ACM Transactions on Applied Perception最新文献_第7页

Stealth Updates of Visual Information by Leveraging Change Blindness and Computational Visual Morphing 利用变化盲性和计算视觉变形实现视觉信息的隐身更新

IF 1.6 4区计算机科学

ACM Transactions on Applied Perception Pub Date : 2021-10-31 DOI: 10.1145/3486581

Shunichi Kasahara, Kazuma Takada

引用次数: 3

Learning GAN-Based Foveated Reconstruction to Recover Perceptually Important Image Features 基于学习GAN的Fovead重建恢复感知重要图像特征

IF 1.6 4区计算机科学

ACM Transactions on Applied Perception Pub Date : 2021-08-07 DOI: 10.1145/3583072

L. Surace, Marek Wernikowski, C. Tursun, K. Myszkowski, R. Mantiuk, P. Didyk

{"title":"Learning GAN-Based Foveated Reconstruction to Recover Perceptually Important Image Features","authors":"L. Surace, Marek Wernikowski, C. Tursun, K. Myszkowski, R. Mantiuk, P. Didyk","doi":"10.1145/3583072","DOIUrl":"https://doi.org/10.1145/3583072","url":null,"abstract":"A foveated image can be entirely reconstructed from a sparse set of samples distributed according to the retinal sensitivity of the human visual system, which rapidly decreases with increasing eccentricity. The use of generative adversarial networks (GANs) has recently been shown to be a promising solution for such a task, as they can successfully hallucinate missing image information. As in the case of other supervised learning approaches, the definition of the loss function and the training strategy heavily influence the quality of the output. In this work,we consider the problem of efficiently guiding the training of foveated reconstruction techniques such that they are more aware of the capabilities and limitations of the human visual system, and thus can reconstruct visually important image features. Our primary goal is to make the training procedure less sensitive to distortions that humans cannot detect and focus on penalizing perceptually important artifacts. Given the nature of GAN-based solutions, we focus on the sensitivity of human vision to hallucination in case of input samples with different densities. We propose psychophysical experiments, a dataset, and a procedure for training foveated image reconstruction. The proposed strategy renders the generator network flexible by penalizing only perceptually important deviations in the output. As a result, the method emphasized the recovery of perceptually important image features. We evaluated our strategy and compared it with alternative solutions by using a newly trained objective metric, a recent foveated video quality metric, and user experiments. Our evaluations revealed significant improvements in the perceived image reconstruction quality compared with the standard GAN-based training approach.","PeriodicalId":50921,"journal":{"name":"ACM Transactions on Applied Perception","volume":"20 1","pages":"1 - 23"},"PeriodicalIF":1.6,"publicationDate":"2021-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47163571","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

MovEcho: A Gesture-Sound Interface Allowing Blind Manipulations in a Driving Context MovEcho:一个手势-声音界面，允许在驾驶环境中进行盲操作

IF 1.6 4区计算机科学

ACM Transactions on Applied Perception Pub Date : 2021-01-01 DOI: 10.1145/3464692

Benjamin Bressolette, Sébastien Denjean, Vincent Roussarie, M. Aramaki, S. Ystad, R. Kronland-Martinet

引用次数: 1

Translational and Rotational Arrow Cues (TRAC) Navigation Method for Manual Alignment Tasks. 手动对齐任务的平移和旋转箭头提示(TRAC)导航方法。

IF 1.6 4区计算机科学

ACM Transactions on Applied Perception Pub Date : 2020-03-01 Epub Date: 2020-02-10 DOI: 10.1145/3375001

