RCEA: Real-time, Continuous Emotion Annotation for collecting precise mobile video ground truth labels

Collecting accurate and precise emotion ground truth labels for mobile video watching is essential for ensuring meaningful predictions. However, video-based emotion annotation techniques either rely on post-stimulus discrete self-reports, or allow real-time, continuous emotion annotations (RCEA) only for desktop settings. Following a user-centric approach, we designed an RCEA technique for mobile video watching, and validated its usability and reliability in a controlled, indoor (N=12) and later outdoor (N=20) study. Drawing on physiological measures, interaction logs, and subjective workload reports, we show that (1) RCEA is perceived to be usable for annotating emotions while mobile video watching, without increasing users' mental workload (2) the resulting time-variant annotations are comparable with intended emotion attributes of the video stimuli (classification error for valence: 8.3%; arousal: 25%). We contribute a validated annotation technique and associated annotation fusion method, that is suitable for collecting fine-grained emotion annotations while users watch mobile videos

Computer-supported movement guidance: investigating visual/visuotactile guidance and informing the design of vibrotactile body-worn interfaces

This dissertation explores the use of interactive systems to support movement guidance, with applications in various fields such as sports, dance, physiotherapy, and immersive sketching. The research focuses on visual, haptic, and visuohaptic approaches and aims to overcome the limitations of traditional guidance methods, such as dependence on an expert and high costs for the novice. The main contributions of the thesis are (1) an evaluation of the suitability of various types of displays and visualizations of the human body for posture guidance, (2) an investigation into the influence of different viewpoints/perspectives, the addition of haptic feedback, and various movement properties on movement guidance in virtual environments, (3) an investigation into the effectiveness of visuotactile guidance for hand movements in a virtual environment, (4) two in-depth studies of haptic perception on the body to inform the design of wearable and handheld interfaces that leverage tactile output technologies, and (5) an investigation into new interaction techniques for tactile guidance of arm movements. The results of this research advance the state of the art in the field, provide design and implementation insights, and pave the way for new investigations in computer-supported movement guidance

A Framework For Abstracting, Designing And Building Tangible Gesture Interactive Systems

