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Accelerate Point Cloud Structuring for Deep Neural Networks via Fast Spatial-Searching Tree 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: 35, 期号: 3, 页码: 2570-2585
作者:  Zhan, Jinyu;  Zou, Shiyu;  Jiang, Wei;  Zhang, Youyuan;  Peng, Suidi;  Wang, Ying
收藏  |  浏览/下载：0/0  |  提交时间：2025/06/25
Deep neural networks  point cloud structuring  fast spatial-searching tree  sampling  neighbor query  acceleration  Deep neural networks  point cloud structuring  fast spatial-searching tree  sampling  neighbor query  acceleration  
APoX-M: Accelerate deep point cloud analysis via adaptive graph construction 期刊论文
INTEGRATION-THE VLSI JOURNAL, 2025, 卷号: 101, 页码: 10
作者:  Dai, Lei;  Liang, Shengwen;  Wang, Ying;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：0/0  |  提交时间：2025/06/25
K nearest neighbor  Approximate nearest neighbor  Point cloud  Graph construction  
LighTN: Light-Weight Transformer Network for Performance-Overhead Tradeoff in Point Cloud Downsampling 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 832-847
作者:  Wang, Xu;  Jin, Yi;  Cen, Yigang;  Wang, Tao;  Tang, Bowen;  Li, Yidong
收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25
Task analysis  Point cloud compression  Transformers  Feature extraction  Voltage transformers  Three-dimensional displays  Deep learning  Point cloud  deep learning  downsampling  transformer  energy-efficient  
A Comprehensive Survey of 3D Dense Captioning: Localizing and Describing Objects in 3D Scenes 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 3, 页码: 1322-1338
作者:  Yu, Ting;  Lin, Xiaojun;  Wang, Shuhui;  Sheng, Weiguo;  Huang, Qingming;  Yu, Jun
收藏  |  浏览/下载：25/0  |  提交时间：2024/05/20
Three-dimensional displays  Task analysis  Visualization  Point cloud compression  Grounding  Surveys  Solid modeling  3D dense captioning  vision-language bridging  visual captioning  3D point cloud  
Data-efficient 3D instance segmentation by transferring knowledge from synthetic scans 期刊论文
PATTERN RECOGNITION LETTERS, 2024, 卷号: 179, 页码: 151-157
作者:  Wu, Xiaodong;  Wang, Ruiping;  Chen, Xilin
收藏  |  浏览/下载：25/0  |  提交时间：2024/05/20
Point cloud segmentation  Synthetic data  Domain adaptation  
融合时序特征约束与联合优化的点云3维人体姿态序列估计 期刊论文
中国图象图形学报, 2022, 卷号: 27, 期号: 12, 页码: 3608
作者:  廖联军;  钟重阳;  张智恒;  胡磊;  张子豪;  夏时洪
收藏  |  浏览/下载：24/0  |  提交时间：2024/05/20
human motion  human pose estimation  human motion prediction  point cloud sequence  weaklysupervised learning  人体运动  人体姿态估计  人体运动预测  点云序列  弱监督学习  
Accelerating DNN-based 3D point cloud processing for mobile computing 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2019, 卷号: 62, 期号: 11, 页码: 11
作者:  Liu, Bosheng;  Chen, Xiaoming;  Han, Yinhe;  Li, Jiajun;  Xu, Haobo;  Li, Xiaowei
收藏  |  浏览/下载：254/0  |  提交时间：2019/12/10
deep neural network acceleration  point cloud data  neighbor point search  mobile robotics  hardware architecture