Many video processing algorithms rely on optical flow to register different frames within a sequence. However, a precise estimation of optical flow is often neither tractable nor optimal for a particular task. In this paper, we propose taskoriented flow (TOFlow), a flow representation tailored for specific video processing tasks. We design a neural network with a motion estimation component and...

The goal of argumentation mining, an evolving research field in computational linguistics, is to design methods capable of analyzing people’s argumentation. In this article, we go beyond the state of the art in several ways. (i) We deal with actual Web data and take up the challenges given by the variety of registers, multiple domains, and unrestricted noisy user-generated Web discourse. (ii) W...

The magnetic field dependence of the transport critical current density has been investigated at temperatures of 78K and 68K in bulk polycrystalline samples of the hightemperature superconductor ReBa2Cu3O7-x, where Re (rare earth) = Y (yttrium), Er (erbium), Yb (ytterbium), Ho (holmium), and Dy (dysprosium). Samples were sintered in 1⁄4 inch pellet form after the conventional ceramic processing...

How genomic selection enables species to adapt to divergent environments is a fundamental question in ecology and evolution. We investigated the genomic signatures of local adaptation in Atlantic cod (Gadus morhua L.) along a natural salinity gradient, ranging from 35‰ in the North Sea to 7‰ within the Baltic Sea. By utilizing a 12 K SNPchip, we simultaneously assessed neutral and adaptive gene...

Phishing is a social engineering cyberattack where criminals deceive users to obtain their credentials through login form that submits the data malicious server. In this paper, we compare machine learning and deep techniques present method capable of detecting phishing websites URL analysis. most current state-of-the-art solutions dealing with detection, legitimate class made up homepages witho...

Abstract This paper introduces the pipeline to extend largest dataset in egocentric vision, EPIC-KITCHENS. The effort culminates EPIC-KITCHENS-100, a collection of 100 hours, 20M frames, 90K actions 700 variable-length videos, capturing long-term unscripted activities 45 environments, using head-mounted cameras. Compared its previous version (Damen Scaling vision: ECCV, 2018), EPIC-KITCHENS-100...

The adult-plant leaf rust resistant gene Lr22a confers broadly effective resistance against the fungal pathogen Puccinia triticina Eriks. (Pt) in wheat that has not been extensively utilized cultivars. objective of this study was to develop robust functional molecular markers using sequence facilitate integration breeding programmes. coding used identify isolated SNPs and four kompetitive allel...

Abstract Multiple previous studies using several different probes have shown considerable evidence for the existence of cosmological‐scale anisotropy and a Hubble‐scale axis. One that show such is distribution directions toward which galaxies spin. The advantage analysis galaxy spin compared to cosmic microwave background ratio relative measurement, therefore less sensitive contamination as Mil...

In this second of two companion papers, we quantify for the first time the global impact on premature mortality of the inter-continental transport of fine aerosols (including sulfate, black carbon, organic carbon, and mineral dust) using the global modeling results of (Liu et al., 2009). Our objective is to estimate the number of premature mortalities in each of ten selected continental regions...