31 research outputs found

    Semantic Expectation Effects on Object Detection: Using Figure Assignment to Elucidate Mechanisms

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    Recent evidence suggesting that object detection is improved following valid rather than invalid labels implies that semantics influence object detection. It is not clear, however, whether the results index object detection or feature detection. Further, because control conditions were absent and labels and objects were repeated multiple times, the mechanisms are unknown. We assessed object detection via figure assignment, whereby objects are segmented from backgrounds. Masked bipartite displays depicting a portion of a mono-oriented object (a familiar configuration) on one side of a central border were shown once only for 90 or 100 ms. Familiar configuration is a figural prior. Accurate detection was indexed by reports of an object on the familiar configuration side of the border. Compared to control experiments without labels, valid labels improved accuracy and reduced response times (RTs) more for upright than inverted objects (Studies 1 and 2). Invalid labels denoting different superordinate-level objects (DSC; Study 1) or same superordinate-level objects (SSC; Study 2) reduced accuracy for upright displays only. Orientation dependency indicates that effects are mediated by activated object representations rather than features which are invariant over orientation. Following invalid SSC labels (Study 2), accurate detection RTs were longer than control for both orientations, implicating conflict between semantic representations that had to be resolved before object detection. These results demonstrate that object detection is not just affected by semantics, it entails semantics. © 2022 by the authors. Licensee MDPI, Basel, Switzerland.Open access journalThis item from the UA Faculty Publications collection is made available by the University of Arizona with support from the University of Arizona Libraries. If you have questions, please contact us at [email protected]

    Radiative Heat Transfer for Emitting, Absorbing and Scattering Planar Media

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    485 p.Thesis (Ph.D.)--University of Illinois at Urbana-Champaign, 1985.This analytical and experimental effort is directed toward understanding and predicting the radiative heat transfer in planar gas and particulate systems. The analysis models both nongray absorption of the gas phase by the exponential wide band model and the redirection of radiant energy by particulate scattering through the optical path length concept. The total hemispherical emittance for a single gas species in an isothermal planar layer with scattering particulate is developed. Exact results for a gas species of H(,2)O or CO(,2) are presented. A factor to incorporate scattering is presented to more easily utilize the analysis. The analysis is also applied to typical combustion processes. The results are given in terms of variables which are known or easily measured.A solution technique is also developed which predicts the radiative heat transfer in a layer having any temperature distribution. The analysis is not restricted to heat transfer, however, and can be applied to radiative transfer for a medium having any internal source distribution. The solution technique predicts the transfer from any single source by solving the photon equation of transfer. Path length distributions are shown for a number of layers and source locations. The technique models isothermal layers very accurately by summing the contributions from a finite number of sources. By weighting the sources appropriately, a nonisothermal layer of particulate is modeled. Results indicate the effect of the cold boundary region on the flux leaving the layer.An experimental system is developed to obtain a hot layer of gas and particulate which flows through a test section with cooled walls. Intrusive probes characterize the medium in terms of particle loading and temperature, and the normally-directed energy emitted from the one dimensional planar medium is measured radiometrically. Gas and particle flow are controlled. An optical system is designed to obtain spectral emittance data from the layer.An experimental investigation is undertaken yielding emittance data from a layer containing carbon dioxide and nitrogen gases, and particulate of BNi-2. Emittance data is presented and exhibits the effects of particulate scattering. An extension of the 4.3 micron carbon dioxide band wings due to scattering is noted. Emittance data for both pure gas and gas and particulate media are compared to analytical predictions.U of I OnlyRestricted to the U of I community idenfinitely during batch ingest of legacy ETD

    The Influence of Semantics on Figure Assignment: Unmasked Primes, Masked Primes, and Context

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