This thesis discusses tangible gesture interaction, a novel paradigm for interacting with computer that blends concepts from the more popular fields of tangible interaction and gesture interaction. Taking advantage of the human innate abilities to manipulate physical objects and to communicate through gestures, tangible gesture interaction is particularly interesting for interacting in smart environments, bringing the interaction with computer beyond the screen, back to the real world. Since tangible gesture interaction is a relatively new field of research, this thesis presents a conceptual framework that aims at supporting future work in this field. The Tangible Gesture Interaction Framework provides support on three levels. First, it helps reflecting from a theoretical point of view on the different types of tangible gestures that can be designed, physically, through a taxonomy based on three components (move, hold and touch) and additional attributes, and semantically, through a taxonomy of the semantic constructs that can be used to associate meaning to tangible gestures. Second, it helps conceiving new tangible gesture interactive systems and designing new interactions based on gestures with objects, through dedicated guidelines for tangible gesture definition and common practices for different application domains. Third, it helps building new tangible gesture interactive systems supporting the choice between four different technological approaches (embedded and embodied, wearable, environmental or hybrid) and providing general guidance for the different approaches. As an application of this framework, this thesis presents also seven tangible gesture interactive systems for three different application domains, i.e., interacting with the In-Vehicle Infotainment System (IVIS) of the car, the emotional and interpersonal communication, and the interaction in a smart home. For the first application domain, four different systems that use gestures on the steering wheel as interaction means with the IVIS have been designed, developed and evaluated. For the second application domain, an anthropomorphic lamp able to recognize gestures that humans typically perform for interpersonal communication has been conceived and developed. A second system, based on smart t-shirts, recognizes when two people hug and reward the gesture with an exchange of digital information. Finally, a smart watch for recognizing gestures performed with objects held in the hand in the context of the smart home has been investigated. The analysis of existing systems found in literature and of the system developed during this thesis shows that the framework has a good descriptive and evaluative power. The applications developed during this thesis show that the proposed framework has also a good generative power.Questa tesi discute l’interazione gestuale tangibile, un nuovo paradigma per interagire con il computer che unisce i principi dei più comuni campi di studio dell’interazione tangibile e dell’interazione gestuale. Sfruttando le abilità innate dell’uomo di manipolare oggetti fisici e di comunicare con i gesti, l’interazione gestuale tangibile si rivela particolarmente interessante per interagire negli ambienti intelligenti, riportando l’attenzione sul nostro mondo reale, al di là dello schermo dei computer o degli smartphone. Poiché l’interazione gestuale tangibile è un campo di studio relativamente recente, questa tesi presenta un framework (quadro teorico) che ha lo scopo di assistere lavori futuri in questo campo. Il Framework per l’Interazione Gestuale Tangibile fornisce supporto su tre livelli. Per prima cosa, aiuta a riflettere da un punto di vista teorico sui diversi tipi di gesti tangibili che possono essere eseguiti fisicamente, grazie a una tassonomia basata su tre componenti (muovere, tenere, toccare) e attributi addizionali, e che possono essere concepiti semanticamente, grazie a una tassonomia di tutti i costrutti semantici che permettono di associare dei significati ai gesti tangibili. In secondo luogo, il framework proposto aiuta a concepire nuovi sistemi interattivi basati su gesti tangibili e a ideare nuove interazioni basate su gesti con gli oggetti, attraverso linee guida per la definizione di gesti tangibili e una selezione delle migliore pratiche per i differenti campi di applicazione. Infine, il framework aiuta a implementare nuovi sistemi interattivi basati su gesti tangibili, permettendo di scegliere tra quattro differenti approcci tecnologici (incarnato e integrato negli oggetti, indossabile, distribuito nell’ambiente, o ibrido) e fornendo una guida generale per la scelta tra questi differenti approcci. Come applicazione di questo framework, questa tesi presenta anche sette sistemi interattivi basati su gesti tangibili, realizzati per tre differenti campi di applicazione: l’interazione con i sistemi di infotainment degli autoveicoli, la comunicazione interpersonale delle emozioni, e l’interazione nella casa intelligente. Per il primo campo di applicazione, sono stati progettati, sviluppati e testati quattro differenti sistemi che usano gesti tangibili effettuati sul volante come modalità di interazione con il sistema di infotainment. Per il secondo campo di applicazione, è stata concepita e sviluppata una lampada antropomorfica in grado di riconoscere i gesti tipici dell’interazione interpersonale. Per lo stesso campo di applicazione, un secondo sistema, basato su una maglietta intelligente, riconosce quando due persone si abbracciano e ricompensa questo gesto con uno scambio di informazioni digitali. Infine, per l’interazione nella casa intelligente, è stata investigata la realizzazione di uno smart watch per il riconoscimento di gesti eseguiti con oggetti tenuti nella mano. L’analisi dei sistemi interattivi esistenti basati su gesti tangibili permette di dimostrare che il framework ha un buon potere descrittivo e valutativo. Le applicazioni sviluppate durante la tesi mostrano che il framework proposto ha anche un valido potere generativo

Extending mobile touchscreen interaction

Touchscreens have become a de facto interface for mobile devices, and are penetrating further beyond their core application domain of smartphones. This work presents a design space for extending touchscreen interaction, to which new solutions may be mapped. Specific touchscreen enhancements in the domains of manual input, visual output and haptic feedback are explored and quantitative and experiental findings reported. Particular areas covered are unintentional interaction, screen locking, stereoscopic displays and picoprojection. In addition, the novel interaction approaches of finger identification and onscreen physical guides are also explored. The use of touchscreens in the domains of car dashboards and smart handbags are evaluated as domain specific use cases. This work draws together solutions from the broad area of mobile touchscreen interaction. Fruitful directions for future research are identified, and information is provided for future researchers addressing those topics.Kosketusnäytöistä on muodostunut mobiililaitteiden pääasiallinen käyttöliittymä, ja ne ovat levinneet alkuperäiseltä ydinsovellusalueeltaan, matkapuhelimista, myös muihin laitteisiin. Työssä tutkitaan uusia vuorovaikutuksen, visualisoinnin ja käyttöliittymäpalautteen keinoja, jotka laajentavat perinteistä kosketusnäytön avulla tapahtuvaa vuorovaikutusta. Näihin liittyen väitöskirjassa esitetään sekä kvantitatiivisia tuloksia että uutta kartoittavia löydöksiä. Erityisesti työ tarkastelee tahatonta kosketusnäytön käyttöä, kosketusnäytön lukitusta, stereoskooppisia kosketusnäyttöjä ja pikoprojektoreiden hyödyntämistä. Lisäksi kartoitetaan uusia vuorovaikutustapoja, jotka liittyvät sormien identifioimiseen vuorovaikutuksen yhteydessä, ja fyysisiin, liikettä ohjaaviin rakenteisiin kosketusnäytöllä. Kosketusnäytön käyttöä autossa sekä osana älykästä käsilaukkua tarkastellaan esimerkkeinä käyttökonteksteista. Väitöskirjassa esitetään vuorovaikutussuunnittelun viitekehys, joka laajentaa kosketusnäyttöjen kautta tapahtuvaa vuorovaikutusta mobiililaitteen kanssa, ja johon työssä esitellyt, uudet vuorovaikutustavat voidaan sijoittaa. Väitöskirja yhdistää kosketusnäyttöihin liittyviä käyttöliittymäsuunnittelun ratkaisuja laajalta alueelta. Työ esittelee potentiaalisia suuntaviivoja tulevaisuuden tutkimuksille ja tuo uutta tutkimustietoa, jota mobiililaitteiden vuorovaikutuksen tutkijat ja käyttöliittymäsuunnittelijat voivat hyödyntää

