PalmSpace: Towards a Versatile On-Palm Interaction Space through Unified Touch Modeling

arXiv:2610.10370 · cs.HC, cs.CV · Submitted 2026-10-07 · Read on arXiv

cs.HC, cs.CV

Submitted: 2026-10-07

Updated: 2026-10-07

Code: https://github.com/PaddlePaddle/PaddleOCR

Terminology

• Calibration — 26× in this paper · explained in 7 episodes
• Accuracy — 25× in this paper · explained in 1 episode
• Robustness — 13× in this paper · explained in 5 episodes
• Ablation — 12× in this paper · explained in 1 episode
• Transformer — 10× in this paper · explained in 2 episodes
• Data Augmentation — 5× in this paper · explained in 7 episodes
• Fine-Tuning — 4× in this paper · explained in 5 episodes
• Generalization — 4× in this paper · explained in 13 episodes
• Consistency — 3× in this paper · explained in 3 episodes
• F1 Score — 3× in this paper · explained in 3 episodes
• System Usability Scale — 3× in this paper
• Ablation study — 2× in this paper · explained in 1 episode
• Core — 2× in this paper · explained in 2 episodes
• Embeddings — 2× in this paper · explained in 2 episodes
• Mean Absolute Error — 2× in this paper
• Quantization — 2× in this paper · explained in 12 episodes
• Ablation Studies — 1× in this paper · explained in 1 episode
• Adam — 1× in this paper · explained in 2 episodes
• Adaptation — 1× in this paper · explained in 1 episode
• Benchmarking — 1× in this paper · explained in 3 episodes
• Distribution Shift — 1× in this paper · explained in 6 episodes
• Fidelity — 1× in this paper · explained in 2 episodes
• Latent Representation — 1× in this paper · explained in 2 episodes
• Left Yaw — 1× in this paper
• Pruning — 1× in this paper · explained in 4 episodes
• Right Yaw — 1× in this paper
• Standard Deviation — 1× in this paper
• State Management — 1× in this paper · explained in 3 episodes
• Transformer Architecture — 1× in this paper · explained in 2 episodes
• Vertical Touch — 1× in this paper

Sources

• An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
• GPT-4o System Card
• A High-Level Description and Performance Evaluation of Pupil Invisible
• WristPP: A Wrist-Worn System for Hand Pose And Pressure Estimation
• MediaPipe Hands: On-device Real-time Hand Tracking

Related papers

• EduGage: A Multimodal Dataset and Benchmark for Sensor-Based Momentary Assessment of Engagement in Self-Guided Video Learning
• EvoDesign: Agentic Editable Diagram Creation via Design Expertise Evolution
• HAGI++: Head-Assisted Gaze Imputation and Generation
• Linking Behaviour and Perception to Evaluate Meaningful Human Control over Partially Automated Driving
• Review of Explainable Decision Support and Adaptive Human-Machine Interfaces for Automation Transparency in Maritime Autonomous Surface Ships
• Towards Cognitive Process-Aware Proactive Writing Support