Abstract: Aspects of this disclosure include technologies for character-based text detection and recognition. The disclosed single-stage model is configured for joint text detection and word recognition in natural images. In the disclosed solution, a character recognition branch is integrated into a word detection model. This results in an end-to-end trainable model that can implement text detection and word recognition jointly. Further, the disclosed technical solution includes an iterative character detection method, which is configured to generate character-level bounding boxes on real-world images by using synthetic data first.

Abstract: Examples disclosed herein relate to a gaming device including a memory, a processor, a display, and a call tower. The call tower extends upwardly from the gaming device, such as above the display. The call tower includes a call tower video display and may include one or more plates, such as light or image plates. The gaming device includes a processor which presents a game via the display and causes the plates and/or call tower video display to display information, such as images.

Abstract: A cooking appliance includes a heating cavity with a heat source. A cavity connector is disposed within the heating cavity and a rack is slidably coupled with a sliding structure disposed within the heating cavity. A powered accessory has a connecting plug and is engageable with the rack. The connecting plug is configured to be in selective communication with the cavity connector. A first locating assembly is configured to locate and engage the powered accessory with the rack and is coupled to the powered accessory. A second locating assembly is disposed between the sliding structure and a pair of opposing sidewalls of the heating cavity.

Abstract: A controller may process a plurality of video frames to determine an apparent motion of each pixel of one or more pixels or each group of pixels of one or more groups of pixels of each video frame of the plurality of video frames. The controller may select one or more processed video frames, of the plurality of processed video frames, that correspond to a duration of time and may generate a composite video frame based on the one or more processed video frames. The controller may generate a video frame mask based on the composite video frame and may obtain additional video data that includes at least one additional video frame. The controller may cause the video frame mask to be applied to the at least one additional video frame and may cause the at least one additional video frame to be processed using an object detection technique.

Abstract: Aspects of this disclosure include technologies for appearance-flow-based image generation. In applications for pose-guided person image generation or virtual try-on, the disclosed system can model the appearance flow between source and target clothing regions. Further, a cascaded appearance flow estimation network is used to progressively refine the appearance flow. The resulting appearance flow can properly encode the geometric changes between the source and the target for image generation.

Abstract: Aspects of this disclosure include technologies for detecting mislabeled products. In one embodiment, the disclosed system will capture an image of a product when the MRL of the product is scanned or being scanned. After recognizing the product in the image, the size of the area containing the product may be calculated. Subsequently, the disclosed system can determine whether the MRL mismatches the product in the image if this size of the area containing the product does not match the standard size associated with the MRL.

Abstract: Aspects of this disclosure include technologies for object registration based on a dual-stream pyramid registration network, which is configured to compute multi-scale deformation fields from dual feature pyramids. The disclosed technologies further enable the multi-scale deformation fields to be refined in a coarse-to-fine manner, resulting in the capability for handling significant deformations between two objects, such as large displacements in spatial domain or slice space. Further, the disclosed technologies enable various functions based on the registered objects, such as automatic labeling, image comparison and differentiation, and medical image registration and navigation.

Abstract: A laser heater assembly for a vaporizer includes a power source, a laser source, a lens, and a reaction chamber. The lens is disposed within the optical path. During operation, the laser source emits light, the light propagating along an optical path during operation of the light source. The lens receives the emitted light from the laser source, and outputs a modified light having an energy profile that is substantially spatially uniform. The modified light traverses at least a portion of an opening of the reaction chamber and vaporizes a vaporization substance (e.g., a dry plant material) received within the reaction chamber. The emitted light can be collimated light, and the modified light can be a homogeneous line profile beam.

Abstract: A trustable information chain management system for facilitating supply chain and/or marketplace transactions involved with the fishing, seafood, or other industries, and associated methods, is disclosed herein. In some embodiments, a computer-implemented method for creating an information chain for a transaction related to a seafood product is provided. In some embodiments the method can include: receiving, by a first entity, a first information chain packet, wherein the first information chain packet includes first data of a first transaction related to the seafood product; decrypting at least a portion of the first information chain packet; creating a packet base including (1) second data of a second, subsequent transaction related to the seafood product and (2) a reference to the first information chain packet; generating a second information chain packet by encrypting at least a portion of the packet base; and transmitting the second information chain packet to a second entity.

Abstract: In certain aspects, the disclosure provides soluble heteromeric polypeptide complexes comprising an extracellular domain of a type I serine/threonine kinase receptor of the TGF-beta family and an extracellular domain of a type II serine/threonine kinase receptor of the TGF-beta family. In some embodiments, the disclosure provides soluble polypeptide complexes comprising an extracellular domain of a type II receptor selected from: ActRIIA, ActRIIB, TGFBRII, BMPRII, and MISRII. In some embodiments, the disclosure provides soluble polypeptide complexes comprising an extracellular domain of a type I receptor selected from: ALK1, ALK2, ALK3, ALK4, ALK5, ALK6, and ALK7. Optionally the soluble complex is a heterodimer. In certain aspects, such soluble polypeptide complexes may be used to regulate (promote or inhibit) growth of tissues or cells including, for example, muscle, bone, cartilage, fat, neural tissue, tumors, cancerous cells, and/or cells of hematopoietic lineages, including red blood cells.

