Abstract: The present application relates to an apparatus for programmable video size reduction with dynamic image filtering for use in block-based video decoding system. The invention improves the image quality within low video memory requirements and allows for efficient decoding of higher resolution video to be displayed on a lower resolution display device.

Abstract: A display system includes a display device having multiple possible poses, including a neutral pose. A physical constraint maintains the display device in the neutral pose absent an application of an external force. A sensor measures a magnitude and direction of a displacement of the display device to a displaced pose due to the application of the external force. Then, the rendering engine renders an image on the display device according to the magnitude and direction of the displacement even while the display device remains constant in the displaced pose.

Abstract: The present application relates to an apparatus for programmable video size reduction with dynamic image filtering for use in block-based video decoding system. The invention improves the image quality within low video memory requirements and allows for efficient decoding of higher resolution video to be displayed on a lower resolution display device.

Abstract: A path of a particle beam is determined through a 3D planning treatment volume (PTV), wherein the PTV includes a set of slices in a depth order, and each slice includes a set of locations. For each slice, the set of locations are grouped into a set of lines along a selected direction, wherein each line is a straight line and includes a starting location and an ending location, and each line is connected to one or two other lines, and the connecting connects two lines to either the starting location or the ending location of the lines to form a tour, and the tours are connected through the slices in the depth order to form the path of the particle beam.

Abstract: A network in an environment includes passive sensors with associated sensor identification numbers. A set of active badges with associated badge identification numbers, wherein each badge is associated with an object, and wherein a particular sensor broadcasts a packet in response to detecting a particular object, wherein the packet includes the sensor identification number and a time, and only if the particular object is associated with a particular badge then the badge appends the badge identification number to the packet and broadcasts the appended packet, and the particular sensor receives and rebroadcasts the appended packet for further processing to passively and actively monitor the environment.

Abstract: A method determines an error in aligning a patient with a radiation beam. A planning volume V is acquired during treatment planning, and a treatment volume I is acquired during treatment. For each point r in the planning volume and treatment volume to be aligned by a coordinate transformation T, a weighted error DWE is minimized using an objective function F(r, T) applied to the planning volume and the treatment volume weighted by a weighting function W(r) as WE ? ( T ) = ? r ? W ? ( r ) ? F ? ( r , T ) , where W(r) is a function of a target weight WT, a tissue at risk weight WR, and a delivered dose weight WD.

Abstract: A method determines an error in aligning a patient with a radiation beam. A planning volume V is acquired during treatment planning, and a treatment volume I is acquired during treatment. For each point r in the planning volume and treatment volume to be aligned by a coordinate transformation T, a weighted error DWE is minimized using an objective function F(r, T) applied to the planning volume and the treatment volume weighted by a weighting function W(r) as WE ? ( T ) = ? r ? ? W ? ( r ) ? F ? ( r , T ) , where W(r) is a function of a target weight WT, a tissue at risk weight WR, and a delivered dose weight WD.

Abstract: A path of a particle beam is determined through a 3D planning treatment volume (PTV), wherein the PTV includes a set of slices in a depth order, and each slice includes a set of locations. For each slice, the set of locations are grouped into a set of lines along a selected direction, wherein each line is a straight line and includes a starting location and an ending location, and each line is connected to one or two other lines, and the connecting connects two lines to either the starting location or the ending location of the lines to form a tour, and the tours are connected through the slices in the depth order to form the path of the particle beam.

Abstract: A network in an environment includes passive sensors with associated sensor identification numbers. A set of active badges with associated badge identification numbers, wherein each badge is associated with an object, and wherein a particular sensor broadcasts a packet in response to detecting a particular object, wherein the packet includes the sensor identification number and a time, and only if the particular object is associated with a particular badge then the badge appends the badge identification number to the packet and broadcasts the appended packet, and the particular sensor receives and rebroadcasts the appended packet for further processing to passively and actively monitor the environment.

Abstract: A system and a method for directing a camera based on time-series data are disclosed, wherein the time-series data represent atomic activities sensed by sensors in an environment, and wherein each atomic activity includes a time and a location at which the each atomic activity is sensed, comprising: providing a spatio-temporal pattern of the specified atomic activity, wherein the spatio-temporal pattern is based only on the time and the location of the atomic activities, such that a spatio-temporal sequence of the atomic activities forms the specified primitive activity; detecting, in the time-series data, a sensed primitive activity corresponding to the spatio-temporal pattern to produce a result, wherein the detecting is performed by a processor; and directing the camera based on the result.

