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检索条件"主题词=Human-centered computing"

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A Multi-scale Visual Analytics Approach for Exploring Biomedical Knowledge

A Multi-scale Visual Analytics Approach for Exploring Biomed...

引用

IEEE Workshop on Visual Analytics in Healthcare (VAHC)

作者： Husain, Fahd Romero-Gomez, Rosa Kuang, Emily Segura, Dario Carolli, Adamo Liu, Lai Chung Cheung, Manfred Paris, Yohann Uncharted Software Inc Toronto ON Canada

ISBN: (纸本)9781665420679

This paper describes an ongoing multi-scale visual analytics approach for exploring and analyzing biomedical knowledge at scale. We utilize global and local views, hierarchical and flow-based graph layouts, multi-faceted search, neighborhood recommendations, and document visualizations to help researchers interactively explore, query. and analyze biological graphs against the backdrop of biomedical knowledge. The generality of our approach - insofar as it requires only knowledge graphs linked to documents - means it can support a range of therapeutic use cases across different domains, from disease propagation to drug discovery. Early interactions with domain experts support our approach for use cases with graphs with over 40.000 nodes and 350,000 edges.

关键词： human-centered computing Visualization Visualization techniques Treemaps human-centered computing Visualization Visualization design and evaluation methods

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Touching 4D Objects with 3D Tactile Feedback 14

Touching 4D Objects with 3D Tactile Feedback

引用

14th International Conference on human System Interaction (HSI)

作者： Igarashi, H. Sawada, H. Waseda Univ Adv Sci & Engn Tokyo Japan Waseda Univ Fac Sci & Engn Tokyo Japan

ISBN: (纸本)9781665441124

This paper introduces a novel interactive system for presenting 4D objects in 4D space through tactile sensation. A user is able to experience 4D space by actively touching 4D objects with the hands, where the hand holding the controller is physically stimulated at a three-dimensional hypersurface of the 4D object. When a hand is placed on the 3D projection of a 4D object, the force generated at the interface between the hand and the object is calculated by referring to the distance from the viewpoint to each point in the frontal surface of the object. The calculated force in the hand is converted to the vibration patterns to be displayed from the tactile glove. The system supplements the 4D information such as tilt or unevenness, which is difficult to be visually recognized.

关键词： human-centered computing Visualization Visualization application domains Scientific visualization

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Visualization Support for Multi-criteria Decision Making in Software Issue Propagation 14

Visualization Support for Multi-criteria Decision Making in ...

引用

14th IEEE Pacific Visualization Symposium (IEEE PacificVis)

作者： Kiml, Youngtaek Jeon, Hyeon Kim, Young-Ho Ki, Yuhoon Song, Hyunjoo Seo, Jinwook Seoul Natl Univ Seoul South Korea Univ Maryland College Pk MD 20742 USA Samsung Elect Suwon Gyunggi Do South Korea Soongsil Univ Seoul South Korea

ISBN: (纸本)9781665439312

Finding the propagation scope for various types of issues in Software Product Lines (SPLs) is a complicated Multi-Criteria Decision Making (MCDM) problem. This task often requires human-in-the-loop data analysis, which covers not only multiple product attributes but also contextual information (e.g., internal policy, customer requirements, exceptional cases, cost efficiency). We propose an interactive visualization tool to support MCDM tasks in software issue propagation based on the user's mental model. Our tool enables users to explore multiple criteria with their insight intuitively and find the appropriate propagation scope.

关键词： human-centered computing Visualization Visualization systems and tools Visualization toolkits Software and its engineering Software notations and tools Software maintenance tools Issue Propagation

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BuildingSketch: Freehand Mid-Air Sketching for Building Modeling 20

BuildingSketch: Freehand Mid-Air Sketching for Building Mode...

引用

20th IEEE International Symposium on Mixed and Augmented Reality (ISMAR)

作者： Liu, Zhihao Zhang, Fanxing Cheng, Zhanglin Chinese Acad Sci Shenzhen Inst Adv Technol Shenzhen VisuCA Key Lab Beijing Peoples R China Univ Chinese Acad Sci Beijing Peoples R China

ISBN: (纸本)9781665401586

Advancements in virtual reality (VR) technology enable us to rethink the way of interactive 3D modeling - intuitively creating 3D content directly in 3D space. However, conventional VR-based modeling is laborious and tedious to generate a detailed 3D model in full manual mode since users need to carefully draw almost the entire surface. In this paper, we present a freehand mid-air sketching system with the aid of deep learning techniques for modeling structured buildings, where the user freely draws a few key strokes in mid-air using his/her fingers to represent the desired shapes and our system automatically interprets the strokes using a deep neural network and generates a detailed building model based on a procedural modeling method. After creating several building blocks one by one, the user can freely move, rotate, and combine the blocks to form a complex building model. We demonstrate the ease of use for novice users, effectiveness, and efficiency of our sketching system, BuildingSketch, by presenting a variety of building models.

