Abstract:
Image-based features may be significantly correlated with click-through rates of images that depict a product, which may provide a more formal basis for the informal notion that good quality images will result in better click-through rates, as compared to poor quality images. Accordingly, an image assessment machine is configured to analyze image-based features to improve click-through rates for shopping search applications (e.g., a product search engine). Moreover, the image assessment machine may rank search results based on image quality factors and may notify sellers about low quality images. This may have the effect of improving the brand value for an online shopping website and accordingly have a positive long-term impact on the online shopping website.
Abstract:
A system and method extracts relevant image features about listed products in a network-based publication system for enabling image similarity searching of such listed products. When a seller lists a product, an image of the product is uploaded and may be sent to a picture processing service, which generates several digests. The digests are compressed data structures each representing a particular image feature of a listed product such as edge, color, texture, or words. These digests are then stored in a database, where the digests can be used to retrieve listings of products by image similarity at scale. A similar process can be performed for a query by image similarity searching the database for products similar to the query. When a product is located by image similarity search, a selectable icon is provided to enable more products like the located product to be located by image similarity search.
Abstract:
Techniques for identifying prohibited information within an image are described. For example, a machine accesses an image that depicts an item. The image may include prohibited information that is disallowed in accordance with a policy. The machine identifies the prohibited information within the image based on an analysis of the image. The machine initiates a response to the prohibited information based on the identifying of the prohibited information within the image.
Abstract:
A method and system provide video-based results. In response to a request, listings associated with the request are determined, and a single results video is generated based on the listings. The results video is provided for presentation to provide details from the listings. When a select request is detected while the video is being presented, a listing associated with the select request is provided for display.
Abstract:
A metadata extraction machine accesses an image that depicts an item. The item depicted in the image may have an attribute that describes a characteristic of the item and an attribute descriptor that corresponds to the attribute of the item and specifies a value of the attribute. The metadata extraction machine performs an analysis of the image. The analysis may include identifying the attribute descriptor corresponding to the attribute based on image segmentation of the image. The metadata extraction machine transmits a communication to a device of a user based on the identifying of the attribute descriptor corresponding to the attribute of the item depicted in the image.
Abstract:
A system and method, which may be an offline method, extracts relevant image features about listing items in a network-based publication system for enabling image similarity searching of such listing items. When a seller lists an item, an image of the item is uploaded and may be sent to a picture processing service, which generates several digests. The digests are compressed data structures each representing a particular image feature such as edge, color, texture, or words. These digests are then stored in a search database, where the digests can be used to retrieve listings by image similarity at scale. A similar process can be performed for a query listing for searching the search database for items similar to the query listing.
Abstract:
Method and system is described to effectuate a single click upload of images from a mobile device. The system comprises a user interface comprising a visual control provided by an on-line service and a camera integration module. The camera integration module detects a single click at a mobile device, the single click being to activate the visual control provided by the on-line service and, in response to the detecting, activates a camera provided with the mobile device of the user, detects a resulting image captured by the camera, and uploads the resulting image from the mobile device of the user to a server system associated with the on-line service.
Abstract:
A metadata extraction machine accesses an image that depicts an item. The item depicted in the image may have an attribute that describes a characteristic of the item and an attribute descriptor that corresponds to the attribute of the item and specifies a value of the attribute. The metadata extraction machine performs an analysis of the image. The analysis may include identifying the attribute descriptor corresponding to the attribute based on image segmentation of the image. The metadata extraction machine transmits a communication to a device of a user based on the identifying of the attribute descriptor corresponding to the attribute of the item depicted in the image.
Abstract:
Method and system to provide users with access to authoritative sets of various collectable items and to permit users create and manage their own sets based on the respective authoritative sets are described. An authoritative set may be a collection of images representing collectable items. Access to an authoritative set may be provided via a web site that facilitates a community space where users can compare their collected sets to the authoritative set and determine what products may be missing for their user's set.
Abstract:
Method and system to provide users with access to authoritative sets of various collectable items and to permit users create and manage their own sets based on the respective authoritative sets are described. An authoritative set may be a collection of images representing collectable items. Access to an authoritative set may be provided via a web site that facilitates a community space where users can compare their collected sets to the authoritative set and determine what products may be missing for their user's set.