History of Pen and Gesture Computing:
Annotated Bibliography in On-line Character Recognition,
Pen Computing, Gesture User Interfaces and Tablet and Touch Computers
Copyright © 20250316 16:48:47 EDT
This posting is an annotated bibliography focused broadly on touchscreen and gesture user interfaces,
on-line character recognition (a.k.a. dynamic character recognition, a.k.a. pen and touch computing),
both hardware and software. It has been a continuing work-in-progress since the 1980s.
It includes references on related technical topics I have encountered in my career: for example PDAs/highly-portable computing,
cryptographic communications, signature verification, biometric authentication, and digital rights management (DRM).
I am posting it as a service to those with interest in the field.
It may also be of special interest to anyone investigating any of the areas of
digitizer tablets, touchscreens, character recognition, touch/gesture user interfaces,
multi-touch computing, passive and active tactile feedback, touch and proximity sensors,
augmented reality, haptics, context-dependent intrepretation of user input, and applications including the same.
It covers the time period from approximately 1887 / 1891 (first electronic tablets with "touch" input and a display),
through 1914 (first electronic gesture/handwriting-recognition input and user-interface system),
to the first handwriting-recognition tablet device connected to a modern electronic computer in 1957 (the "Stylator")
and the more famous Rand Tablet (1961),
to the present day.
As with any subject, the focus has modulated over the decades, and this bibliography follows these topics both forward in time, and historically back in time.
Tablets and touchscreens have evolved into a variety of pointing devices, into PDAs and smart-phones, locating and gesturing sensors with three-dimensional input with six degrees of freedom, and more.
For example, there are no real lines between touch sensing for robotics, touch and contact sensing for user human input, fingerprint sensors, and touch and proximity sensing in general.
Likewise, there are no real lines between haptics for touchscreens, haptics for instrumentation, and biometric feedback.
Earlier work on handwriting recognition, with handwritten symbols sometimes used for command input as "gestures",
has evolved to be part of a much broader range of gestures, including in-air and 3D gestures.
Command user interfaces have merged with direct manipulation, and then with graphical user interfaces and virtual reality.
Authenticating handwritten signatures has evolved to additional forms of dynamic biometrics.
Haptic feedback has evolved from "simple" force-feedback to encompass tactile stimulation using electrovibration and sonic shock waves, and perceptual effects of visual and audio signaling.
Virtual reality systems seem to have waxed and waned, and waxed again.
It is, indeed, a rich and complicated field, in all its aspects.
- This compilation and all annotations are copyright © Jean Renard Ward, 1992, 1996, 2003, 2005, 2008, 2009, 2011, 2013, 2015, 2017, 2019, 2020, 2022, 2023, 2025.
- Permission is hereby given to link to these pages, or to cite or use this information in publication,
including confidential reports, provided notice of the source is given as stated below along with the full URL of this page.
Source: | Annotated Bibliography in On-line Character Recognition, Pen Computing, |
| Gesture User Interfaces and Tablet and Touch Computers, and related topics |
| Copyright ©Jean Renard Ward |
References from the approximate years 2021 to 2023.
- [AFB22a]
American Foundation for the Blind
"Operating your Android Cell Phone or Tablet by Touch: The Talkback Android Screen Reader",
https://www.afb.org/blindness-and-low-vision/using-technology/cell-phones-tablets-mobile/android-mobile-phones-and-2, archived May 25, 2022
Web article by the American Foundation for the Blind on Android Talkback, explaining many of the features and gestures, such as audio feedback sounds (e.g. "bonk"). Explains how to get to special tutorials on basic gestures, Explore-by-touch.
- [Abrisa23a]
Abrisa Technologgies
"Abrisa Sensor and Scanner coatings",
https://abrisatechnologies.com, fetched 2023
Vendor for conductive optical coatings. Optical coatings as well as gesture recognition (touchscreen). Anti-reflection/filter for visible and IR light: include IR-only filters to block nearby IR LED interference. ITO, IMITO (index-matched ITO), IMO indium molybdenum oxide, FTO fluorine-doped tin oxide. EMI shielding.
- [AlegriaFAC21a]
Alegria, Francisco Andre Correa
"Sensors And Actuators",
World Scientific Publishing Co. Pte. Ltd / IST Press, 2021
Handbook on sensors and actuators as transducers: discusses bad behaviors hysteresis, nonlinearity, repeatability, dead zone, saturation. Ambiguity on passive/active sensors. Capactive/electrostatic sensors: displacement, acceleration, angular velocity (gyroscope), fingerprint sensors, electrostatic loudspeakers and MEMS actuators. Resistive sensors: potentiometer displacement/position, temperature, resistive, thermistor, deformation, strain gauge. Magnetic transducers/sensors: stepper motor, Hall effect, magnetoresistance, magnetostrictive torque sensor, linear displacement/position, magnetic resonance imaging, angular displacement (microsyn). Piezoelectric accelerometer, temperature sensor, ultrasound transducers/sensors, sonography/sonar, fluid/hydraulic/pneumatic actuators. Multiple thermal effects. Photovoltatic, photoresistor, photodiodes. Short discussion of multi-touch screen (touchpad/touchscreen): FTIR requires only light touch.