Abstract: A system and a method for detecting events in time-series data are disclosed, wherein the time-series data represent atomic activities sensed by sensors in an environment, and wherein each atomic activity includes a time and a location at which the each atomic activity is sensed, comprising the steps of: mapping a specified event to a Petri net (PN), wherein the specified event is a spatio-temporal pattern of the atomic activities, wherein the spatio-temporal pattern is based only on the time and the location of the atomic activities, such that a spatio-temporal sequence of the atomic activities forms a primitive activity, and the spatio-temporal pattern includes primitive activities and constraints on the primitive activities, wherein the constraints are sequential and/or concurrent; and detecting, in the time-series data, a sensed event corresponding the specified event mapped to the PN to produce a result, wherein the detecting is performed by a processor.

Abstract: A practical approach to real-time learning for synthetic characters grounded in the techniques of reinforcement learning and informed by insights from animal training. The approach simplifies the learning task for characters by (a) enabling them to take advantage of predictable regularities in their world, (b) allowing them to make maximal use of any supervisory signals, and (c) making them easy to train by humans. An autonomous animated dog is described that can be trained with a technique used to train real dogs called “clicker training.

Abstract: A display system includes a display device having multiple possible poses, including a neutral pose. A physical constraint maintains the display device in the neutral pose absent an application of an external force. A sensor measures a magnitude and direction of a displacement of the display device to a displaced pose due to the application of the external force. Then, the rendering engine renders an image on the display device according to the magnitude and direction of the displacement even while the display device remains constant in the displaced pose.

Abstract: The present application relates to apparatus for compression of the reference frames in the video coding system, reducing the memory requirements by 50%. The invention allows for compression and allocation of a frame in a memory so that parts of it can be accessed without the need for retrieval and decompression of the entire compressed frame. The invention is ideally suited for the compression of block-structured image data that is utilized in many video coding systems.

Abstract: Techniques are disclosed for multi-modal identification that utilize a classifier combination framework. One embodiment of the present invention provides a multi-modal identification system that includes a collection of classifiers that classify feature streams derived from audio and/or video sources. A classifier combination scheme is used to combine the classifier outputs having varying degrees of confidence, but in a robust way by using a confidence-based weighting scheme that operates on a “per-class” basis, rather than (or in addition to) the traditional “per-classifier” basis. The system can be distributed across several machines running independent feature classifiers on the subscription basis.

Abstract: A method constructs a strong classifier from weak classifiers by combining the weak classifiers to form a set of combinations of the weak classifiers. Each combination of weak classifiers is boosted to determine a weighted score for each combination of weak classifiers, and combinations of weak classifiers having a weighted score greater than a predetermined threshold are selected to form the strong classifier.

Abstract: A system and a method are disclosed for automatically controlling the position of a mirror to stabilize the view in the mirror in spite of changes in viewing position. Initially, a mirror position is set by a user so that the user can comfortably view the reflection of a desired area. A tracking system estimates the user's viewing position. As a user's viewing position changes, the system reorients the mirror such that the reflection in the mirror is stabilized.

Abstract: A method for querying a surveillance database stores videos and events acquired by cameras and detectors in an environment. Each event includes a time at which the event was detected. The videos are indexed according to the events. A query specifies a spatial and temporal context. The database is searched for events that match the spatial and temporal context of the query, and only segment of the videos that correlate with the matching events are displayed.

Abstract: A method constructs a strong classifier from weak classifiers by combining the weak classifiers to form a set of combinations of the weak classifiers. Each combination of weak classifiers is boosted to determine a weighted score for each combination of weak classifiers, and combinations of weak classifiers having a weighted score greater than a predetermined threshold are selected to form the strong classifier.

Abstract: A system and a method are disclosed for identifying pixels belonging to moving objects in a series of images by using a signed difference operation. A first signed difference is determined between a first image and a second image. A second signed difference is determined between a second image and a third image. Pixels that change from a positive sign in the first signed difference to a negative sign in the second signed difference belong to the moving object in the second image.