2010 IEEE/RSJ International Conference on Intelligent Robots and Systems 2010
DOI: 10.1109/iros.2010.5651479
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Simplified human hand models based on grasping analysis

Abstract: Abstract-The purpose of this paper is to analyze in some depth the kinematic behaviour of the human hand, in order to obtain simplified human hand models with the minimum and optimal number of Degrees of Freedom (DoF), and thus achieving an efficient manipulation task. The statistical analysis is carried out using Principal Components Analysis (PCA). Power and precision grasps are obtained with the use of a Cyberglove and a human hand model with 24 DoF. Finally, these experiments are used to evaluate the best … Show more

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Cited by 19 publications
(13 citation statements)
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“…Therefore, their movement set is constrained and defined mathematically regarding other joints. With this in mind, different human hands' DoF can be hierarchized according to the relevance of its actions when performing particular tasks, such as grasping [25]. Table 2 lists the most relevant joints of the human hand, where aa and fe states the movements of the MCP and TMC joints for the front and thumb fingers, respectively.…”
Section: Hand Designmentioning
confidence: 99%
See 1 more Smart Citation
“…Therefore, their movement set is constrained and defined mathematically regarding other joints. With this in mind, different human hands' DoF can be hierarchized according to the relevance of its actions when performing particular tasks, such as grasping [25]. Table 2 lists the most relevant joints of the human hand, where aa and fe states the movements of the MCP and TMC joints for the front and thumb fingers, respectively.…”
Section: Hand Designmentioning
confidence: 99%
“…Interphalangeal constraints for the actuated joints. Adapted from Cobos[25] Ten more relevant human hand joints when performing grasping tasks. Refer to Fig.1for the positions of the joints.…”
mentioning
confidence: 99%
“…The Dexmo is under-instrumented, in that the distal linkage rotations are unknown. When a hand adopts a circular power grasp however, the fingers follow a predictable trajectory [28]. The angles of the Proximal Interphalangeal (PIP) and Distal Interphalangeal (DIP) joints can be modelled as linear functions of each other and Metacarpal (MCP) flex [29]- [31].…”
Section: Pose Estimationmentioning
confidence: 99%
“…The aim of this article is to describe the preliminary development of a virtual reality system for simulating musculoskeletal assessment and treatment of the hand, where at least two contact points are required. This setup is based on the MasterFinger-2 [24] device that allows both recording of movements and forces applied by two points of contact during performance of real manipulations; and force feedback during simulations of the recorded scenarios which can then be performed on a virtual hand model [25]. Authors have cooperated at distance in defining and evaluating the manipulation patterns.…”
Section: Haptic Device For Capturing and Simulating Hand Manipulationmentioning
confidence: 99%