- [AmesakaT22a]
Amesaka, Takashi; Watanabe, Hiroki; Sugimoto, Masanori; and Shizuki, Buntarou
"Gesture Recognition Method Using Acoustic Sensing on Usual Garment",
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., vol. 6 no. 2, Article 41. June 2022
Gesture recognition on cloth garment: touch/position sensors are piezoelectric transducers used both to transmit ultrasonic signal through garment to other transducer (affected by shape and deformation of cloth), and stroking/tapping sounds on garment fabric. Recognition based in part also on duration of gesture. One examples is five button-like controls on sleeve (for controlling audio player). Uses regular/usual fabric: no conductive yarns (for resistive or capacitive touch sensing).
- [Anoto23a]
Anoto.com
"Livescribe / aDNA / Anoto biometric pen",
https://www.anoto.com/solutions/livescribe, fetched 2023
Anoto products information, 2023. LiveScribe digital stylus/pens with Anoto pattern on paper. aDNA: using Anoto pattern on any printed images as alternative to AR-Codes -- example PDF prints at 2400 dpi to render pattern, can be read by Android an iPhone apps. Biometric pen is Anoto LiveScribe pen with small fingerprint scanner for writer authentication along with internal timestamp, Anoto record of document and writing.
- [BargmannJ21a]
Bargmann, Jeff
"Method and system for interacting with a touch screen",
US Patent 11,182,068, November 23, 2021
Pressure/force-sensing touchscreen, when pressure is above a threshold (deep press), show a preview of content or action for selected graphical object. Cites to peek-and-pop: compare with marking menus? Cites to Apple 3D-touch, pressure-sensing stylus.
- [BarutC21a]
Barut, Cetin
"Elektronischer Trigger für Simulation von Eingaben auf kapazitiven Touchscreens",
German Patent Application DE202021000747U1, April 22, 2021
"Electronic trigger for simulating inputs on capacitive touchscreens". Permanent test electrode on capacitive touch screen, use to simulate finger input for testing touch screen operation, connected by electro-mechanical switch to ground or "electric mass".
- [CelineR22a]
Celine, Remi and Jimmy, Nagau
"Copilotrace: A Platform to Process Graphomotor Tasks for Education and Graphonomics Research",
Proc. 20th Int'l Conf of Int'l. Graphnomics Society, IGS 2021, July 7..9, 2021, pp. 128..143
Copilotrace: Focus is on practice teaching handwriting with children, evaluating (biometric) motor control. Recommends electromagnetic tablet resonance stylus over capacitive or resistive touchscreen due to "measurement uncertainly" (accuracy / bad-behavior).
- [ChristianssonT21a]
Christiansson, Tomas; Friberg, Orjan; and Andersson, David
"Touch Apparatus",
US Patent 11,106,312, August 31, 2021
Reduce effective sensor latency of a touchscreen (excludes application latency) by extrapolating time series of position (after internal filtering) and computing second time series.
- [DeepOptics21a]
DeepOptics
"DeepOptics: Glasses should adapt to the people wearing them",
http://deepoptics.com, fetched 2021
Product and company information on variable-focus electro-optical eyeglass lenses, optically transparent ITO electrode (grid?) controls index of refraction of LCD lenses. See also Yadim patent. Adjusts focus based on convergence angle of the pupils of both eyes.
- [Dell23a]
Dell Technologies
"Dell Latitude 5330/Latitude 5330 2-in-1 Setup and Specifications",
https://www.dell.com/support/manuals/en-us/latitude-13-5330-laptop/latitude_5330_ss/notes-cautions-and-warnings, May 2023
Dell Lattitude 5330 laptop computer, dual-axis hinge, shows Tablet, Stand (frame), and Tent (easel) modes.
- [Eilersen22a]
www.eilersen.com
"Eilerson: The Weigh Experts -- Capacitive Digital Load Cells",
http://www.eilerson.com, 2022
Product information on capacitive load cells / pressure/force sensors, contracted to strain gage (strain gauge) load cell.
- [Embodme22a]
www.embodme.com
"ERAE Touch: The #1 Polyphonic MIDI Controller in MPE",
http://www.embodme.com, 2022
Pressure/force-sensing touchscreen MIDI controller using "1000+" force sensors: LED display cells underneath touch surface, drag-and--drop to configure controller with pre-defined virtual devices: faders, xyz pads, isomorphic grids, sequencers, etc. File includes user manual for ERAE Touch and ERAE Lab. Mentions calibration for baseline level of touch sensors when bad behavior of overlay shifts. Mentions ghost note / stuck note bad behavior of stuck sensor / false positive touch reading.
- [EubanksMG21a]
Eubanks, Mark G.
