Abstract: A lens apparatus attachable to an image pickup apparatus includes a first optical system, a second optical system, and a driving unit that moves at least one of the first optical system and the second optical system in an optical axis direction. The lens apparatus is configured to switch between a first driving mode for performing autofocus by moving both the first optical system and the second optical system in optical axis directions of the first optical system and the second optical system via the driving unit, and a second driving mode for adjusting a difference in imaging position for a same object image between the first optical system and the second optical system by moving the at least one of the first optical system and the second optical system in the optical axis direction via the driving unit.

Abstract: An information processing apparatus (100) includes: an acquisition unit (110) configured to acquire first time-series data including presence area information in a target space in subjects; a data set generation unit (120) configured to generate a plurality of data sets from presence area information regarding a specific subject; an estimation unit (130) configured to estimate an accuracy of analyzing a distribution regarding the subject in the target space based on presence area information; a determination unit (140) configured to determine a time width of an aggregation target based on the data reduction degree due to the aggregation in each data set and an accuracy of analysis; and an aggregation unit (150) configured to perform aggregation on a data set that corresponds to the determined time width to representative data.

Abstract: To provide a media data processing system that can suppress a decrease in a request processing rate while suppressing an increase in response time in media data recognition processing where it is difficult to properly estimate the load. A first load estimation unit 5 estimates range of processing load of media data recognition processing based on header information of media data. A determination unit 31 determines whether to allow or disallow execution of the media data recognition processing, or to estimate the processing load, based on the range of the processing load. A second load estimation unit 6 estimates the processing load of the media data recognition processing based on content of the media data when it is determined to estimate the processing load. The determination unit 31 determines whether to allow or disallow the execution of the media data recognition processing based on the processing load.

Abstract: An analysis processing apparatus (100) includes a reception unit (110) for receiving a plurality of analysis requests requesting any of a plurality of types of analysis processing for media data, an estimation unit (120) for estimating a processing time according to the type of the analysis processing corresponding to the analysis request from an analysis condition of each analysis request for each of the plurality of analysis requests, a priority determination unit (130) for determining a priority of processing of each analysis request based on relative positioning of the estimated processing time in past records of the processing time for the type of the analysis processing corresponding to the analysis request, and an execution unit (140) for executing the analysis processing in the type corresponding to each analysis request in accordance with an order corresponding to the priority determined by the priority determination unit (130).

Abstract: An information processing apparatus (100) includes: an acquisition unit (110) configured to acquire first time-series data including presence area information in a target space in subjects; a data set generation unit (120) configured to generate a plurality of data sets from presence area information regarding a specific subject; an estimation unit (130) configured to estimate an accuracy of analyzing a distribution regarding the subject in the target space based on presence area information; a determination unit (140) configured to determine a time width of an aggregation target based on the data reduction degree due to the aggregation in each data set and an accuracy of analysis; and an aggregation unit (150) configured to perform aggregation on a data set that corresponds to the determined time width to representative data.

Abstract: A control unit (11) of a control apparatus (10) determines a “usage dividing position” from among a plurality of dividing position candidates based on the number of the substream data series for which the tracking continuity is lost when the “stream data series to be divided” is divided at each of the plurality of the “dividing position candidates” that differ from one another. The dividing unit (12) divides the “stream data series to be divided” at the “usage diving position” determined by the control unit (11) to thereby form the “divided data series”.

Abstract: The management node includes a performance information integration unit which integrates performance information pertaining to the analysis node connected to the management node. The analysis node includes a task determination unit which determines, based on a first cost, being calculated based on performance information pertaining to the analysis node, of executing a task in the analysis node, and a second cost being calculated based on performance information pertaining to another of the analysis nodes different from the analysis node integrated by the performance information integration unit, and representing a cost of load distribution of distributing the task to the another analysis node and then executing the task, whether to execute the task in the analysis node, or distribute the task to the another analysis node and then execute the task.

Abstract: To provide a media data processing system that can suppress a decrease in a request processing rate while suppressing an increase in response time in media data recognition processing where it is difficult to properly estimate the load. A first load estimation unit 5 estimates range of processing load of media data recognition processing based on header information of media data. A determination unit 31 determines whether to allow or disallow execution of the media data recognition processing, or to estimate the processing load, based on the range of the processing load. A second load estimation unit 6 estimates the processing load of the media data recognition processing based on content of the media data when it is determined to estimate the processing load. The determination unit 31 determines whether to allow or disallow the execution of the media data recognition processing based on the processing load.

Abstract: An information processing device including: an input unit that receives time-series data including a plurality of data input in time series and having a correlation in at least a part between the data; and a division unit that temporally divides the time-series data by a first divider width to cause an analysis system to perform a first analysis process of the time-series data with the first divider width and temporally divides the time-series data by a second divider width that is longer than the first divider width to cause the analysis system to perform a second analysis process of the time-series data with the second divider width.

Abstract: The present invention reduces the amount of data outputted while maintaining the accuracy of an analysis process with a small delay amount, by an image analysis apparatus provided with: a deduction unit that deduces a second quality concerning an object in a second image, which is different from a first image associated with object data relating to an object to be inputted, on the basis of a first quality concerning the object relating to the object data and on the basis of the state of the object in the second image, the state being obtained by using a state model for deducing the position and the size of the object from the object data, while using a quality model for deducing the second quality concerning the object; and a determination unit that determines whether to use the object data for analysis on the basis of the deduced second quality.

