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Tactile sensing is critical for humans to perform everyday tasks. While significant progress has been made in analyzing object grasping from vision, it remains unclear how we can utilize tactile sensing to reason about and model the…

Data-driven approaches to tactile sensing aim to overcome the complexity of accurately modeling contact with soft materials. However, their widespread adoption is impaired by concerns about data efficiency and the capability to generalize…

Robotics · Computer Science 2020-03-06 Carmelo Sferrazza , Thomas Bi , Raffaello D'Andrea

Contact-rich manipulation is difficult for robots to execute and requires accurate perception of the environment. In some scenarios, vision is occluded. The robot can then no longer obtain real-time scene state information through visual…

Robotics · Computer Science 2026-01-27 Gaozhao Wang , Xing Liu , Zhenduo Ye , Zhengxiong Liu , Panfeng Huang

Contact-rich manipulation in unstructured environments demands precise, multimodal perception to enable robust and adaptive control. Vision-based tactile sensors (VBTSs) have emerged as an effective solution; however, conventional VBTSs…

Robotics · Computer Science 2025-06-02 Wen Fan , Haoran Li , Dandan Zhang

This study mainly explores the application of natural gesture recognition based on computer vision in human-computer interaction, aiming to improve the fluency and naturalness of human-computer interaction through gesture recognition…

Computer Vision and Pattern Recognition · Computer Science 2024-12-25 Fenghua Shao , Tong Zhang , Shang Gao , Qi Sun , Liuqingqing Yang

With the ubiquity of touchscreens, touch input modality has become a popular way of interaction. However, current touchscreen technology is limiting in its design as it restricts touch interactions to specially instrumented touch surfaces.…

Human-Computer Interaction · Computer Science 2021-05-04 Sarnab Bhattacharya , Keum San Chun , Edison Thomaz

Developments in touch-sensitive textiles have enabled many novel interactive techniques and applications. Our digitally-knitted capacitive active sensors can be manufactured at scale with little human intervention. Their sensitive areas are…

Human-Computer Interaction · Computer Science 2023-03-21 Denisa Qori McDonald , Richard Valett , Lev Saunders , Genevieve Dion , Ali Shokoufandeh

The ability to associate touch with sight is essential for tasks that require physically interacting with objects in the world. We propose a dataset with paired visual and tactile data called Touch and Go, in which human data collectors…

Computer Vision and Pattern Recognition · Computer Science 2022-11-30 Fengyu Yang , Chenyang Ma , Jiacheng Zhang , Jing Zhu , Wenzhen Yuan , Andrew Owens

Tactile displays that lend tangible form to digital content could transform computing interactions. However, achieving the resolution, speed, and dynamic range needed for perceptual fidelity remains challenging. We present a tactile display…

Emerging Technologies · Computer Science 2026-01-27 Max Linnander , Dustin Goetz , Gregory Reardon , Vijay Kumar , Elliot Hawkes , Yon Visell

Natural user interfaces are on the rise. Manufacturers for Augmented, Virtual, and Mixed Reality head mounted displays are increasingly integrating new sensors into their consumer grade products, allowing gesture recognition without…

Human-Computer Interaction · Computer Science 2022-07-05 Alexander Schäfer , Gerd Reis , Didier Stricker

During social interactions, people use auditory, visual, and haptic cues to convey their thoughts, emotions, and intentions. Due to weight, energy, and other hardware constraints, it is difficult to create devices that completely capture…

Human-Computer Interaction · Computer Science 2021-12-01 M. Salvato , Sophia R. Williams , Cara M. Nunez , Xin Zhu , Ali Israr , Frances Lau , Keith Klumb , Freddy Abnousi , Allison M. Okamura , Heather Culbertson

We present a technique for providing remote tactile feedback to the thumb and index finger via a wristband device. This enables haptics for touch and pinch interactions in mixed reality (MR) while keeping the hand entirely free. We achieve…

Human-Computer Interaction · Computer Science 2024-10-31 Yudai Tanaka , Neil Weiss , Robert Cole Bolger-Cruz , Jess Hartcher-O'Brien , Brendan Flynn , Roger Boldu , Nicholas Colonnese

We evaluate the performance and usability of mouse-based, touch-based, and tangible interaction for manipulating objects in a 3D virtual environment. This comparison is a step toward a better understanding of the limitations and benefits of…

Human-Computer Interaction · Computer Science 2024-04-25 Lonni Besançon , Paul Issartel , Mehdi Ammi , Tobias Isenberg

Social touch is essential for our social interactions, communication, and well-being. It has been shown to reduce anxiety and loneliness; and is a key channel to transmit emotions for which words are not sufficient, such as love, sympathy,…

Human-Computer Interaction · Computer Science 2021-04-02 Carine Rognon , Taylor Bunge , Meiyuzi Gao , Chip Connor , Benjamin Stephens-Fripp , Casey Brown , Ali Israr

In general, robotic dexterous hands are equipped with various sensors for acquiring multimodal contact information such as position, force, and pose of the grasped object. This multi-sensor-based design adds complexity to the robotic…

Robotics · Computer Science 2024-08-12 Weiliang Xu , Guoyuan Zhou , Yuanzhi Zhou , Zhibin Zou , Jiali Wang , Wenfeng Wu , Xinming Li

While visual and auditory information are prevalent in modern multimedia systems, haptic interaction, e.g., tactile and kinesthetic interaction, provides a unique form of human perception. However, multimedia technology for contact…

Human-Computer Interaction · Computer Science 2024-12-25 Dazhong He , Qian Liu

Since computer was invented, people are using many devices to interact with computer. Initially there were keyboard, mouse etc. but with the advancement of technology, new ways are being discovered that are quite usual and natural to the…

Human-Computer Interaction · Computer Science 2014-09-30 Ankit Chaudhary

Contact-rich manipulation has become increasingly important in robot learning. However, previous studies on robot learning datasets have focused on rigid objects and underrepresented the diversity of pressure conditions for real-world…

Haptic rendering enables people to touch, perceive, and manipulate virtual objects in a virtual environment. Using six cascaded identical hollow disk electromagnets and a small permanent magnet attached to an operator's finger, this paper…

Human-Computer Interaction · Computer Science 2022-11-28 Xiong Lu , Yuxing Yan , Beibei Qi , Huang Qian , Junbin Sun , Aaron Quigley

For individuals who are blind or have low vision, tactile maps provide essential spatial information but are limited in the amount of data they can convey. Digitally augmented tactile maps enhance these capabilities with audio feedback,…

Human-Computer Interaction · Computer Science 2025-10-20 Matteo Manzoni , Sergio Mascetti , Dragan Ahmetovic , Ryan Crabb , James M. Coughlan