关键词： human-centered computing human computer interaction (HCI) Interaction paradigms Virtual reality computing methodologies Computer graphics Shape modeling

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Effective close-range accuracy comparison of Microsoft HoloLens Generation one and two using Vuforia ImageTargets

Effective close-range accuracy comparison of Microsoft HoloL...

引用

28th IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR)

作者： Rieder, Jonas S., I van Tol, Danielle H. Aschenbrenner, Doris Delft Univ Technol Ind Design Engn Delft Netherlands

ISBN: (纸本)9781665440578

This paper analyzes the effective accuracy for close-range operations for the first and the second generation of Microsoft HoloLens in combination with Vuforia Image Targets in a black-box approach. The implementation of Augmented Reality (AR) on optical see-through (OST), head-mounted devices (HMDs) has been proven viable for a variety of tasks, such as assembly, maintenance, or educational purposes. For most of these applications, minor localization errors are tolerated since no accurate alignment between the artificial and the real parts is required. For other potential applications, these accuracy errors represent a major obstacle. The "realistically achievable" accuracy remains largely unknown for close-range usages (e.g. within "arms-reach" of a user) for both generations of Microsoft HoloLens. Thus, the authors developed a method to benchmark and compare the applicability of these devices for tasks that demand a higher accuracy like composite manufacturing or medical surgery assistance. Furthermore, the method can be used for a broad variety of devices, establishing a platform for bench-marking and comparing these and future devices. This paper analyzes the performance of test users, which were asked to pinpoint the perceived location of holographic cones. The image recognition software package "Vuforia" was used to determine the spatial transform of the predefined ImageTarget. By comparing the user-markings with the algorithmic locations, a mean deviation of 2.59 +/- 1.79 [mm] (HL 1) and 1.11 +/- 0.98 [mm] (HL 2) has been found, which means that the mean accuracy improved by 57.1% and precision by 45.4%. The highest mean accuracy of a single test user has been measured with 0.47 +/- 1.683 [mm] (HL 1) and 0.085 +/- 0.567 [mm] (HL 2).

关键词： human-centered computing human computer interaction (HCI) Interaction paradigms Mixed/augmented reality human-centered computing Visualization Empirical studies in visualization

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Regenerative Swiping: A Hybrid Vision for Improved Sustainability with "Free" Energy Harvesting 18th

Regenerative Swiping: A Hybrid Vision for Improved Sustainab...

引用

18th IFIP TC 13 International Conference on human-Computer Interaction (INTERACT)

作者： Silva, Jose Luis ITI LARSyS Lisbon Portugal Inst Univ Lisboa ISCTE IUL ISTAR Lisbon Portugal

ISBN: (纸本)9783030856076;9783030856069

In a world facing climate change emergency, energy harvesting must be improved. Future interactive devices (with newmaterials) and amove of energy harvesting from devices to users can trigger this improvement. This paper presents a vision on how (many) future interactive devices should be powered. Beyond the benefits of a self-powered and ultra-low power interactive devices vision, a complementary one with self-powered users and "free" energy harvesting is essential. For example, harvesting user's energy (e.g. heart rate pulsations) and/or enabling him/her to produce (e.g. kinetic/inertial energy harvesting) and store (e.g. wearables) energy for future interactions. Self-powered users can then perform interactions with devices (that require only power during interaction or extra power during interaction) powering them through direct contact interaction. This will allow the removal of built-in batteries on these devices and a global reduction of batteries. The proposed hybrid vision combines self-powered devices/users and "free" energy harvesting.

关键词： human-centered computing human computer interaction Interaction techniques Interaction devices Self-powered users "Free" energy harvesting Interaction-powered devices

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Towards Visual Analytics Dashboards for Provenance-driven Static Application Security Testing

Towards Visual Analytics Dashboards for Provenance-driven St...

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IEEE Symposium on Visualization for Cyber Security (VizSec)

作者： Schreiber, Andreas Sonnekalb, Tim von Kurnatowski, Lynn German Aerosp Ctr DLR Cologne Germany

ISBN: (纸本)9781665420853

The use of static code analysis tools for security audits can be time consuming, as the many existing tools focus on different aspects and therefore development teams often use several of these tools to keep code quality high and prevent security issues. Displaying the results of multiple tools, such as code smells and security warnings, in a unified interface can help developers get a better overview and prioritize upcoming work. We present visualizations and a dashboard that interactively display results from static code analysis for “interesting” commits during development. With this, we aim to provide an effective visual analytics tool for code security analysis results.

关键词： human-centered computing Visualization Visualization application domains Visual analytics Security and privacy Software and application security Software security engineering

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Light4AR: a Shadow-based Estimator of Multiple Light Sources in Interactive Time for More Photorealistic AR Experiences 20

Light4AR: a Shadow-based Estimator of Multiple Light Sources...