Abstract: An image processing device includes at least one memory configured to store instructions and at least one processor configured to execute the instructions to: from input subject data that include positions of a plurality of subjects, detect subject appearance data including an appearing subject and subject disappearance data including a disappearing subject; based on the subject appearance data and the subject disappearance data that are detected and an appearance position distribution and a disappearance position distribution of subjects that are learned in advance, calculate appearance validity of the subject appearance data and disappearance validity of the subject disappearance data; and based on the appearance validity and the disappearance validity calculated, acquire a combination of subject appearance data and subject disappearance data detected, the combination satisfying a predetermined condition.

Abstract: An image processing device includes at least one memory configured to store instructions and at least one processor configured to execute the instructions to: from input subject data that include positions of a plurality of subjects, detect subject appearance data including an appearing subject and subject disappearance data including a disappearing subject; based on the subject appearance data and the subject disappearance data that are detected and an appearance position distribution and a disappearance position distribution of subjects that are learned in advance, calculate appearance validity of the subject appearance data and disappearance validity of the subject disappearance data; and based on the appearance validity and the disappearance validity calculated, acquire a combination of subject appearance data and subject disappearance data detected, the combination satisfying a predetermined condition.

Abstract: An information processing device including: an input unit that receives time-series data including a plurality of data input in time series and having a correlation in at least a part between the data; and a division unit that temporally divides the time-series data by a first divider width to cause an analysis system to perform a first analysis process of the time-series data with the first divider width and temporally divides the time-series data by a second divider width that is longer than the first divider width to cause the analysis system to perform a second analysis process of the time-series data with the second divider width.

Abstract: The present invention reduces the amount of data outputted while maintaining the accuracy of an analysis process with a small delay amount, by an image analysis apparatus provided with: a deduction unit that deduces a second quality concerning an object in a second image, which is different from a first image associated with object data relating to an object to be inputted, on the basis of a first quality concerning the object relating to the object data and on the basis of the state of the object in the second image, the state being obtained by using a state model for deducing the position and the size of the object from the object data, while using a quality model for deducing the second quality concerning the object; and a determination unit that determines whether to use the object data for analysis on the basis of the deduced second quality.

Abstract: An image processing device includes at least one memory configured to store instructions and at least one processor configured to execute the instructions to: from input subject data that include positions of a plurality of subjects, detect subject appearance data including an appearing subject and subject disappearance data including a disappearing subject; based on the subject appearance data and the subject disappearance data that are detected and an appearance position distribution and a disappearance position distribution of subjects that are learned in advance, calculate appearance validity of the subject appearance data and disappearance validity of the subject disappearance data; and based on the appearance validity and the disappearance validity calculated, acquire a combination of subject appearance data and subject disappearance data detected, the combination satisfying a predetermined condition.

Abstract: Provided is a technology capable of suppressing an increase in the amount of data generated by the division of tracking while reducing processing load. This image processing device is provided with: a detection unit for detecting subject appearance data including an appearing subject and subject disappearance data including a disappearing subject, from subject data including the positions of a plurality of inputted subjects; a calculation unit for calculating appearance validity of the subject appearance data and disappearance validity of the subject disappearance data on the basis of the detected subject appearance data and subject disappearance data and pre-learned subject appearance position and disappearance position distributions; and an acquisition unit for acquiring a combination of the detected subject appearance data and subject disappearance data satisfying a predetermined condition on the basis of the calculated appearance validity and disappearance validity.

Abstract: The management node includes a performance information integration unit which integrates performance information pertaining to the analysis node connected to the management node. The analysis node includes a task determination unit which determines, based on a first cost, being calculated based on performance information pertaining to the analysis node, of executing a task in the analysis node, and a second cost being calculated based on performance information pertaining to another of the analysis nodes different from the analysis node integrated by the performance information integration unit, and representing a cost of load distribution of distributing the task to the another analysis node and then executing the task, whether to execute the task in the analysis node, or distribute the task to the another analysis node and then execute the task.

Abstract: The present invention provides an information processing device to efficiently execute a plurality of analysis engines on a plurality of analysis processing devices. The information processing device includes an arrangement control means that determines an arrangement pattern indicating connection between a plurality of data distribution devices and a plurality of controlled information processing devices based on cost information indicating price values of operation of a load control executing means regarding data processing and a dynamic load control means that connects the data distribution device to the controlled information processing device based on the arrangement pattern and controls start and stop of operation of the load control executing means based on the cost information and a load status of the controlled information processing device.

Abstract: An analysis controller, method and computer readable medium for determining an allocation pattern representing an allocation of at least one analysis unit, among a plurality of analysis units, to one or more processing devices, among a plurality of processing devices, on a basis of an estimated load for each of the at least one analysis unit for each of one or more time spans, allowable delay time for each of the at least one analysis unit, and a processing capacity of each of the plurality of processing devices.

Abstract: The present invention provides an information processing device to efficiently execute a plurality of analysis engines on a plurality of analysis processing devices. The information processing device includes an arrangement control means that determines an arrangement pattern indicating connection between a plurality of data distribution devices and a plurality of controlled information processing devices based on cost information indicating price values of operation of a load control executing means regarding data processing and a dynamic load control means that connects the data distribution device to the controlled information processing device based on the arrangement pattern and controls start and stop of operation of the load control executing means based on the cost information and a load status of the controlled information processing device.