Calibration During a Pointing Task in a Touchless Interface

In HoverVerse touchless interaction system, people interact with a screen projected on a surface with hand gestures. This study examined whether users can recalibrate their pointing accuracy based on visual feedback in a touchless interface. Affordances refer to the possibilities for action that the environment offers relative to an individual’s capabilities. Because perceiving an affordance depends on movements that are properly scaled to the environment, calibration is the process through which people become attuned to the lawful information for pointing. In our study, the cursor feedback presented on screen specify the perceived action possibilities for pointing accurately to targets. For our study, we recruited seventeen undergraduate students and used a within-subjects design, where participants performed pointing movements, controlling a cursor between pairs of targets projected on a screen. Participants performed the task across three phases (12 trials each): pre-test and post-test (cursor invisible), calibration (cursor visible). On each trial, participants performed six alternating pointing movements between two targets, following a 40 BPM metronome. The targets varied in distance and position relative to the shoulder. Pointing accuracy improved in post-test versus pre-test, indicating that participants learned to be more accurate by refining their pointing behavior using cursor feedback from calibration phase.

Authors

Institutions

Publication Details

Journal
Proceedings of the Human Factors and Ergonomics Society Annual Meeting
Published
2026-07-30
DOI
https://doi.org/10.1177/10711813261475173
Primary Topic
Interactive and Immersive Displays
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Calibration During a Pointing Task in a Touchless Interface

Dmitrii Paniukov, Balagopal Raveendranath, Sreehari Vattakkandy, John L. Russell
Proceedings of the Human Factors and Ergonomics Society Annual Meeting
Interactive and Immersive Displays
article

Calibration During a Pointing Task in a Touchless Interface

Dmitrii Paniukov, Balagopal Raveendranath, Sreehari Vattakkandy, John L. Russell
article en

Abstract

In HoverVerse touchless interaction system, people interact with a screen projected on a surface with hand gestures. This study examined whether users can recalibrate their pointing accuracy based on visual feedback in a touchless interface. Affordances refer to the possibilities for action that the environment offers relative to an individual’s capabilities. Because perceiving an affordance depends on movements that are properly scaled to the environment, calibration is the process through which people become attuned to the lawful information for pointing. In our study, the cursor feedback presented on screen specify the perceived action possibilities for pointing accurately to targets. For our study, we recruited seventeen undergraduate students and used a within-subjects design, where participants performed pointing movements, controlling a cursor between pairs of targets projected on a screen. Participants performed the task across three phases (12 trials each): pre-test and post-test (cursor invisible), calibration (cursor visible). On each trial, participants performed six alternating pointing movements between two targets, following a 40 BPM metronome. The targets varied in distance and position relative to the shoulder. Pointing accuracy improved in post-test versus pre-test, indicating that participants learned to be more accurate by refining their pointing behavior using cursor feedback from calibration phase.

Proceedings of the Human Factors and Ergonomics Society Annual Meeting
Texas Tech University (US), Angelo State University (US)
Openalex Percentile: Top 6%
Interactive and Immersive Displays
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.