helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
Can generating positive and negative sample data and threshold tuning improve gesture recognition accuracy?Direction: Sensing, Recognition, and Security
Gesture Sensing, Recognition Algorithms, and Sensor Technologies
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2024
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64 items
lightbulbPractical problemGesture Sensing, Recognition Algorithms, and Sensor Technologies
Users are often frustrated by false gesture recognition when using custom gesture features.helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How can corneal reflection images from smartphone front cameras detect users' grip postures?helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How does corneal reflection-based grip posture detection compare to other sensor-dependent solutions?helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
In actual use, how are the accuracy and generality of this method affected by users' biological characteristics?lightbulbPractical problemGesture Sensing, Recognition Algorithms, and Sensor Technologies
Smartphone grip zones do not match the operational range of users with large-screen devices.helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How can high-quality dynamic gesture sequences be generated without generative adversarial networks (GANs)?helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How can dynamic time warping (DTW) and Hausdorff distance improve the quality of non-adversarially generated gesture data?helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
How can non-adversarial methods accelerate gesture generation training and improve realism and diversity of generated samples?lightbulbPractical problemGesture Sensing, Recognition Algorithms, and Sensor Technologies
Gesture recognition systems underperform due to data scarcity, degrading user interface interaction experiences.helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
Can using styling words during training data collection significantly improve data diversity?helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
Between intuitive styling words (e.g., slow) and abstract ones (e.g., elegant), which type better improves gesture recognition model stability?helpResearch questionGesture Sensing, Recognition Algorithms, and Sensor Technologies
Can training gesture recognition on diverse datasets reduce dependence on large-scale datasets?lightbulbPractical problemGesture Sensing, Recognition Algorithms, and Sensor Technologies
Gesture recognition models are limited by low-diversity data and struggle in complex scenarios.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
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OmniSense: Exploring Novel Input Sensing and Interaction Techniques on Mobile Device with an Omni-Directional Camera
Hui-Shyong Yeo, Erwin Wu, Daehwa Kim
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Enabling Voice-Accompanying Hand-to-Face Gesture Recognition with Cross-Device Sensing
Zisu Li, Chen Liang, Yuntao Wang
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AO-Finger: Hands-free Fine-grained Finger Gesture Recognition via Acoustic-Optic Sensor Fusing
Chenhan Xu, Bing Zhou, Gurunandan Krishnan
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WordGesture-GAN: Modeling Word-Gesture Movement with Generative Adversarial Network
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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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