Extending mobile touchscreen interaction

Touchscreens have become a de facto interface for mobile devices, and are penetrating further beyond their core application domain of smartphones. This work presents a design space for extending touchscreen interaction, to which new solutions may be mapped. Specific touchscreen enhancements in the domains of manual input, visual output and haptic feedback are explored and quantitative and experiental findings reported. Particular areas covered are unintentional interaction, screen locking, stereoscopic displays and picoprojection. In addition, the novel interaction approaches of finger identification and onscreen physical guides are also explored. The use of touchscreens in the domains of car dashboards and smart handbags are evaluated as domain specific use cases. This work draws together solutions from the broad area of mobile touchscreen interaction. Fruitful directions for future research are identified, and information is provided for future researchers addressing those topics.Kosketusnäytöistä on muodostunut mobiililaitteiden pääasiallinen käyttöliittymä, ja ne ovat levinneet alkuperäiseltä ydinsovellusalueeltaan, matkapuhelimista, myös muihin laitteisiin. Työssä tutkitaan uusia vuorovaikutuksen, visualisoinnin ja käyttöliittymäpalautteen keinoja, jotka laajentavat perinteistä kosketusnäytön avulla tapahtuvaa vuorovaikutusta. Näihin liittyen väitöskirjassa esitetään sekä kvantitatiivisia tuloksia että uutta kartoittavia löydöksiä. Erityisesti työ tarkastelee tahatonta kosketusnäytön käyttöä, kosketusnäytön lukitusta, stereoskooppisia kosketusnäyttöjä ja pikoprojektoreiden hyödyntämistä. Lisäksi kartoitetaan uusia vuorovaikutustapoja, jotka liittyvät sormien identifioimiseen vuorovaikutuksen yhteydessä, ja fyysisiin, liikettä ohjaaviin rakenteisiin kosketusnäytöllä. Kosketusnäytön käyttöä autossa sekä osana älykästä käsilaukkua tarkastellaan esimerkkeinä käyttökonteksteista. Väitöskirjassa esitetään vuorovaikutussuunnittelun viitekehys, joka laajentaa kosketusnäyttöjen kautta tapahtuvaa vuorovaikutusta mobiililaitteen kanssa, ja johon työssä esitellyt, uudet vuorovaikutustavat voidaan sijoittaa. Väitöskirja yhdistää kosketusnäyttöihin liittyviä käyttöliittymäsuunnittelun ratkaisuja laajalta alueelta. Työ esittelee potentiaalisia suuntaviivoja tulevaisuuden tutkimuksille ja tuo uutta tutkimustietoa, jota mobiililaitteiden vuorovaikutuksen tutkijat ja käyttöliittymäsuunnittelijat voivat hyödyntää

