A. Schneider
Papers
1
Total Citations
197
H-Index
1
About
A. Schneider is a leading researcher in robotic tactile perception and manipulation, with a focus on enabling robots to identify and interact with objects through touch. Their major contribution lies in pioneering the use of bag-of-features methods for tactile object recognition, as demonstrated in their highly cited 2009 paper, "Object identification with tactile sensors using bag-of-features" (197 citations). This work introduced a novel approach that processes low-resolution intensity images from tactile sensors on a robot's fingertips, applying a bag-of-words framework to robustly identify objects during grasping. By treating tactile data as a visual-like signal, Schneider bridged computer vision and haptic sensing, laying foundational techniques for autonomous robotic systems. Their research has significantly advanced the field of sensor-based manipulation, impacting areas such as industrial automation and assistive robotics. With a citation count reflecting sustained influence, Schneider’s work remains essential reading for students and researchers exploring tactile sensing, object recognition, and the integration of machine learning with physical robot interaction.
Research Focus
Key Achievements
Top Papers
- 1Object identification with tactile sensors using bag-of-features197 citations · 2009