4 papers
A Comparative Study of EMG- and IMU-based Gesture Recognition at the Wrist and Forearm
Soroush Baghernezhad, Elaheh Mohammadreza, Vinicius Prado da Fonseca +2
Gestures are an integral part of our daily interactions with the environment. Hand gesture recognition (HGR) is the process of interpreting human intent through various input modal…
Towards Biosignals-Free Autonomous Prosthetic Hand Control via Imitation Learning
Kaijie Shi, Wanglong Lu, Hanli Zhao +3
Limb loss affects millions globally, impairing physical function and reducing quality of life. Most traditional surface electromyographic (sEMG) and semi-autonomous methods require…
Leveraging Compliant Tactile Perception for Haptic Blind Surface Reconstruction
Laurent Yves Emile Ramos Cheret, Vinicius Prado da Fonseca, Thiago Eustaquio Alves de Oliveira
Non-flat surfaces pose difficulties for robots operating in unstructured environments. Reconstructions of uneven surfaces may only be partially possible due to non-compliant end-ef…
Denoising Opponents Position in Partial Observation Environment
Aref Sayareh, Aria Sardari, Vahid Khoddami +3
The RoboCup competitions hold various leagues, and the Soccer Simulation 2D League is a major among them. Soccer Simulation 2D (SS2D) match involves two teams, including 11 players…