helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How can gesture interaction optimize StyleGAN latent space exploration to generate user-preferred images?Direction: Sensing, Recognition, and Security
Gesture Sensing, Recognition Algorithms, and Sensor Technologies
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64
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2024
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64 items
helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
After reducing latent space dimensionality, how can key generative directions for user preferences be efficiently located?helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
Can swipe-gesture-based interaction effectively adapt to users' dynamically changing preferences?lightbulbPractical problemGesture Sensing, Recognition Algorithms, and Sensor Technologies
Users find it complex and difficult to express needs when generating preferred images with GANs on small-screen devices.helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How can Bluetooth 5.1 Angle of Arrival (AoA) estimation enable IoT device selection through smart glasses gesture control?helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
Which gesture (nod, point, circle) is most precise and efficient for selecting IoT devices?helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
To what extent can BLEselect balance accuracy, low energy consumption, and privacy protection?lightbulbPractical problemGesture Sensing, Recognition Algorithms, and Sensor Technologies
Users struggle to select IoT devices naturally while considering privacy and energy consumption.helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
Can 360° cameras enable multimodal input sensing and optimize mobile device interaction design?helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
Is input sensing design combining 360° panoramic views superior to traditional systems for user needs?helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How can 360° cameras detect users' finger movements, body postures, and surrounding environmental information?lightbulbPractical problemGesture Sensing, Recognition Algorithms, and Sensor Technologies
Users' interaction on mobile devices is constrained, requiring multiple sensors to support multimodal functionality.helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How can cross-device sensing identify finger-to-face touch gestures accompanying speech?helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
Can finger-to-face touch gestures improve flexibility and accuracy of voice interaction?helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How far can multimodal sensor fusion extend the gesture repertoire for voice interaction?lightbulbPractical problemGesture Sensing, Recognition Algorithms, and Sensor Technologies
Users must frequently repeat wake words or switch devices, making interaction complex.helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How can high-precision micro-gesture recognition be achieved by combining acoustic and optical sensors?helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
Can acoustic-optical fusion maintain simple hardware while improving reliability of micro-gesture interaction?helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How does the AO-Finger system address background noise interference and insufficient detection accuracy in existing micro-gesture recognition approaches?lightbulbPractical problemGesture Sensing, Recognition Algorithms, and Sensor Technologies
Gesture interaction on XR devices is effortful, and existing methods struggle to detect continuous micro-gestures.helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How can generative adversarial networks (GANs) generate realistic gesture trajectories containing both temporal and spatial information?helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How can gesture input with natural variability be generated without relying on user reference gestures?helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How does WordGesture-GAN outperform existing models in generating gesture data?lightbulbPractical problemGesture Sensing, Recognition Algorithms, and Sensor Technologies
Users often encounter inaccurate recognition or speed limitations in gesture input.helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How can multi-step data augmentation chains optimize classification performance in RNN-based user-customized gesture recognition systems?helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
In extremely data-scarce settings, can combinations of multiple data augmentation strategies effectively improve model generalization?helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How should different categories of data augmentation methods (e.g., spatial transforms, temporal jitter) be optimally sequenced to improve RNN training efficiency?lightbulbPractical problemGesture Sensing, Recognition Algorithms, and Sensor Technologies
User-customized gesture systems require large amounts of data, with low training efficiency and poor applicability in scarce-data scenarios.helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How can 3D finger pose (including roll, pitch, and yaw) be estimated by matching 2D fingerprint images with 3D point clouds?helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How can geometry-based optimization methods independent of deep learning training improve accuracy and real-time performance of 3D finger pose estimation?helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How can the robustness of 3D finger pose estimation methods be improved when the touch area is small?lightbulbPractical problemGesture Sensing, Recognition Algorithms, and Sensor Technologies
