multimodal perception

Latest Overview of Vision-Based Tactile Sensors: Hardware, Algorithms, Applications, and Future Perspectives

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Latest Overview of Vision-Based Tactile Sensors: Hardware, Algorithms, Applications, and Future Perspectives

🔍 Latest Overview of Vision-Based Tactile Sensors: Hardware, Algorithms, Applications, and Future Perspectives Based on the IEEE T-IM 2025 frontier review “A Survey of Vision-Based Tactile Sensors: Hardware, Algorithm, Application and Future Direction” 🧩 1. Research Background: From “Touch” to “Smart Touch” Traditional tactile sensors (resistive, capacitive, piezoelectric, etc.) have limitations in terms of resolution, … Read more

Giving Robots a Sense of Touch? Chinese Team Develops “Electronic Skin” to Open a New Era of Human-Machine Interaction

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Giving Robots a Sense of Touch? Chinese Team Develops "Electronic Skin" to Open a New Era of Human-Machine Interaction

In our increasingly digital world, the way humans interact with machines is undergoing a profound transformation. From traditional keyboards and mice to touch screens, voice control, and gesture recognition, human-machine interfaces are evolving towards more intuitive and natural interactions. In recent years, a new technology known as “soft human-machine interface” is quietly reshaping the way … Read more

2025 National College Student Embedded Chip and System Design Competition First Prize | Intelligent Learning Assistance System Based on RK3588

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2025 National College Student Embedded Chip and System Design Competition First Prize | Intelligent Learning Assistance System Based on RK3588

The National College Student Embedded Chip and System Design Competition aims to promote creativity, standardized design, self-improvement, and enjoyment of competition. Since its inception, it has nearly covered all electronic information universities across the country, playing a positive role in promoting the growth of innovative talents among college students and enhancing their engineering practical abilities, … Read more

Robrain AI Develops ‘Closed-Loop Intelligence’ Engine for Embodied Intelligent Robots, Accelerating Their ‘Soul Awakening’

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Robrain AI Develops 'Closed-Loop Intelligence' Engine for Embodied Intelligent Robots, Accelerating Their 'Soul Awakening'

Author: Li NingyuanIoT Think Tank Original As a typical intelligent hardware product, robots have not demonstrated significant intelligence in their commercial applications for a long time. Traditional robots can be categorized based on their limitations: weak environmental perception, isolated operation of unimodal sensors, lack of multimodal fusion algorithms and anti-interference hardware; shallow interaction, reliance on … Read more

Four Emerging Trends Shaping Embedded AI

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Four Emerging Trends Shaping Embedded AI

Editor’s Note: This article is translated from eetimes, and the author Jeff Bier is the president of consulting firm BDTI, founder of the Edge AI and Vision Alliance, and chairman of the Embedded Vision Summit. 1/ In recent years, embedded computer vision and broader perceptual artificial intelligence have seen tremendous growth: using sensors and embedded … Read more