"Quick Guide to Bassoon Reed Tuning",
Arundo Research Company, 2021
"Scientific" guide to bassoon reed adjustments and tuning. (Suggested by Sara Schoenbach).
- [FanNX22a]
Fan, Neil Xu; and Xiao, Robert
"Reducing the Latency of Touch Tracking on Ad-hoc Surfaces",
Proc. ACM Hum.-Comput. Interact., Vol. 6, No. ISS, Article 577. December, 2022
Depth-camera touchscreens for large surfaces tend to have particularly large latency on detecting moment of touch due to frame rates and processing times. Trade-off of latency reduction with accuracy. Ground-truth reference for position was capacitive touch sensor (so why not just use it instead?).
- [FaundezZanuyM21a]
Faundez-Zanuy, Marcos; Brotons-Rufes, Olga; Paul-Recarens, Carles; and Plamondon, Rejean
"On handwriting pressure normalization for interoperability of different acquisition stylus",
IEEE Access, vol. 9, pp. 18443-18453, 2021, doi: 10.1109/ACCESS.2021.3053499
Study of pressure/force sensor response for different commercial stylus/pen products on writing tables, and effects on signature verification/forgery detection algorithms. Primarily two different Wacom styli -- Plastic Pen and Ink Pen, which had very different sensing characteristics: dynamic range, saturation at high force, attempt to normalize data. Compare to tablet characteristics studies for X/Y and other data, and robotic-hand testing? (Not cited?).
- [FrischeA22a]
Frische, Andreas
"Gefäß zum Einweichen von Oboen- und Fagott-Rohren",
German Patent DE202022001212U1, October 6, 2022
Design patent (Gebrauchsmusterscherift) for water cup for bassoon and double-reeds, several smaller compartments for individual reeds to use less water, with hook moldings to attached to music stand with rubber band.
- [FrishmanS21a]
Frishman, Samuel; Di, Julia; Karachiwalla, Zulekha; Black, Richard J.; Moslehi, Kian; Smith, Trey; Cotlin, Biran; Moslehi, Bijan; and Cutkosky, Mark R.
"A Multi-Axis FBG-Based Tactile Sensor for Gripping in Space",
Proc. Int'l. Conf. on Intelligent Robots and Systems (IROS), 2021
Optical fiber tactile/touch sensor for robotic grasper: array of curvilinear tower structures, deformation of taxel changes light propagation through fiber. Able to detect both shear/lateral and vertical forces.
- [GanongWF21a]
Ganong, William F. III; Van Mulbregt, Paul Adrian; Sejnoba, Valdimir; and Wilson, Glen Edward
"Methods and apparatus for detecting a voice command",
US Patent 11,097,750, August 10, 2021
Voice commands on PDA while in low-power mode, with use of "context". Context may be time of day, how PDA is being held, position of device, event on device, recent activity, etc. Compare with tap-to-wake/touch-to-wake?
- [GanongWF22a]
Ganong, William F. III; Van Mulbregt, Paul Adrian; Sejnoba, Valdimir; and Wilson, Glen Edward
"Methods and apparatus for detecting a voice command",
US Patent 11,393,461, July 19, 2022
Voice commands on PDA while in low-power mode, with use of "context". Context may be time of day, how PDA is being held, position of device, event on device, recent activity, etc. Compare with tap-to-wake/touch-to-wake?
- [GomiH22a]
Gomi, Hiroaki; Ito, Sho; Takamuku, Shiny; and Amemiyaa, Tomohiro
"Pseudo force sense generation apparatus",
US Patent 11,531,462, December 20, 2022
Mechanical design of actuator: Directional vibrotactile feedback (pseudo force sensation) from linear actuator with asymmetric motion relative to ungrounded hand-held base. With two actuators at right angles, generates pseudo-force sensation in any direction in X/Y plane. Uses contact actuator to give strong effect even when base object large mass.
- [GondaV22a]
Gonda, Victoria
"Android Accessibility by Tutorials: Make Your Apps Accessible for All Audiences, 2nd edition",
Razeware LLC, http://raywenderlich.com, 2022
Tutorial / reference for accessibility programming in Android OS. Discusses layout and labeling (text alternatives, operation of screen readers, text scaling, hiding decorative content); screen navigation; testing for accessibility; UI understandability. Appendix on accessibility checklist. Discusses neurodiversity. Color perception, contrast, and vision impairments. Identification of time limits (time-outs). Android Accessibility Suite includes TalkBack (screen reader) and Select to Speak. Section on basic TalkBack gestures, turning TalkBack on/off, Settings for which additional TalkBack gestures are enabled/supported. Voice Access allows limited screen navigation by identifying elements by name, or grid location. Mentions BrailleBack for braille output. Discusses screen reader traversing screen (exploring). Mentions problem of unlabeled button / no content description. Additional swipe gestures (e.g. up/right to open local context menu: but how is that discoverable?). Distinction of TalkBack focus from text input focus. Special considerations of links (jumps). TtsSpan metadata for text-to-speech for encoded data e.g. read 02/02/2020 as words of data rather than spelling characters. Emphasis overall is on UI navigation, not reading of text-to-speech. mention of discoverability.
