Harvard Business Review

Tapping AI’s Potential with Powerful Infrastructure from Cloud to Edge

The energy sector is using AI in smart grid management systems to balance energy loads, mitigating the stress from peak demands to reduce disruptions and overall emissions. In telecommunications, AI’s ...

Microsoft's massive AI spending draws investor concerns as cloud business booms

Microsoft's AI infrastructure spending to meet growing cloud services demand is outpacing Wall Street expectations, deepening ...
IEEE

Late Breaking Results: A Fast Nearest Neighbor Search Acceleration for 3D Point Cloud

Abstract: This paper presents FastNN, a novel accelerator architecture for efficient K-Nearest Neighbors (KNN) search in point clouds. FastNN leverages a locality-sensitive E2LSH partitioning method ...
IEEE

Self-Supervised Point Cloud Importance Awareness Network for 2-D LiDAR SLAM

Abstract: Data understanding of light detection and ranging (LiDAR) is essential for achieving embodied intelligence in mobile robots. However, the lack of semantic differentiation in 2-D point clouds ...
IEEE

SCREAM: SCene REndering Adversarial Model for Low-and-Non-Overlap Point Cloud Registration

Abstract: Recent learning-based models excel in point cloud registration for low-overlap scenes but falter in scenarios with minimal overlap. In this article, we propose a novel method to address the ...
IEEE

Evolutionary Multitasking Descriptor Optimization for Point Cloud Registration

Abstract: Point cloud registration (PCR) is an important task for other point cloud tasks. Feature-based methods are widely adopted for their speed and efficiency in PCR. The descriptive capability of ...
IEEE

A Comparative Study of Mobile Cloud Computing, Mobile Edge Computing, and Mobile Edge Cloud Computing

Abstract: Mobile computing paradigms have undergone significant transformations with the rise of mobile cloud computing (MCC), mobile edge computing (MEC), and mobile edge cloud computing (MECC).
The Pioneer on MSN

Blase Capital EMPTY PAGE

An empty page, or rather an empty entry, resulted in a massive outage in the cloud services of Amazon Web Services (AWS). It ...
IEEE

Real-Time 3D LiDAR Point Cloud Data Acquisition & Generation on Jetson

Abstract: This paper presents a novel algorithm for real-time data acquisition, processing, and visualization of 3D point cloud data generated by the VLP-32C LiDAR sensor. The proposed method ...
IEEE

PatchMixing Masked Autoencoders for 3D Point Cloud Self-Supervised Learning

Abstract: Recently, Point-MAE has extended Masked Autoencoders (MAE) to point clouds for 3D self-supervised learning, which however faces two problems: (1) the shape similarity between the masked ...
IEEE

PCE-GAN: A Generative Adversarial Network for Point Cloud Attribute Quality Enhancement Based on Optimal Transport

Abstract: Point cloud compression significantly reduces data volume but sacrifices reconstruction quality, highlighting the need for advanced quality enhancement techniques. Most existing approaches ...
IEEE

PointCT: Point Central Transformer Network for Weakly-supervised Point Cloud Semantic Segmentation

Abstract: Although point cloud segmentation has a principal role in 3D understanding, annotating fully large-scale scenes for this task can be costly and time-consuming. To resolve this issue, we ...