Data-driven robotic visual grasping detection for unknown objects: A problem-oriented review

H Tian, K Song, S Li, S Ma, J Xu, Y Yan - Expert Systems with Applications, 2023 - Elsevier
This paper presents a comprehensive survey of data-driven robotic visual grasping
detection (DRVGD) for unknown objects. We review both object-oriented and scene …

Robot grasping system and grasp stability prediction based on flexible tactile sensor array

T Li, X Sun, X Shu, C Wang, Y Wang, G Chen, N Xue - Machines, 2021 - mdpi.com
As an essential perceptual device, the tactile sensor can efficiently improve robot
intelligence by providing contact force perception to develop algorithms based on contact …

Digital twin model construction of robot and multi-object under stacking environment for grasping planning

J Yun, G Li, D Jiang, M Xu, F Xiang, L Huang… - Applied Soft …, 2023 - Elsevier
Object grasping is the basic function for robots to complete various tasks. However, it is still a
hot and difficult problem to grasp object in multi-object stacking environment. A digital twin …

Visual-tactile manipulation to collect household waste in outdoor

J Castano-Amoros, IL Paez-Ubieta, P Gil… - arXiv preprint arXiv …, 2024 - arxiv.org
This work presents a perception system applied to robotic manipulation, that is able to assist
in navigation, household waste classification and collection in outdoor environments. This …

Learn multi-step object sorting tasks through deep reinforcement learning

J Bao, G Zhang, Y Peng, Z Shao, A Song - Robotica, 2022 - cambridge.org
Robotic systems are usually controlled to repetitively perform specific actions for
manufacturing tasks. The traditional control methods are domain-dependent and model …

A pixel-level grasp detection method based on Efficient Grasp Aware Network

H Xi, S Li, X Liu - Robotica, 2024 - cambridge.org
This work proposes a novel grasp detection method, the Efficient Grasp Aware Network
(EGA-Net), for robotic visual grasp detection. Our method obtains semantic information for …

Manipulación visual-táctil para la recogida de residuos domésticos en exteriores

J Castaño-Amorós, IL Páez-Ubieta, P Gil… - … de Automática e …, 2023 - riunet.upv.es
[ES] Este artículo presenta un sistema de percepcion orientado a la manipulación robótica,
capaz de asistir en tareas de navegación, clasificacion y recogida de residuos domésticos …

Selective 6D grasping with a collision avoidance system based on point clouds and RGB+ D images

CCB Viturino, AGS Conceicao - Robotica, 2023 - cambridge.org
In recent years, deep learning-based robotic grasping methods have surpassed analytical
methods in grasping performance. Despite the results obtained, most of these methods use …

Study of grasp-energy based optimal distribution of contact forces on a humanoid robotic hand during object grasp

S Mukherjee, A Mahapatra, A Kumar, A Chatterjee - Robotica, 2022 - cambridge.org
A novel grasp optimization algorithm for minimizing the net energy utilized by a five-fingered
humanoid robotic hand with twenty degrees of freedom for securing a precise grasp is …

基于三维点云的机器人跟踪抓取实验设计.

张倩, 代伟, 朱美强, 张坤… - Experimental Technology …, 2024 - search.ebscohost.com
针对机器人抓取问题进行了综合性教学实验设计, 提出了基于物体点云信息的机器人跟踪抓取
方法. 通过阈值处理保留运动模糊光条中亮度较高的部分, 改善了运动模糊情况下光条区域提取 …