Abstract: Weakly supervised instance segmentation refers to the task of training a system to detect object locations and segment instances of the detected objects, where the training data includes only images and image-level labels. This disclosure includes an enhanced pipeline and enhanced training methods that progressively mine pixel-wise labels, when trained via image-level labels. Four cascaded modules are employed, including: a multi-label classification module, an object detection module, an instance refinement module, and instance segmentation module. The modules share a common backbone. The cascaded pipeline is trained alternatively with a curriculum learning strategy which generalizes image level supervision to pixel level supervision, and a post validation training stage, which runs in the inverse order. In the curriculum learning stage, a proposal refinement sub-module is employed to locate object parts and finding key pixels during classification.

Abstract: A controller may process a plurality of video frames to determine an apparent motion of each pixel of one or more pixels or each group of pixels of one or more groups of pixels of each video frame of the plurality of video frames. The controller may select one or more processed video frames, of the plurality of processed video frames, that correspond to a duration of time and may generate a composite video frame based on the one or more processed video frames. The controller may generate a video frame mask based on the composite video frame and may obtain additional video data that includes at least one additional video frame. The controller may cause the video frame mask to be applied to the at least one additional video frame and may cause the at least one additional video frame to be processed using an object detection technique.

Abstract: Systems and methods for dynamic modification of an amusement ride are disclosed herein. The system can include a simulation vehicle including a plurality of controls and at least one interface. The system can include a content presentation system, and a processor. The processor can: provide content to the at least one passenger; identify a user skill level based on a plurality of user inputs received by at least some of the plurality of controls of the simulation vehicle; identify a modification to a difficulty of the ride experience based in part on the identified user skill level; and modify the difficulty of the ride experience according to the identified modification.

Abstract: An example system includes an advancement mechanism to drive print medium into a stacking region, a clamping mechanism, and a controller. The clamping mechanism includes a trailing edge clamping arrangement in a trailing edge portion of the stacking region and at least one downstream clamping arrangement in a downstream portion of the stacking region, the downstream portion being downstream of the trailing edge portion. The controller is to sequentially actuate the trailing edge clamping arrangement and the at least one downstream clamping arrangement when the advancement mechanism transports a print medium into the stacking region.

Abstract: Aspects of the technology described herein provide a system for improved synthesis of a target domain image from a source domain image. A generator that performs the synthesis is formed based on the texture propagation from the first domain to the second domain with a bidirectional generative adversarial network, which is trained for the texture propagation with a shape prior constraint.

Abstract: Aspects of the technology described herein provide a system for improved synthesis of a target domain image from a source domain image. A generator that performs the synthesis is formed based on texture propagation from the first domain to the second domain by making use of a bidirectional generative adversarial network. A framework is provided for training that includes texture propagation with a shape prior constraint.

Abstract: In certain aspects, the present invention provides compositions and methods for increasing red blood cell and/or hemoglobin levels in vertebrates, including rodents and primates, and particularly in humans.

Abstract: The present invention is directed to a method of treating skin and scalp comprising applying on the scalp or skin a composition comprising a scalp care active selected from the group consisting of 2-Pyridinol-N-oxide, a pyrithione or a polyvalent metal salt of pyrithione, one or more iron chelator having an A log P value of greater than or equal to 0.4 and mixtures therein; exposing the scalp and skin to electromagnetic radiation having wavelength from about 350 nm to about 500 nm and power from about about 0.1 mWatts/cm2 to about 1000 mWatts/cm2 and for a time period from about 2 seconds to about 5 minutes; wherein the antimicrobial treatment results in reduction of fungal growth as measured by the Fungal Growth Sensitivity Test of at least 50% compared to the dark sample.

Abstract: The present disclosure relates to a synthetic Túngara frog foam composition. The synthetic Túngara frog foam composition comprises six synthetically synthesized ranaspumin proteins (RSN-1 to RSN-6) wherein only the active segments of the RSN proteins are synthesized and six synthetically synthesized polysaccharides comprising four tetrasaccharides, a heptasaccharide and a nonasaccharide. Multiple novel applications of the foam are described.

Abstract: In one example, a system can include a media pathway to transport a media into a stacking region, a clamp pathway to move a clamp along the clamp pathway, and a registration surface. The registration surface may be positioned between an edge of the media pathway and the clamp pathway.