Users struggle to leverage 3D finger pose for richer interaction on touch devices.helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How can microfluidic switches and multi-chip antenna designs enable novel interactive sensing of RFID tags?UbiComp '22MicroFluID - A Multi-Chip RFID Tag for Interaction Sensing Based on Microfluidic Switches
helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
Can this novel RFID-based tag precisely identify user activities and physical state changes?UbiComp '22MicroFluID - A Multi-Chip RFID Tag for Interaction Sensing Based on Microfluidic Switches
helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How can tags designed without deep learning simplify existing complex data processing pipelines?UbiComp '22MicroFluID - A Multi-Chip RFID Tag for Interaction Sensing Based on Microfluidic Switches
lightbulbPractical problemGesture Sensing, Recognition Algorithms, and Sensor Technologies
User activity and gesture recognition need cheap, power-efficient, and easy-to-use solutions.UbiComp '22MicroFluID - A Multi-Chip RFID Tag for Interaction Sensing Based on Microfluidic Switches
helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How can fingerprint images be used to estimate complete 3D finger angles (pitch, yaw, and roll)?UbiComp '22Estimating 3D Finger Angle via Fingerprint Image
helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
Can a multi-task learning architecture improve the accuracy and robustness of 3D finger angle estimation?UbiComp '22Estimating 3D Finger Angle via Fingerprint Image
helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How does fingerprint sensor resolution affect finger angle prediction performance?UbiComp '22Estimating 3D Finger Angle via Fingerprint Image
lightbulbPractical problemGesture Sensing, Recognition Algorithms, and Sensor Technologies
Touchscreens cannot leverage finger angles to expand interaction possibilities, limiting user experience.UbiComp '22Estimating 3D Finger Angle via Fingerprint Image
helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How can acoustic sensing enable gesture recognition on ordinary clothing?UbiComp '22Gesture Recognition Method Using Acoustic Sensing on Regular Clothing
helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
Can combining active and passive acoustic sensing improve the accuracy and stability of gesture recognition?UbiComp '22Gesture Recognition Method Using Acoustic Sensing on Regular Clothing
helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
Does acoustic gesture recognition exhibit high adaptability across different garments and scenarios?UbiComp '22Gesture Recognition Method Using Acoustic Sensing on Regular Clothing
lightbulbPractical problemGesture Sensing, Recognition Algorithms, and Sensor Technologies
Interactive functions in smart clothing are often costly and inconvenient, limiting adoption.UbiComp '22Gesture Recognition Method Using Acoustic Sensing on Regular Clothing
helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How can mmWave gesture recognition maintain high accuracy across different environments?UbiComp '22mTransSee: Enabling Environment-Independent mmWave Sensing Based Gesture Recognition via Transfer Learning
helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
Can transfer learning enable environment adaptation with very few adaptation samples?UbiComp '22mTransSee: Enabling Environment-Independent mmWave Sensing Based Gesture Recognition via Transfer Learning
helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How can mmWave gesture recognition systems remain robust to complex surface reflections and scene changes?UbiComp '22mTransSee: Enabling Environment-Independent mmWave Sensing Based Gesture Recognition via Transfer Learning
lightbulbPractical problemGesture Sensing, Recognition Algorithms, and Sensor Technologies
Existing mmWave gesture recognition techniques suffer sharp accuracy drops when environments change.UbiComp '22mTransSee: Enabling Environment-Independent mmWave Sensing Based Gesture Recognition via Transfer Learning
helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How can appropriate rejection thresholds be automatically selected in custom gesture recognition to distinguish gestures from non-gestures?helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How do training data scale and cross-platform differences in gesture production affect rejection threshold selection?Related papers
IUI 2024
SwipeGANSpace: Swipe-to-Compare Image Generation via Efficient Latent Space Exploration
Yuto Nakashima, Mingzhe Yang, Yukino Baba
UbiComp 2023
BLEselect: Gestural IoT Device Selection via Bluetooth Angle of Arrival Estimation from Smart Glasses
Tengxiang Zhang, Zitong Lan, Chenren Xu
CHI 2023
OmniSense: Exploring Novel Input Sensing and Interaction Techniques on Mobile Device with an Omni-Directional Camera
Hui-Shyong Yeo, Erwin Wu, Daehwa Kim
CHI 2023
Enabling Voice-Accompanying Hand-to-Face Gesture Recognition with Cross-Device Sensing
Zisu Li, Chen Liang, Yuntao Wang
CHI 2023
AO-Finger: Hands-free Fine-grained Finger Gesture Recognition via Acoustic-Optic Sensor Fusing
Chenhan Xu, Bing Zhou, Gurunandan Krishnan
CHI 2023
WordGesture-GAN: Modeling Word-Gesture Movement with Generative Adversarial Network
Jeremy Chu, Dongsheng An, Yan Ma
CHI 2023
Effective 2D Stroke-based Gesture Augmentation for RNNs
Mykola Maslych, Eugene Matthew Taranta, Mostafa Aldilati
IUI 2022
Estimating 3D Finger Pose via 2D-3D Fingerprint Matching
Yongjie Duan, Ke He, Jianjiang Feng
CHI 2022
The Voight-Kampff Machine for Automatic Custom Gesture Rejection Threshold Selection
Eugene Matthew Taranta, Mykola Maslych, Ryan Ghamandi
CHI 2022
ReflecTouch: Detecting Grasp Posture of Smartphone Using Corneal Reflection Images
Xiang Zhang, Kaori Ikematsu, Kunihiro Kato
IUI 2021
DeepNAG: Deep Non-Adversarial Gesture Generation
Mehran Maghoumi, Eugene M. Taranta, Joseph J. LaViola
CHI 2021
Styling Words: A Simple and Natural Way to Increase Variability in Training Data Collection for Gesture Recognition
Woojin Kang, In-Taek Jung, DaeHo Lee
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