Abstract: Methods and systems for detecting motion using video data from a smart camera device. In some embodiments, and by non-limiting example, this disclosure is directed to detecting motion in the compressed video domain. One aspect is a method comprising receiving compressed video data, extracting macroblocks and motion vectors for a plurality of frames in the compressed video data, identifying frame-level features for each of the plurality of frames based on the macroblocks and the motion vectors, calculating similarity features for each of the identified frame-level features based on the frame-level features identified in consecutive frames, and predicting motion for each of the plurality of frames by providing the frame-level features and the similarity features into a model trained to detect motion.

Abstract: Methods and systems for detecting motion using video data from a smart camera device. In some embodiments, and by non-limiting example, this disclosure is directed to detecting motion in the compressed video domain. One aspect is a method comprising receiving compressed video data, extracting macroblocks and motion vectors for a plurality of frames in the compressed video data, identifying frame-level features for each of the plurality of frames based on the macroblocks and the motion vectors, calculating similarity features for each of the identified frame-level features based on the frame-level features identified in consecutive frames, and predicting motion for each of the plurality of frames by providing the frame-level features and the similarity features into a model trained to detect motion.

Abstract: A method for providing automatic control of one or more devices in an environment including assessing information for the devices being paired with a hub or with a central server where the hub and the central server are configured to receive status messages from the devices and to issue commands to the devices; determining device-type handlers to use with the devices; installing the device-type handlers at the hub or the central server; installing an automation application on the hub or on the central server where the automation application responds to an event and issuing a command in response to the event; receiving a device-specific message from a source device at the hub or the central server; generating, using a device-type handler associated with the source device, a normalized event message; and providing the normalized event message to a processor in the hub or the central server.

Abstract: A secured device access method is implemented in a web-based device automation system whereby the configuration of an automation application for specific devices in a user's automation environment and the installation of the automation application define the security scope for the automation application. Once the automation application is configured and installed, the automation application is only allowed access to the authorized devices in the user's automation environment and the automation application may not access other devices in the user's environment that have not been authorized.

Abstract: A device automation system for providing automatic control of one or more devices in an environment includes a hub in communication with the one or more devices and with a data network where the hub is configured to issue commands to the devices and receive data from the devices; and a central server in communication with the hub through the data network where the central server is configured to install one or more automation applications in the hub or on the central server for handling events generated at the devices. Each of the automation applications responds to an event and issuing an action in response. The central server is configured to determine that a first set of the events is to be handled at the hub while a second set of events is to be handled at the central server.

Abstract: A secured device access method is implemented in a web-based device automation system whereby the configuration of an automation application for specific devices in a user's automation environment and the installation of the automation application define the security scope for the automation application. Once the automation application is configured and installed, the automation application is only allowed access to the authorized devices in the user's automation environment and the automation application may not access other devices in the user's environment that have not been authorized.

Abstract: A method for providing automatic control of one or more devices in an environment including assessing information for the devices being paired with a hub or with a central server where the hub and the central server are configured to receive status messages from the devices and to issue commands to the devices; determining device-type handlers to use with the devices; installing the device-type handlers at the hub or the central server; installing an automation application on the hub or on the central server where the automation application responds to an event and issuing a command in response to the event; receiving a device-specific message from a source device at the hub or the central server; generating, using a device-type handler associated with the source device, a normalized event message; and providing the normalized event message to a processor in the hub or the central server.

Abstract: A device automation system for providing automatic control of one or more devices in an environment includes a hub in communication with the one or more devices and with a data network where the hub is configured to issue commands to the devices and receive data from the devices; and a central server in communication with the hub through the data network where the central server is configured to install one or more automation applications in the hub or on the central server for handling events generated at the devices. Each of the automation applications responds to an event and issuing an action in response. The central server is configured to determine that a first set of the events is to be handled at the hub while a second set of events is to be handled at the central server.

Abstract: A secure external access method provides an external system with access to a device automation system implementing automatic control of one or more devices in an automation environment. The external access method enables external system access to devices only when the devices have been authorized for external access and the external system has the proper authentication credential. External access endpoints are dynamically defined by the web service automation applications and are unique to each installed instance of the web service automation application.