- [HanczarG22a]
Hanczar, Gergely; Griechisch, Erika; Molnar, Akos; and Toth, Gabor
"Motor Movement Data Collection from Older People with Tablets and Digital Pen-Based Input Devices",
Proc. 20th Int'l Conf of Int'l. Graphnomics Society, IGS 2021, July 7..9, 2021/, pp. 240..251
Biometric/medical data collection of handwriting motor movement in elderly subjects. Examples of bad behaviors in pressure/force data on tablets. Stylus tilt angle on Wacom tablet affects x/y coordinates.
- [HemeryE23a]
Hemery, Edgar and Frohlich, Mathieu
"System for generating a signal based on a touch command and on an optical command",
US Patent Application 2023/0005457 A1, January 5, 2023
Pressure-sensing touchscreen using force-sensitive resistors FSR in touch sells on display. Also contains infrared optical emitters at each cell, controlled by the pressure/force, stereo camera or depth camera (time-of-flight) to read hand gestures above touch surface. Claims go to musical control gestures.
- [HollmaierC23a]
Hollmaier, Cooper
"Assistive Technology - Getting started with TalkBack on Android: The A11Y Project",
https://www.a11yproject.com, March 6, 2023
Introduction to using TalkBack screen reader with audible and haptic response to touchscreen gestures. Part of Android Acccessibility Suite since 2017. Principle ways of navigating: by touch, by swiping, by voice command (limited). Mutiple gestures: flick gestures to change read-aloud speed for speech output.
- [IDEC23a]
IDEC Corporation
"IDEC Corporation: Touchless Switches, 22-mm CW Series, Flush Silhouette Touchless Switches",
IDEC Corporation, July 2023
Product specifications on touchless switches: rather than capacitive proximity sensor, optical light ring around infra_red optical sensor. One advantage is visual optical indicator built-in to switch.
- [IDEC23b]
IDEC Corporation
"Touchless Switches Provide a Hygienic User Interface Option",
Tech Briefs, vol 47 no 10, October 2023, pp. 27..28
Product announcement on on touchless switches: rather than capacitive proximity sensor, optical light ring around infra-red optical sensor. One advantage is visual optical indicator built-in to switch.
- [Igus23a]
Igus GmbH
"Quality assurance for touchscreens: A flexible xyz gantry to test touchscreens",
Igus GmbH, http://rbtx.com, archived October 1, 2023
Product note on X/Y/Z motion stage marketed for automatic/robotic testing touchscreens and touchpads. Same motion state used for visual inspection, keyboard/keypad testing. Also Delta robot for pick-and-place.
- [IndiumCorporation22a]
Indium Corporation
"Application Note: Indium Oxide and Indium-Tin Oxide (ITO) Coatings",
http://www.indium.com, 2022
Application note on physical/engineering properties of ITO and related materials for coating glass, mostly for optical and heating purposes. Temperature resistivity coefficient, resistivity 5 to 1000 ohms/square, optical properties transmittance, reflectance, refractive index.
- [JenkinsonDR23a]
Jenkinson, David Ross
"Touch screen testing platform for engaging a dynamically positioned target feature",
US Patent 11,724,402, August 15, 2023
Automatic robotic testing apparatus for touchscreen for testing user interfaces: mentions known touch zones, camera object recognition to interact with content rendered by the device, various types of tips for simulating human fingers/behavior(?), multi-touch, controlled force/pressure of touch. No mention of bad behaviors for handwriting captures. Checks visually (camera) for presence/absence of expected target feature in response to touch.
- [JordanR23a]
Jordan, Robert
"Octave key system for bassoon family of instruments",
US Patent 11,735,148, August 22, 2023
Octave/whisper key mechanism for bassoon: includes second octave-key pad/hole on side of bocal. Figures include high-D bassoon solo music excerpt from "Rite of Spring".
- [KhoshkavaV21a]
Khoshkava, Vahid and Hamam, Abdelwahab
"Systems and Methods for proximity-based haptic feedback",
US Patent 11,175,738, November 16, 2021
Haptic feedback conditioned on both touch/contact/force input and also proximity: proximity applies to position of hand?
- [KimW22a]
Kim, Woojoo and Xiong, Shuping
"Pseudo-Haptic Button for Improving User Experience of Mid-Air Interaction in VR",
Int'l Jnl. of Human-Computer Studies, vol 168 article 102907, August 2022
"pseudo-haptic" feedback: illusion of haptic feedback by visual cues (and audio cues) in virtual reality system: virtual hand is stopped by wall, virtual button shown as depressed, proximity shadowing, visual vibration or visual collision, or other indication.