Design and recognition of microgestures for always-available input

Gestural user interfaces for computing devices most commonly require the user to have at least one hand free to interact with the device, for example, moving a mouse, touching a screen, or performing mid-air gestures. Consequently, users find it difficult to operate computing devices while holding or manipulating everyday objects. This limits the users from interacting with the digital world during a significant portion of their everyday activities, such as, using tools in the kitchen or workshop, carrying items, or workout with sports equipment. This thesis pushes the boundaries towards the bigger goal of enabling always-available input. Microgestures have been recognized for their potential to facilitate direct and subtle interactions. However, it remains an open question how to interact using gestures with computing devices when both of the user’s hands are occupied holding everyday objects. We take a holistic approach and focus on three core contributions: i) To understand end-users preferences, we present an empirical analysis of users’ choice of microgestures when holding objects of diverse geometries. Instead of designing a gesture set for a specific object or geometry and to identify gestures that generalize, this thesis leverages the taxonomy of grasp types established from prior research. ii) We tackle the critical problem of avoiding false activation by introducing a novel gestural input concept that leverages a single-finger movement, which stands out from everyday finger motions during holding and manipulating objects. Through a data-driven approach, we also systematically validate the concept’s robustness with different everyday actions. iii) While full sensor coverage on the user’s hand would allow detailed hand-object interaction, minimal instrumentation is desirable for real-world use. This thesis addresses the problem of identifying sparse sensor layouts. We present the first rapid computational method, along with a GUI-based design tool that enables iterative design based on the designer’s high-level requirements. Furthermore, we demonstrate that minimal form-factor devices, like smart rings, can be used to effectively detect microgestures in hands-free and busy scenarios. Overall, the presented findings will serve as both conceptual and technical foundations for enabling interaction with computing devices wherever and whenever users need them.Benutzerschnittstellen für Computergeräte auf Basis von Gesten erfordern für eine Interaktion meist mindestens eine freie Hand, z.B. um eine Maus zu bewegen, einen Bildschirm zu berühren oder Gesten in der Luft auszuführen. Daher ist es für Nutzer schwierig, Geräte zu bedienen, während sie Gegenstände halten oder manipulieren. Dies schränkt die Interaktion mit der digitalen Welt während eines Großteils ihrer alltäglichen Aktivitäten ein, etwa wenn sie Küchengeräte oder Werkzeug verwenden, Gegenstände tragen oder mit Sportgeräten trainieren. Diese Arbeit erforscht neue Wege in Richtung des größeren Ziels, immer verfügbare Eingaben zu ermöglichen. Das Potential von Mikrogesten für die Erleichterung von direkten und feinen Interaktionen wurde bereits erkannt. Die Frage, wie der Nutzer mit Geräten interagiert, wenn beide Hände mit dem Halten von Gegenständen belegt sind, bleibt jedoch offen. Wir verfolgen einen ganzheitlichen Ansatz und konzentrieren uns auf drei Kernbeiträge: i) Um die Präferenzen der Endnutzer zu verstehen, präsentieren wir eine empirische Analyse der Wahl von Mikrogesten beim Halten von Objekte mit diversen Geometrien. Anstatt einen Satz an Gesten für ein bestimmtes Objekt oder eine bestimmte Geometrie zu entwerfen, nutzt diese Arbeit die aus früheren Forschungen stammenden Taxonomien an Griff-Typen. ii) Wir adressieren das Problem falscher Aktivierungen durch ein neuartiges Eingabekonzept, das die sich von alltäglichen Fingerbewegungen abhebende Bewegung eines einzelnen Fingers nutzt. Durch einen datengesteuerten Ansatz validieren wir zudem systematisch die Robustheit des Konzepts bei diversen alltäglichen Aktionen. iii) Auch wenn eine vollständige Sensorabdeckung an der Hand des Nutzers eine detaillierte Hand-Objekt-Interaktion ermöglichen würde, ist eine minimale Ausstattung für den Einsatz in der realen Welt wünschenswert. Diese Arbeit befasst sich mit der Identifizierung reduzierter Sensoranordnungen. Wir präsentieren die erste, schnelle Berechnungsmethode in einem GUI-basierten Designtool, das iteratives Design basierend auf den Anforderungen des Designers ermöglicht. Wir zeigen zudem, dass Geräte mit minimalem Formfaktor wie smarte Ringe für die Erkennung von Mikrogesten verwendet werden können. Insgesamt dienen die vorgestellten Ergebnisse sowohl als konzeptionelle als auch als technische Grundlage für die Realisierung von Interaktion mit Computergeräten wo und wann immer Nutzer sie benötigen.Bosch Researc