引用

20th IEEE International Symposium on Mixed and Augmented Reality (ISMAR)

作者： Fradet, Matthieu Hirtzlin, Patrice Jouet, Pierrick Laurent, Anthony Baillard, Caroline InterDigital Wilmington DE 19809 USA

ISBN: (纸本)9781665412988

We present Light4AR, a light source estimation solution based on the detection of real cast shadows in an image captured by a mobile device. Given the camera pose of the image and a local 3D model of the scene, the approach consists in analyzing shadows cast by a reference object onto its supporting plane to determine the 3D position and the intensity of multiple light sources. By creating virtual point lights based on the resulting parameters and adding them to the AR scene, all the virtual objects can be illuminated and cast virtual shadows consistent with the real environment lighting, thereby enhancing user experience and object presence. In addition to offering the ability to share results over multiple users while preserving device resources, the server-based GPU implementation provides results in interactive time and makes photorealistic AR experiences accessible to most mobile devices, not limiting them to recent ones or specific OS. The proposed approach requires small manual input, limited to placing in the scene a reference object of known geometry, then selecting a region including the shadows cast by this object. We show the potential of this approach on several challenging scenes with various lighting configurations and background textures.

关键词： human-centered computing human computer interaction (HCI) Interaction paradigms Mixed / augmented reality Computer systems organization Architectures Distributed architectures Client-server architectures

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EncounteredLimbs: A Room-scale Encountered-type Haptic Presentation using Wearable Robotic Arms 28

EncounteredLimbs: A Room-scale Encountered-type Haptic Prese...

引用

28th IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR)

作者： Horie, Arata Saraiji, Mhd Yamen Kashino, Zendai Inami, Masahiko Univ Tokyo RCAST Informat Somat Lab Tokyo Japan Keio Univ Grad Sch Media Design Tokyo Japan

ISBN: (纸本)9781665418386

Haptic information significantly improves human awareness of objects in virtual reality. One way of presenting this information is via encountered-type haptic feedback. An advantage of encounter type feedback is that it enables physical interaction with virtual environments without the need for specialized haptic devices on the hand. Additionally, encountered-type haptics are known for being able to provide high quality contact feedback to the user. However, such systems are typically designed to be grounded (i.e., fixed to the floor). As such, they typically have bounded workspace and a limited range of possible applications. In this work, we present a novel, wearable approach to presenting a user with encountered-type haptic feedback. We realize this feedback using a wearable robotic limb that holds a plate where the user might interact with their environment. An appropriate location for the plate is determined by a novel haptic solver while control of the arm is made possible using motion trackers. The system was designed to be stable, for presenting consistent haptic feedback, while also being safe and lightweight for wearability. By making the feedback system wearable, we enable the presentation of stiff feedback while maintaining the spatial freedom and unbounded workspace of natural hand interaction. Herein, we present the design of the novel system, mechanical and safety considerations when designing a wearable encountered-type system, and an evaluation of the system. A technical evaluation of the implemented system showed that the system provides a stiffness over 25 N/m and slant angle errors under 3'. Three user studies show the limitations of haptic slant perception in humans and the quantitative and qualitative effectiveness of the current prototype system. We conclude the paper by discussing various potential applications and possible improvements that could be made to the system.

关键词： human-centered computing human computer interaction(HCI) Interaction devices Haptic devices

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Learning to Perceive: Perceptual Resolution Enhancement for VR Display with Efficient Neural Network Processing 20

Learning to Perceive: Perceptual Resolution Enhancement for ...

引用

20th IEEE International Symposium on Mixed and Augmented Reality (ISMAR)

作者： Hsieh, Wen-Tsung Chien, Shao-Yi Natl Taiwan Univ GIEE Taipei Taiwan

ISBN: (纸本)9781665412988

Even though the Virtual Reality (VR) industry is experiencing a rapid growth with ever-expanding demands today, VR applications have yet to provide a fully immersive experience. The insufficient resolution of the VR head-mounted display (HMD) hinders the user from further immersion into the virtual world. In this work, we attempt to enhance the immersive experience by improving the perceptual resolution of VR HMDs. We employ an efficient neural-network-based approach with the proposed temporal integration loss function. By taking the temporal integration mechanism of the human Visual System (HVS) into account, our network learns the perception process of the human eye, and temporally upsamples a sequence that in turn improves its perceived resolution. Specifically, we discuss a possible scenario where we deploy our approach on a VR system equipped with the eye-tracking technology, which could save up to 75% of the computational load. Compared with the state-of-the-art in terms of the inference time analysis and a user experiment, it shows that our approach runs around 1.89x faster and produces more favorable results.

关键词： computing methodologies Artificial intelligence Computer vision Computer vision problems computing methodologies Computer graphics Graphics systems and interfaces Perception computing methodologies Computer graphics Graphics systems and interfaces Virtual reality human-centered computing human computer interaction (HCI) Interaction devices Displays and imagers

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