ArticleNature communications2022
Noncontact human-machine interaction based on hand-responsive infrared structural color.
Article in Nature communications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
18 citing papers in PubMed, 82 citations in OpenAlex.
- Metasurface platform for simultaneous and uncorrelated emissivity control over MWIR and LWIR spectral bands.Light, science & applications · 2026Article
- Textile emitter for AI-enhanced human-machine interaction.National science review · 2026Article
- Static-electricity-induced luminescence trajectory tracking: A paradigm for noncontact human-machine interaction in dark environments.Science advances · 2026Article
- Moisture-driven, self-powered noncontact sensing interfaces via turbulence-tailored hygroelectronic effect.Science advances · 2026Article
- Ultra-Fast Moisture Sensor for Respiratory Cycle Monitoring and Non-Contact Sensing Applications.Advanced materials (Deerfield Beach, Fla.) · 2025Article
- Meso Hybridized Silk Fibroin Watchband for Wearable Biopotential Sensing and AI Gesture Signaling.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Cellulose nanocrystal composite films for contactless moisture-electric conversion.RSC advances · 2025Article
- An intelligent hybrid-fabric wristband system enabled by thermal encapsulation for ergonomic human-machine interaction.Nature communications · 2025Article
- Gesture-controlled reconfigurable metasurface system based on surface electromyography for real-time electromagnetic wave manipulation.Nanophotonics (Berlin, Germany) · 2025Article
- Intelligent rehabilitation in an aging population: empowering human-machine interaction for hand function rehabilitation through 3D deep learning and point cloud.Frontiers in computational neuroscience · 2025Article
- Chameleon-inspired tunable multi-layered infrared-modulating system via stretchable liquid metal microdroplets in elastomer film.Nature communications · 2024Article
- Proximity Sensing Electronic Skin: Principles, Characteristics, and Applications.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Review
- Single Channel Based Interference-Free and Self-Powered Human-Machine Interactive Interface Using Eigenfrequency-Dominant Mechanism.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Article
- Manipulation of Convection Using Infrared Light Emitted from Human Hands.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Article
- Smart touchless human-machine interaction based on crystalline porous cages.Nature communications · 2024Article
- Conformal Human-Machine Integration Using Highly Bending-Insensitive, Unpixelated, and Waterproof Epidermal Electronics Toward Metaverse.Nano-micro letters · 2023Article
- Development of a Visual Perception System on a Dual-Arm Mobile Robot for Human-Robot Interaction.Sensors (Basel, Switzerland) · 2022Article
- Split-Ring Structured All-Inorganic Perovskite Photodetector Arrays for Masterly Internet of Things.Nano-micro letters · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Noncontact human-machine interaction provides a hygienic and intelligent approach for the communication between human and robots. Current noncontact human-machine interactions are generally limited by the interaction distance or conditions, such as in the dark. Here we explore the utilization of hand as an infrared light source for noncontact human-machine interaction. Metallic gratings are used as the human-machine interface to respond to infrared radiation from hand and the generated signals are visualized as different infrared structural colors. We demonstrate the applications of the infrared structural color-based human-machine interaction for user-interactive touchless display and real-time control of a robot vehicle. The interaction is flexible to the hand-interface distance ranging from a few centimeters to tens of centimeters and can be used in low lighting condition or in the dark. The findings in this work provide an alternative and complementary approach to traditional noncontact human-machine interactions, which may further broaden the potential applications of human-machine interaction.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.