David E Usevitch, Adam J Sperry, Jake J Abbott

{"title":"Translational and Rotational Arrow Cues (TRAC) Navigation Method for Manual Alignment Tasks.","authors":"David E Usevitch, Adam J Sperry, Jake J Abbott","doi":"10.1145/3375001","DOIUrl":"https://doi.org/10.1145/3375001","url":null,"abstract":"Many tasks in image-guided surgery require a clinician to manually position an instrument in space, with respect to a patient, with five or six degrees of freedom (DOF). Displaying the current and desired pose of the object on a 2D display such as a computer monitor is straightforward. However, providing guidance to accurately and rapidly navigate the object in 5-DOF or 6-DOF is challenging. Guidance is typically accomplished by showing distinct orthogonal viewpoints of the workspace, requiring simultaneous alignment in all views. Although such methods are commonly used, they can be quite unintuitive, and it can take a long time to perform an accurate 5-DOF or 6-DOF alignment task. In this article, we describe a method of visually communicating navigation instructions using translational and rotational arrow cues (TRAC) defined in an object-centric frame, while displaying a single principal view that approximates the human's egocentric view of the physical object. The target pose of the object is provided but typically is used only for the initial gross alignment. During the accurate-alignment stage, the user follows the unambiguous arrow commands. In a series of human-subject studies, we show that the TRAC method outperforms two common orthogonal-view methods-the triplanar display, and a sight-alignment method that closely approximates the Acrobot Navigation System-in terms of time to complete 5-DOF and 6-DOF navigation tasks. We also find that subjects can achieve 1 mm and 1° accuracy using the TRAC method with a median completion time of less than 20 seconds.","PeriodicalId":50921,"journal":{"name":"ACM Transactions on Applied Perception","volume":"17 1","pages":"1-19"},"PeriodicalIF":1.6,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1145/3375001","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"39014571","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 4

Perceptual Attributes Analysis of Real-world Materials 现实世界材料的感知属性分析

IF 1.6 4区计算机科学

ACM Transactions on Applied Perception Pub Date : 2019-03-01 DOI: 10.1145/3301412

J. Filip, M. Kolafová

引用次数: 4

Plastination - an Innovative Preservative Technique In Anatomy 塑化——解剖学中一种创新的防腐技术

IF 1.6 4区计算机科学

ACM Transactions on Applied Perception Pub Date : 2018-11-23 DOI: 10.24966/tap-7752/100003

Anas Sarwar Qureshi

引用次数: 6

Keppi: A Tangible User Interface for Self-Reporting Pain. Keppi：用于自我报告疼痛的有形用户界面。

IF 1.6 4区计算机科学

ACM Transactions on Applied Perception Pub Date : 2018-04-01 DOI: 10.1145/3173574.3174076

Alexander T Adams, Phil Adams, Elizabeth L Murnane, Mike Elfenbein, Shruti Sannon, Geri Gay, Tanzeem Choudhury, Pamara F Chang

{"title":"Keppi: A Tangible User Interface for Self-Reporting Pain.","authors":"Alexander T Adams, Phil Adams, Elizabeth L Murnane, Mike Elfenbein, Shruti Sannon, Geri Gay, Tanzeem Choudhury, Pamara F Chang","doi":"10.1145/3173574.3174076","DOIUrl":"10.1145/3173574.3174076","url":null,"abstract":"Motivated by the need to support those self-managing chronic pain, we report on the development and evaluation of a novel pressure-based tangible user interface (TUI) for the self-report of scalar values representing pain intensity. Our TUI consists of a conductive foam-based, force-sensitive resistor (FSR) covered in a soft rubber with embedded signal conditioning, an ARM Cortex-M0 microprocessor, and Bluetooth Low Energy (BLE). In-lab usability and feasibility studies with 28 participants found that individuals were able to use the device to make reliable reports with four degrees of freedom as well map squeeze pressure to pain level and visual feedback. Building on insights from these studies, we further redesigned the FSR into a wearable device with multiple form factors, including a necklace, bracelet, and keychain. A usability study with an additional 7 participants from our target population, elderly individuals with chronic pain, found high receptivity to the wearable design, which offered a number of participant-valued characteristics (e.g., discreetness) along with other design implications that serve to inform the continued refinement of tangible devices that support pain self-assessment.","PeriodicalId":50921,"journal":{"name":"ACM Transactions on Applied Perception","volume":"2018 ","pages":""},"PeriodicalIF":1.6,"publicationDate":"2018-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1145/3173574.3174076","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"36774242","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 33

