Multi-scale deep learning and clustering-based tabletop object instance segmentation for robot manipulation

3D object instance segmentation plays a vital role in various applications such as autonomous driving, robotics and virtual reality. However, tabletop scenes exhibit diverse object complexities and size variations. The challenge is to enhance the accuracy of segmenting these scenes for multiple obje...

সম্পূর্ণ বিবরণ

গ্রন্থ-পঞ্জীর বিবরন
প্রধান লেখক: Zhihong Jiang, Yongrui Xue, Yan Zhao, Xiao Huang, Hui Li
বিন্যাস: প্রবন্ধ
ভাষা:English
প্রকাশিত: SAGE Publishing 2024-09-01
মালা:International Journal of Advanced Robotic Systems
অনলাইন ব্যবহার করুন:https://doi.org/10.1177/17298806241278165