Abstract: Provided are a facial expression recognition method and system combined with an attention mechanism. The method comprises: detecting faces comprised in each video frame in a video sequence, and extracting corresponding facial ROIs, so as to obtain facial pictures in each video frame; aligning the facial pictures in each video frame on the basis of location information of facial feature points of the facial pictures; inputting the aligned facial pictures into a residual neural network, and extracting spatial features of facial expressions corresponding to the facial pictures; inputting the spatial features of the facial expressions into a hybrid attention module to acquire fused features of the facial expressions; inputting the fused features of the facial expressions into a gated recurrent unit, and extracting temporal features of the facial expressions; and inputting the temporal features of the facial expressions into a fully connected layer, and classifying and recognizing the facial expressions.

Abstract: The present disclosure provides a non-contact fatigue detection system and method based on rPPG. The system and method adopt multi-thread synchronous communication for real-time acquisition and processing of rPPG signal, enabling fatigue status detection. In this setup, the first thread handles real-time rPPG data capture, storage and concatenation, while the second thread conducts real-time analysis and fatigue detection of rPPG data. Through a combination of skin detection and LUV color space conversion, rPPG raw signal extraction is achieved, effectively eliminating interference from internal and external environmental facial noise; Subsequently, an adaptive multi-stage filtering process enhances the signal-to-noise ratio, and a multi-dimensional fusion CNN model ensures accurate detection of respiration and heart rate.

Abstract: A method and a system for rendering a boundary of a map area within a game map, a computer readable storage medium, and a method for rendering includes: obtaining a boundary of a map area within a game map, and expanding the boundary toward the inside of the boundary along a normal direction of the boundary to form a fuzzy boundary; obtaining each boundary vertex of the fuzzy boundary, and linearly extending a preset distance from the boundary vertex along the normal direction of the fuzzy boundary to form a boundary grid; rendering a boundary color within a first range between the fuzzy boundary and the boundary grid, and rendering a boundary transparency within a second range that expands a preset distance from the fuzzy boundary to the inside of the boundary; rendering the boundary color from the first range with convolutional incremental expansion until the second range is covered.

Abstract: The present invention belongs to the technical field of preparing isocyanate derivatives, and particularly relates to a storage-stable polyisocyanate composition and a preparation method therefor. The method comprises: in the presence of a catalyst system, subjecting an isocyanate monomer to a polymerization reaction; terminating the reaction after a suitable conversion rate is reached, so as to obtain a polyisocyanate reaction solution; and then performing heat treatment on the obtained polyisocyanate reaction solution to obtain a heat-treated polyisocyanate mixture, wherein the heat treatment temperature is 10-30° C. higher than the heat-sensitive temperature of the obtained polyisocyanate product, and the heat treatment time is 5-30 min; and then performing separation treatment on the heat-treated polyisocyanate mixture. When the polyisocyanate composition of the present invention is stored at 50° C.

Abstract: A method and a system for rendering a boundary of a map area within a game map, a computer readable storage medium, and a method for rendering includes: obtaining a boundary of a map area within a game map, and expanding the boundary toward the inside of the boundary along a normal direction of the boundary to form a fuzzy boundary; obtaining each boundary vertex of the fuzzy boundary, and linearly extending a preset distance from the boundary vertex along the normal direction of the fuzzy boundary to form a boundary grid; rendering a boundary color within a first range between the fuzzy boundary and the boundary grid, and rendering a boundary transparency within a second range that expands a preset distance from the fuzzy boundary to the inside of the boundary; rendering the boundary color from the first range with convolutional incremental expansion until the second range is covered.

Abstract: The present application provides a storage-stable polyisocyanate composition and a preparation method. The polyisocyanate composition is obtained by selecting one or more diisocyanate from aliphatic diisocyanates and alicyclic diisocyanates, and reacting same with an alcohol compound; the polyisocyanate composition contains an isocyanurate group, a uretdione group, a carbamate group, and an allophanate group; within the polyisocyanate composition, the molar ratio of the carbamate group/(uretdione group+isocyanurate group) is 0.01-0.2, and preferably 0.01-0.1. Compared to existing techniques, the present application has the advantage of a noticeable increase in system viscosity of uretdione polyisocyanate during storage. With the present application, by means of controlling the ratio of the carbamate group/(uretdione group+isocyanurate group) within the system, the increase in viscosity of a product during storage is inhibited, thereby improving the storage stability of the product.

Abstract: Disclosed is an imine-type quaternary ammonium salt catalyst, wherein the catalyst has a general structure formula shown by formula I below; in the formula, R1 and R2, respectively, are independently selected from a C1-C20 linear alkyl or a branched C3-C20 alkyl, and a C1-C20 hydroxylalkyl, a C3-C8 cycloalkyl, and arylated alkyl; R3 is a linear or branched alkyl, cycloalkyl or aryl; and R4 is hydrogen, aryl, a linear C1-C15 alkyl or branched C3-C15 alkyl. Also disclosed are a method for preparing the catalyst and a polyisocyanate composition prepared therefrom. The catalyst, by introducing an imine structure, on the basis of ensuring high catalytic activity thereof, is allowed to have properties of high temperature decomposition and inactivation, and when applied to the synthesis of polyisocyanate, can effectively prevent the risk of explosive polymerization caused by an uncontrolled reaction.

Abstract: Disclosed is an imine-type quaternary ammonium salt catalyst, wherein the catalyst has a general structure formula shown by formula I below; in the formula, R1 and R2, respectively, are independently selected from a C1-C20 linear alkyl or a branched C3-C20 alkyl, and a C1-C20 hydroxylalkyl, a C3-C8 cycloalkyl, and arylated alkyl; R3 is a linear or branched alkyl, cycloalkyl or aryl; and R4 is hydrogen, aryl, a linear C1-C15 alkyl or branched C3-C15 alkyl. Also disclosed are a method for preparing the catalyst and a polyisocyanate composition prepared therefrom. The catalyst, by introducing an imine structure, on the basis of ensuring high catalytic activity thereof, is allowed to have properties of high temperature decomposition and inactivation, and when applied to the synthesis of polyisocyanate, can effectively prevent the risk of explosive polymerization caused by an uncontrolled reaction.

Abstract: Traditionally, setting a data breakpoint in a debugger for an execution environment that uses compacting garbage collection is ineffective as a compacting garbage collector moves data around in memory as part of its compaction process. Traditional debugging approaches such as tracing each insertion, etc. are impractical because of the quantity of operations encountered in a typical program. Described herein is a data breakpoint for a compacting garbage collection environment in which data breakpoints are disabled while the garbage collector is running, creating notifications for move operations, batching the notifications, retargeting data breakpoints and using the batched notifications to re-enable the disabled breakpoints.

Abstract: Traditionally, setting a data breakpoint in a debugger for an execution environment that uses compacting garbage collection is ineffective as a compacting garbage collector moves data around in memory as part of its compaction process. Traditional debugging approaches such as tracing each insertion, etc. are impractical because of the quantity of operations encountered in a typical program. Described herein is a data breakpoint for a compacting garbage collection environment in which data breakpoints are disabled while the garbage collector is running, creating notifications for move operations, batching the notifications, retargeting data breakpoints and using the batched notifications to re-enable the disabled breakpoints.