- [KocovskiA22a]
Kocovski, Aleksander; Bergstrom, Hakan; and Throvinger, Jens
"Touch device",
US Patent 10,775,935, September 15, 2022
"Optical touch system": optical touchscreen sensor with light emitters and detectors across from each other over (curved) "touch surface". Mentions determining shape or area of touch. Refers to problem of lift-off (stylus up) contact detection problem.
- [LangW21a]
Lang, Walter
"Sensors and Measurement Systems, 2nd ed.",
Rivers Publishers Series in Electronic Materials and Devices, 2021
Textbook and reference on design and construction of small sensors. Force/Pressure sensors: piezoresistive effect, strain gauges, membrane sensors, capacitive force/pressure (touch) sensors. Inertial sensors: accelerometers, angular rage, inertial measurement units (IMU).
- [LiJ22a]
Li, Jiasheng; Yan, Zeyu; Jarjue, Ebrima; Shetty, Ashrish; and Peng, Huiaishu
"TangibleGrid: Tangible Web Layout Design for Blind Users",
Proc. ACM UIST '22, October 29 .. November 2, 2022, Bend, Oregon, USA
Tangible/accessible interface to allow blind/visually impaired developers to lay out web page designs. Pluggable elements on a grid board to represent graphical elements of the web pages. Comments on incompatibility of screen readers with existing software development IDEs, and even Word/WordPress/PowerPoint templates let a blind user know what is on the screen but not where things are on the screen/display. Refers both to haptic input (of the tangible elements) and haptic feedback, tactile display.
- [LiuZ21a]
Liu, Ziting and Fu, Zhe
"Piezoelectric Based Touch Sensing for Interactive Displays -- A Short Review",
Materials, 2021, Vol 14, pp. 5698-ff., https://www.mdpi.com/journal/materials
Overview of piezoelectric touchscreens and materials. Pyroelectric and triboelectric effect interference, temperature changes, multi-touch interference.
- [MiskinM21a]
Miskin, Michael and Andersen, James N.
"AC Light Emitting Diode and AC LED Drive Methods and Apparatus",
US Patent 11,019,697, May 25, 2021
AC power to LED light diodes, such as string of lights, combined with capacitive touch sensor to turn lights on or off (e.g. power management). Lync Labs.
- [MuchaJ22a]
Mucha, Jan; Galaz, Zoltan; Mekyska, Jiri; Faundez-Zanuy, Marcos; Zvoncak, Vojtech; Smekal, Zdenek; Brabenec, Lubos; and Rektorova, Irena
"Exploration of Various Fractional Order Derivatives in Parkinson's Disease Dysgraphia Analysis",
Proc. 20th Int'l Conf of Int'l. Graphnomics Society, IGS 2021, July 7..9, 2021, pp. 308..321
Biometric/medical data collection of handwriting motor movement in Parkinson's subject. Mentions that tablets sometimes skip/omit 3..4 points/samples (bad behavior), must be filtered out.
- [NamH21a]
Nam, Hyoungsik; Seol, Ki-Hyuk; Lee, Junhee; Cho, Hyeonseong; and Jung, Sang Won
"Review of Capacitive Touchscreen Technologies: Overview Research Trends and Machine Learning Approaches",
Sensors (Basel), July 2021, vol 21 no 14: p. 4776
Overview of touchscreen sensing and display technologies circa 2021: Categorizes touchscreen technologies as finger-touch and stylus-touch. Resisitive, capacitive, acoustic wave (SAW) optical finger-touch, electromagnetic stylus-touch. Touch technologies include alternatives when user cannot touch (e.g. VR glasses near eyes): leap motion sensors, electromyograph, inertial measurement, eye-tracker (gaze-tracker), IR facial gesture recognition, cameras, tilt sensors. Active / passive stylus. Numerous technology references, most after 2000.
- [Neonode23a]
Neonode
"Contactless Touch Panel: Neonode Touch Sensor Module User's Guide",
https://support.neonode.com, 2023
User manual, zForce AIR Sensor Gadget software workbench, and technical data on Neonode optical touch panel / touchscreen sensors. Light emitters and detects in single mounting strip, project narrow light beams across just above touch surface (e.g. desk), reflected back from mirror / reflective surface on opposite side. Compare with low-angel webcam touchscreen?
- [OptoFidelity21a]
Deveci, Murat
"How to evaluate the performance and functionality of touch screens",
http://www.optofidelity.com, January 27, 2021
Technical article on automatic/robotic touchscreen testing: touchscreens as input/output devices that recognize presence of contact (touch gesture or stylus), and produce response (haptic, visual, audio, etc.). Test are tap tests (accuracy and repeatability, missing input errors/bad behaviors). Swipe test (offset and jitter in reported positions); Jitter and offset when stylus held still; reporting rate (variation in timing latency?); first contact latency; hover; separation test (multi-touch). X/Y motion stage with one/two finger actuators, stylus actuator (at variable tilt angle?). Does not mention environmental noise, velocity-dependent errors, skipped points, edge effects. Mention haptic feedback, but no confirmation/testing of haptic or display output.