Top-Down Influences in the Detection of Spatial Displacement in a Musical Scene 自上而下对音乐场景空间位移检测的影响

IF 1.6 4区计算机科学

ACM Transactions on Applied Perception Pub Date : 2016-08-25 DOI: 10.1145/2911985

G. Marentakis, Cathryn Griffiths, S. McAdams

引用次数: 0

A Proposed Methodology for Evaluating HDR False Color Maps 一种评估HDR假色图的方法

IF 1.6 4区计算机科学

ACM Transactions on Applied Perception Pub Date : 2016-08-25 DOI: 10.1145/2911986

A. Akyüz, Osman Kaya

{"title":"A Proposed Methodology for Evaluating HDR False Color Maps","authors":"A. Akyüz, Osman Kaya","doi":"10.1145/2911986","DOIUrl":"https://doi.org/10.1145/2911986","url":null,"abstract":"Color mapping, which involves assigning colors to the individual elements of an underlying data distribution, is a commonly used method for data visualization. Although color maps are used in many disciplines and for a variety of tasks, in this study we focus on its usage for visualizing luminance maps. Specifically, we ask ourselves the question of how to best visualize a luminance distribution encoded in a high-dynamic-range (HDR) image using false colors such that the resulting visualization is the most descriptive. To this end, we first propose a definition for descriptiveness. We then propose a methodology to evaluate it subjectively. Then, we propose an objective metric that correlates well with the subjective evaluation results. Using this metric, we evaluate several false coloring strategies using a large number of HDR images. Finally, we conduct a second psychophysical experiment using images representing a diverse set of scenes. Our results indicate that the luminance compression method has a significant effect and the commonly used logarithmic compression is inferior to histogram equalization. Furthermore, we find that the default color scale of the Radiance global illumination software consistently performs well when combined with histogram equalization. On the other hand, the commonly used rainbow color scale was found to be inferior. We believe that the proposed methodology is suitable for evaluating future color mapping strategies as well.","PeriodicalId":50921,"journal":{"name":"ACM Transactions on Applied Perception","volume":"33 1","pages":"2:1-2:18"},"PeriodicalIF":1.6,"publicationDate":"2016-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80271568","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 5

Effects of Visual Latency on Vehicle Driving Behavior 视觉延迟对车辆驾驶行为的影响

IF 1.6 4区计算机科学

ACM Transactions on Applied Perception Pub Date : 2016-08-25 DOI: 10.1145/2971320

Björn Blissing, F. Bruzelius, Olle Eriksson

{"title":"Effects of Visual Latency on Vehicle Driving Behavior","authors":"Björn Blissing, F. Bruzelius, Olle Eriksson","doi":"10.1145/2971320","DOIUrl":"https://doi.org/10.1145/2971320","url":null,"abstract":"Using mixed reality in vehicles provides a potential alternative to using driving simulators when studying driver-vehicle interaction. However, virtual reality systems introduce latency in the visual system that may alter driving behavior, which, in turn, results in questionable validity. Previous studies have mainly focused on visual latency as a separate phenomenon. In this work, latency is studied from a task-dependent viewpoint to investigate how participants’ driving behavior changed with increased latency. In this study, the investigation was performed through experiments in which regular drivers were subjected to different levels of visual latency while performing a simple slalom driving task. The drivers’ performances were recorded and evaluated in both lateral and longitudinal directions along with self-assessment questionnaires regarding task performance and difficulty. All participants managed to complete the driving tasks successfully, even under high latency conditions, but were clearly affected by the increased visual latency. The results suggest that drivers compensate for longer latencies by steering more and increasing the safety margins but without reducing their speed.","PeriodicalId":50921,"journal":{"name":"ACM Transactions on Applied Perception","volume":"6 1","pages":"5:1-5:12"},"PeriodicalIF":1.6,"publicationDate":"2016-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79580902","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 10