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Scene graph generation (SGG) is built on top of detected objects to predict object pairwise visual relations for describing the image content abstraction. Existing works have revealed that if the links between objects are given as prior knowledge, the performance of SGG is significantly improved. Inspired by this observation, in this article, we propose a relation regularized network (R2-Net), which can predict whether there is a relationship between two objects and encode this relation into object feature refinement and better SGG. Specifically, we first construct an affinity matrix among det...

Abstract Pedestrian motion trajectory prediction is an important task in intelligent driving, and it can provide a valuable reference for the subsequent path decision of intelligent driving. However, so far, there are only a few models in the field of specific pedestrian motion track prediction in intelligent driving from far shot first-person perspective video. To accomplish this task, we proposed a deep learning model for pedestrian motion trajectory prediction from far shot first-person perspective video with four key innovations: a) A macroscopic pedestrian trajectory prediction module is...

Search jobs Molybdenum 99 Market Indicates Notable CAGR growth by 2030| Business Strategy & Forecast A recent market study published by Future Market Insights (FMI) on the Molybdenum-99 market including global industry analysis for 2015-2019 & opportunity assessment for 2020-2030, delivers a comprehensive assessment of the most important market dynamics. After conducting a thorough research on the historical as well as current growth parameters of the Molybdenum-99 market, growth prospects are obtained with maximum precision. Molybdenum-99 Market: Segmentation The glo...