- [Pasco21a]
Pasco Scientific
"Conductive Ink Pen PK-9031B",
https://cdn.pasco.com/product_document/012-04297E.pdf, 2021
Product technical description for disposable pen with silver conductive ink, resistivity 50 to 125 micro-ohms/centimeter. Suggest use with Pasco conductive paper (Teledeltos paper).
- [Pasco22a]
Pasco Scientific
"Instruction Manual: Charge, Equipotential and Field Mapper Model ES-9060",
https://cdn.pasco.com/product_document/Charge-Equipotential-and-Field-Mapper-Manual-ES-9060.pdf, Manual No. 012-08455A, archived December 3, 2022
User guide / instruction manual for electric field mapping kit using conductive paper and silver conductive ink pen. (Deledeltos paper). Educational experiments include parallel plate capacitor point source, dipoles of like/opposite charge, floating electrodes. Compare with resistive sheet tablets?
- [SPEA22a]
SPEA
"Touch Screen Testing: SPEA Automatic production test and calibration for touch screens, touch displays, press-sensible actuators",
http://www.spea.com, archived December 8, 2022
Automated/robotic testing systems for touchscreens and touchpanels (press-sensible actuators). Refers to automatic human gesture simulation including pressure of human fingers, verification of display output, programmable force actuators. Surface planarity/flatness, optical inspection of display for dead pixels, color, electrical tests, acoustic test of sound emission (.e.g. buzzers), NFC wireless communications.
- [Samsung22a]
Bodendorfer, Branden
"How to use Samsung Notes for Note taking and Planning",
http://www.youtube.com/watch?v=2NJ6Xf5pJII, March 10, 2022
Video tutorial nominally on Samsung Notes app with handwriting recognition and electronic ink. Compare with Slate Note Taker app on PenPoint?). Mark-up annotation (electronic ink) for PDF file. Shown on touchscreen Ultra laptop, z-fold tablet, smartphone. Demonstration uses Key2Success / reMarkable third-party PDF planner note-taking app with on-screen soft keyboard: compare with Slate PenScheduler? Folders and shared documents. Three-dots icon to cut/paste operations, page settings. finger drawing (finger detection) can be disabled. Wavy-line and straight-line highlighting modes. Stroke and area (wipe) erasing modes: stroke erasing used to remove highlighter strokes. "Convert to text" for electronic ink: write anywhere on screen to enter recognition results at current text input focus: no candidates? Convert entire page of electronic ink notes to text: no candidates? Palm rejection by switching to "lock page" mode: scroll only with two fingers, input only with pen/stylus. "Companion mode" to extend part of interface to second device e.g. smartphone next to tablet. Annotated PDFs shared to another (Samsung ecosystem) device with annotation editable.
- [SantoulE23a]
Santoul, Etienne; Hemery, Edgar; and Tuckey, Johsua
"Infra-Red Intelligent Surface for Near-Field Touchless Displays",
Information Display, July/August 2023, pp. 18..21
Review article optical proximity-sensing touchscreens / large touch displays emitting structure IR infrared light from pixels, infra-red optical detectors (no camera.). Vendors Embodme, with force/pressure sensing surface, Erae Touch product. Describes near field as within 300 mm. / 30 cm. of display surface. IRIS technology.
- [SegerRS21a]
Seger, Richard Stuart jr.; Van Ostrand, Daniel Kieth; Morrison, Gerald Dale; and Markinson, Timothy W.
"User input passive device and interactive display device touchscreen system",
US Patent 11,194,408, December 7, 2021
Capacitive touchscreen, finger or stylus. Instead of stylus, rotatable inverse dome device that can be placed on touchscreen, shows sensing of edges (not just center) when device is tilted to allow edge to touch. Refers to impedance measurements, not just capacitive measurements. SigmaSense LLC.
- [SigmaSense22a]
SigmaSense
"SigmaSense SigmaDrive product information and videos",
http://sigmasense.com, January 2022
Product information and demonstrations for SigmaSense projected / mutual capacitance multi-touch touchscreen sensors. Hover/proximity sensing, 300 Hz reporting rate, stretchable transparent conductive inks (flexible?), passive stylus, water drip / moisture not a problem.
- [SkagmoD22a]
Skagmo, Daniel; Ehn, Robert; and Bergstrom, Hakan
"Touch sensing apparatus and method for assembly",
US Patent 11,281,338, March 22, 2022
Optical touchscreen sensor with light emitters and detectors across from each other over touch surface. Mentions detecting shape or area of touch, but not multi-touch.
