Abstract: Detecting fine-grained similarity in image includes determining a core area of a search image by generating an image salient map from a plurality of layers of the search image and determining a connected area based on the image salient map. Feature descriptors are generated from the core area of the search image. A plurality of capsule vectors are generated from different ones of a plurality of keypoints of the feature descriptors. Capsule vectors of the search image are compared with capsule vectors of each image of the dataset to generate a top-K matrix. Similarity scores for the top-K matrix are calculated. One or more image of the dataset having fine-grained similarity with the search image are selected based a bundled similarity score for each image of the dataset. The bundled similarity score is a summation of the similarity scores of the image.

Abstract: One or more systems, devices, computer program products and/or computer-implemented methods of use provided herein relate to detecting a closed ring in a three-dimensional (3D) point cloud via cycle basis. A system can comprise a memory configured to store computer executable components; and a processor configured to execute the computer executable components stored in the memory, wherein the computer executable components can comprise a filtering component that can filter a first undirected graph of a three-dimensional (3D) point cloud, by eliminating one or more edges of the first undirected graph that are longer than an adaptive threshold, wherein filtering the first undirected graph can produce a second undirected graph; and a detection component that can detect a minimum cycle basis of the second undirected graph to determine a cycle path that can traverse an irregular annular shape that is represented by the 3D point cloud.

Abstract: A slide assembly with a buffering device includes a positioning member, a swing member, a push member, a resilient member and an engaging member, all of which are connected to the slide assembly having a first rail and a second rail. The positioning member is movably connected to the first rail and the swing member is pivotably connected to the positioning member. The push member is connected to the positioning member and biased by the resilient member so as to move longitudinally. The engaging member is connected to the second rail. A buffering member is located between the positioning member and the first rail. The buffering member maintains the positioning member at a first position relative to the first rail.

Abstract: An opening device for a slide assembly includes a swing member with a pin portion, a first resilient member and a pusher connected to the first rail. The first resilient member applies a force to the pusher. An engaging member pivotably connected to the second rail and includes a block and a positioning leg contacting a portion of the second rail. The engaging member is connected to a second resilient member. When the second rail is retracted relative to the first rail, the block of the engaging member contacts the pin portion of the swing member. When a pull force is applied to the retracted second rail, the engaging member swings an angle on the second rail to disengage the block from the pin portion of the swing member, and the engaging member returns to its original position relative to the second rail.

Abstract: A slide assembly having an automatic retractable device includes a sliding member, a fixing base, a retainer, a guiding member provided on a sliding rail, and a stationary rail. The sliding rail is free to move with respect to the stationary rail. The sliding member is slidably disposed in the stationary rail. The fixing base is secured at the end of the stationary rail. The retainer is disposed in the stationary rail. The sliding member is linked to a first resilient member, which urges the sliding member back to the fixing base. An engaging plate is provided on the sliding member. The engaging plate has a first end and a second end. The first end of the engaging plate is pivotally connected to the sliding member. An engaging rod is provided on the second end of the engaging plate.

Abstract: A slide assembly with a buffering device includes a positioning member, a swing member, a push member, a resilient member and an engaging member, all of which are connected to the slide assembly having a first rail and a second rail. The positioning member is movably connected to the first rail and the swing member is pivotably connected to the positioning member. The push member is connected to the positioning member and biased by the resilient member so as to move longitudinally. The engaging member is connected to the second rail. A buffering member is located between the positioning member and the first rail. The buffering member maintains the positioning member at a first position relative to the first rail.

Abstract: A slide assembly having an automatic retractable device includes a sliding member, a fixture, a locator, a guiding member provided on a sliding rail, and a stationary rail. The sliding member is slidably disposed in the stationary rail. The fixture is secured at the end of the stationary rail. The locator is disposed in the stationary rail. The sliding member is linked to a first elastic member which urges the sliding member back to the fixture. An engaging plate is provided on the sliding member. The engaging plate has a first end and a second end. The first end of the engaging plate is pivotally connected to the sliding member. An engaging rod is provided on the second end of the engaging plate. The engaging rod is guided to engage with the guiding member of the sliding rail or the locator of the stationary rail.

Abstract: A slide assembly having an automatic retractable device includes a sliding member, a fixing base, a retainer, a guiding member provided on a sliding rail, and a stationary rail. The sliding rail is free to move with respect to the stationary rail. The sliding member is slidably disposed in the stationary rail. The fixing base is secured at the end of the stationary rail. The retainer is disposed in the stationary rail. The sliding member is linked to a first resilient member, which urges the sliding member back to the fixing base. An engaging plate is provided on the sliding member. The engaging plate has a first end and a second end. The first end of the engaging plate is pivotally connected to the sliding member. An engaging rod is provided on the second end of the engaging plate.

Abstract: A slide assembly having an automatic retractable device includes a sliding member, a fixture, a locator, a guiding member provided on a sliding rail, and a stationary rail. The sliding member is slidably disposed in the stationary rail. The fixture is secured at the end of the stationary rail. The locator is disposed in the stationary rail. The sliding member is linked to a first elastic member which urges the sliding member back to the fixture. An engaging plate is provided on the sliding member. The engaging plate has a first end and a second end. The first end of the engaging plate is pivotally connected to the sliding member. An engaging rod is provided on the second end of the engaging plate. The engaging rod is guided to engage with the guiding member of the sliding rail or the locator of the stationary rail.