a lighted sleeve encasing a suction trocar. The light source may be disposed to shine axially or radially from the proximal end to the distal end of an endotracheal tube and may be fiberoptic or chemiluminescent in nature. The shape of the endotracheal tube may be adjusted either by use of a malleable suction trocar made out of a malleable material such as aluminum or by inclusion of a malleable wire within the tube.

Abstract: An improved, scalable CPLD device has a two-tiered hierarchical switch construct comprised of a Global Switch Matrix (GSM) and an even number of Segment Switch Matrices (SSM's). An even number of Super Logic Blocks (SLB's) are coupled to each SSM. Each SSM and its SLB's define a segment that couples to the GSM. Each SLB has a relatively large number of inputs (at least 80) and can generate product term signals (PT's) that are products of independent input terms provided from the SSM to the SLB inputs. Some of the product terms generated within each SLB are dedicated to SLB-local controls. Each SLB has at least 32 macrocells and at least 16 I/O pads which feedback to both to the local SSM and the global GSM. 100% intra-segment connectivity is assured within each segment so that each segment can function as an independent, mini-CPLD. Each SSM has additional lines, dedicated for inter-segment (global) communications.

Abstract: The present invention relates to an endotracheal intubation device that will allow visualization of the airway of a patient during intubation simultaneous with suctioning ability to remove debris in the airway. The endotracheal intubation device includes a light source disposed to shine proximal to the distal end of an endotracheal tube and means for connection to a suction source. The light source may be built into the endotracheal tube or may consist of a lighted sleeve encasing a suction trocar. The light source may be disposed to shine axially or radially from the proximal end to the distal end of an endotracheal tube and may be fiberoptic or chemiluminescent in nature. The shape of the endotracheal tube may be adjusted either by use of a malleable suction trocar made out of a malleable material such as aluminum or by inclusion of a malleable wire within the tube.

Abstract: An improved, scalable CPLD device has a two-tiered hierarchical switch construct comprised of a Global Switch Matrix (GSM) and an even number of Segment Switch Matrices (SSM's). An even number of Super Logic Blocks (SLB's) are coupled to each SSM. Each SSM and its SLB's define a segment that couples to the GSM. Each SLB has a relatively large number of inputs (at least 80) and can generate product term signals (PT's) that are products of independent input terms provided from the SSM to the SLB inputs. Some of the product terms generated within each SLB are dedicated to SLB-local controls. Each SLB has at least 32 macrocells and at least 16 I/O pads which feedback to both to the local SSM and the global GSM. 100% intra-segment connectivity is assured within each segment so that each segment can function as an independent, mini-CPLD. Each SSM has additional lines, dedicated for inter-segment (global) communications.