- [StaritaS22a]
Starita, Serena; Iscra, Katerina; Guerra, Monica; Pascazio, Lorenzo; and Accardo, Agostino
"Spectral Analysis of Handwriting Kinetic Tremor in Elderly Parkinsonian Patients",
Proc. 20th Int'l Conf of Int'l. Graphnomics Society, IGS 2021, July 7..9, 2021, pp. 301..307
Biometric/medical data collection of handwriting motor movement in Parkinson's subject. Notes that horizontal and vertical pen positions low-pass Butterworth filter from 200 Hz reporting rate to 15 Hz cut-off frequency.
- [SyedTA21a]
Syed, Taif A.; Yang, Bingrui; Mullens, Christopher Tenzin; and Ranganathan, Sumant
"Low power touch sensing during a sleep state of an electronic device",
US Patent 10,928,881, February 23, 2021
Capacitive matrix touch pad: operate in a low-power mode when device is in power-management sleep state, wake up on proximity detection / touch at different threshold level.
- [TangYY23a]
Tang, Yu-Ying; Chen, Hao-Wei; Chen, Chun-Hong; Lai, Chih-Chang; and Lin, Ching-Chun
"Active Stylus Application Using Self-Capacitive Touch with OLED TDDI",
SID 2023 Digest, Paper 31-1, pp. 437..441
Self-capacitive touchscreen stylus using X/Y grid, stylus resonant powered, integrated with OLED display. States advantages over mutual-capacitive touch stylus sensing: palm does not block signal. Mentions Wacom LV1 hardware certification test for touchscreen with stylus.
- [TapsterRobotics23a]
Tapster Robotics
"Tapster Robots: About Us",
http://tapster.io, Fetched May 2023
Profile on Tapster Robotics, automatic robotic testing of touchscreen devices / smartphones.
- [TerashitaS23a]
Terashita, Shinich et al
"In-cell touch supported novel reflective LCD mode Development",
SIG Digest, 2023, Pepr 31-3, pp. 445..448
In-cell reflective LCD touchscreen, sensing layer same as transmissive polarization layer. Capacitive sensing? Gives while reflectance at 5.1%, black as 0.82%. States one advantage of in-cell design is narrower frame around display, advantage of reflective displays in bright sunlight.
- [ThomasE21a]
Thomas, Edd
"Turning Letters into Tones",
IEEE Spectrum, July 2021, vol 58 no 7, pp. 34..39
History of development of Fornier d'Albe Optophone and similar devices (Naumburg printing visagraph, photo-electrograph, Zworykin reading machine), early fore-runner of OCR technology, reading machine/sensor for the blind, compare with Opticon scanner: output was combinations of tones, rather than tactile or Braille.
- [TimofteS21a]
Timofte, Stelica and Cindea, Lenuta
"Designing and Testing a Mini Robot for Tracking a Welding Technological Path",
Robotica and Managements, vol 26 no 1, 2021
Engineering outline on project to build a remote controller for a welding robot using bluetooth, Arduino processor. Cites 1987 Ward/Phillips paper (but with 0214 date?) on digitizer characteristics talking about infrared proximity tracking sensors (???).
- [TimofteS22a]
Timofte, Stelica; Cindea, Lenuta; and Hatiegan, Cornel
"Robot for tracking rectilinear motion",
Studia Universitatis Babes-Rolay Eingineering, vol 67 no 1, November 2022
Engineering outline on project using Arduino processor. Cites 1987 Ward/Phillips paper (but with 0214 date?) on digitizer characteristics talking about Arduino input/output pins (???).
- [TsujiM21a]
Tsuji, Mayuka; Kubo, Hiroyuki; Jayasuriya, Suren; Funatomi, Takua; and Mukaigawa, Yashuhiro
"Touch Sensing for a Projected Screen Using Slope Disparity Gating",
IEEE Access: July 26, 2021, August 4, 2021: DOI 10.1109/ACCESS.2021.3099901
Projected-image optical touch surface / touch pad: planar projection / camera captures part of finger, but only when touching, along with projector projection full image to surface for user. Relies on synchronized timing of laser projector beams and camera shutter.
- [VanOstrandDK21a]
Van Ostrand, Daniel Kieth; Morrison, Gerald Dale; Seger, Richard Stuart Jr.; Markison, Timothy W.; and Healy, Patricia Markson
"Encoded Data Pattern Touchscreen Sensing System",
US Patent 11,182,038, November 23, 2021
Self-capacitive touchscreen, objects laid on touchscreen identified by encoded capacitive patterns printed on objects, including orientation. Refers to impedance values rather than capacitance measurements. Compare with physical widget objects on capacitive touchscreens?
- [W3C21a]
W3C Web Accessibility Initiative
"Platform Capabilities: From Mobile Accessibility Task Force",
https://www.w3.org/WAI/GL/mobile-a11y-tf/wiki/Platform_Capabilities, archived July 31, 2021
Notes on available screen readers and accessibility technology. TalkBack: TalkBack is only a *relatively* mature built-in screen reader, capable of accessing any app *that has been development following Android accessibility programming guidance*. Provide explore-by-touch as well as sequential navigation (explore-by-swipe). Only *some* built-in apps are properly TalkBack-accessible. Differences between Android "flavors" is an issue for accessibility. On-screen keyboards may be *custom* (not default/standard). Native speech recognition does *not* include command and control e.g. navigating an app beyond launching it.
