Abstract:
The present disclosure discloses a method and system for inspecting cargoes. The method comprises: acquiring a transmission image of the inspected cargoes; processing the transmission image to acquire an interested region; extracting features from the interested region, and determining cargo information of the inspected cargoes according to the extracted features; and providing a proposed treatment suggestion of the cargoes based on the determined cargo information and at least a part of information in a manifest.
Abstract:
Disclosed are a retrieving system and a retrieving method based on content of fluoroscopic images, the retrieving system (100) comprising: a pre-classifying module (101), configured to pre-classify fluoroscopic images; an image content feature extracting module (102), configured to perform feature extraction for contents of the fluoroscopic images; an image representing module (103), configured to construct an image representation vector; a retrieving module (104), configured to construct a result of preliminary candidates; a diversified filtering module (105), configured to filter the result of preliminary candidates, select an image subset capable of covering a plurality of article categories, and thereby construct a diversified retrieval result; a correlation feedback regulating module (106), configured to receive information feedback on the retrieval result from a user, and update the retrieval model; and an interacting module (107), configured to display the retrieval result, and collect feedback on user's satisfaction of the retrieval result.
Abstract:
Disclosed are a retrieving system and a retrieving method based on content of fluoroscopic images, the retrieving system (100) comprising: a pre-classifying module (101), configured to pre-classify fluoroscopic images; an image content feature extracting module (102), configured to perform feature extraction for contents of the fluoroscopic images; an image representing module (103), configured to construct an image representation vector; a retrieving module (104), configured to construct a result of preliminary candidates; a diversified filtering module (105), configured to filter the result of preliminary candidates, select an image subset capable of covering a plurality of article categories, and thereby construct a diversified retrieval result; a correlation feedback regulating module (106), configured to receive information feedback on the retrieval result from a user, and update the retrieval model; and an interacting module (107), configured to display the retrieval result, and collect feedback on user's satisfaction of the retrieval result.
Abstract:
The present invention relates to a fluoroscopic inspection system for automatic classification and recognition of cargoes. The system includes: an image data acquiring unit, configured to perform scanning and imaging for a container by using an X-ray scanning device to acquire a scanned image; an image segmenting unit, configured to segment the scanned image into small regions each having similar gray scales and texture features; a feature extracting unit, configured to extract features of the small regions; a training unit, configured to generate a classifier according to annotated images; and a classification and recognition unit, configured to recognize the small regions by using the classifier according to the extracted features, to obtain a probability of each small region pertaining to a certain category of cargoes, and merge small regions to obtain large regions each representing a category.
Abstract:
The present invention relates to a fluoroscopic inspection system for automatic classification and recognition of cargoes. The system includes: an image data acquiring unit, configured to perform scanning and imaging for a container by using an X-ray scanning device to acquire a scanned image; an image segmenting unit, configured to segment the scanned image into small regions each having similar gray scales and texture features; a feature extracting unit, configured to extract features of the small regions; a training unit, configured to generate a classifier according to annotated images; and a classification and recognition unit, configured to recognize the small regions by using the classifier according to the extracted features, to obtain a probability of each small region pertaining to a certain category of cargoes, and merge small regions to obtain large regions each representing a category.
Abstract:
This invention relates generally to the field of cell separation or isolation. In particular, the invention provides a method for separating cells, which method comprises: a) selectively staining cells to be separated with a dye so that there is a sufficient difference in a separable property of differentially stained cells; and b) separating said differentially stained cells via said separable property. Preferably, the separable property is dielectrophoretic property of the differentially stained cells and the differentially stained cells are separated or isolated via dielectrophoresis. Methods for separating various types of cells in blood samples are also provided. Centrifuge tubes useful in density gradient centrifugation and dielectrophoresis isolation devices useful for separating or isolating various types of cells are further provided.
Abstract:
This invention relates generally to the field of cell separation or isolation. In particular, the invention provides a method for separating cells, which method comprises: a) selectively staining cells to be separated with a dye so that there is a sufficient difference in a separable property of differentially stained cells; and b) separating said differentially stained cells via said separable property. Preferably, the separable property is dielectrophoretic property of the differentially stained cells and the differentially stained cells are separated or isolated via dielectrophoresis. Methods for separating various types of cells in blood samples are also provided. Centrifuge tubes useful in density gradient centrifugation and dielectrophoresis isolation devices useful for separating or isolating various types of cells are further provided.