- [Wikipedia21a]
wikipedia.org
"Cypress PSoC",
http://wikipedia.org, fetched 2021
Overview of Cypress Semiconductor PSoC (programmable system on a chip), microcontroller including electronically-switched/configured analog blocks, used for capacitive sensors ("CapSense") and touchpads e.g. Apple iPod nano click-wheel. 32-bit ARM processor, routable analog, digital, serial-communications blocks, blue-tooth.
- [Wikipedia21b]
wikipedia.org
"Theremin",
http://wikipedia.org, fetched 2021
Theremin musical instrument, using capacitive sensing to control frequency and gain (volume) of oscillator. See also Leon Theremin. Mentions theremin (a.k.a. etherphone) as by-product of Soviet/Russian research into capacitive sensing.
- [Wikipedia21c]
wikipedia.org
"iPod nano",
http://wikipedia.org, fetched 2021
History of iPod nano, with capacitive click-wheel combining capacitive scroll wheel and mechanical switch. Introduced September 7, 2005. See also "click-wheel".
- [Wikipedia21d]
wikipedia.org
"Leon Theremin",
http://wikipedia.org, fetched 2021
Biographical notes on Leon Theremin, inventor of Theremin musical instrument, using capacitive sensing to control frequency and gain (volume) of oscillator. Other inventions include "The thing"/Buran listening device in US/Soviet embassy. Cites to Glinsky biography.
- [Wikipedia21e]
wikipedia.org
"Teledeltos paper",
http://wikipedia.org, fetched 2021
Teledeltos conductive paper. Notes that was in use (?) for several decades before development by Western Union in 1940's (see Hotchkiss reference), but no details. Used directly in resistive sensors, including some change in resistance with force/pressure or bending (compare with FSR force-sensitive resistors?), or two conductive surfaces pressed together, or two-dimensional resistive touchpad with crossed resistive strips.
- [Wikipedia23a]
wikipedia.org
"Google Talkback",
http://wikipedia.org, archived May 30, 2023
General article about Google TalkBack on Android. Reports that TalkBack / Android Acessibility Suite had been downloaded over 5 billion times.
- [Wiktionary21a]
wiktionary.org
"Algorithm",
http://wiktionary.org, fetched 2021
Precise step-by-step plan for a computational procedure.
- [Wiktionary21b]
wiktionary.org
"Data mining",
http://wiktionary.org, fetched 2021
A technique for searching large-scale databases for patterns; used mainly to find previously unknown correlations between variables that may be commercially useful.
- [Wiktionary21c]
wiktionary.org
"Machine learning",
http://wiktionary.org, fetched 2021
A field of study concerned with the design and development of algorithms and techniques that allow computers to learn.
- [Wiktionary21d]
wiktionary.org
"Reverse engineering",
http://wiktionary.org, fetched 2021
The process of analyzing the construction and operation of a product in order to manufacture a similar one. Such analysis of an executable or other system in order to recreate its workings.
- [YamamotoT23a]
Yamamoto, Takuma; Maruyama, Takenori; Kida, Kazutoshi; Yamagishi, Shinji; Sugita, Yasuhir; Fukushima, Hiroshi; and Norma, Mikihiro
"Sharp Force Touch for On-Screen User Interface in LCD and Foldable OLED Display Application",
SID Digest 2023, pp. 449..452
Capacitive force-sensing touchscreen (for automotive use) to distinguish feather touch (light tracking) from tap and press gestures. Side-by-side electrodes used for position/touch, compressibility of layer to electrode underneath for force/pressure. Correction for thermal effects (from finger) on dielectric constant of pressure sensitive material, causing bad-behavior of false press. Bumps/indentations on cover (glass) for "blind input" instead of mechanical buttons. Also shows steering wheel with on-screen buttons and display in center area of steering wheel.
- [YousefporM23a]
Yousefpor, Marduke et al
"Differential acoustic touch and force sensing",
US Patent 11,669,199 B2, June 6, 2023
Acoustic touchscreen / touchpad using time-of-flight for position, and time-of-flight to measure (thickness?) of deformable (elastomeric?) material between two layers to get force/pressure. States may be used to make a touchscreen not affected by moisture/water (e.g. capacitive bad behavior).
- [ZhuoR21a]
Zhuo, Ruofan; Lin, Peiying; Wu, Yuting; Wu, Zhouyi; Ye, Dexin; and Huangfu, Jiantao
"Sensorless LED display screen interaction and object recognition",
Jnl. Soc. for Information Display, 2021, pp. 1..18
Optical touchscreen sensor using LEDs as optical sensors, using time between pulses to activate LED pixels as display. Prototype used to detect and recognize outline of various objects laid on display. Compare with LED touch sensors at M.I.T.?
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