Abstract: Understanding 3D physical world requires 3D data with rich geometry of objects and scenes. The emergence of large-scale 3D datasets necessitates a powerful 3D generative model for 3D shape synthesis and analysis. This paper…
Abstract: Object detection is a crucial remote sensing task. Due to multiscale and multiclass object scales, intraclass differences, and interclass similarity, geospatial object detection remains difficult. This letter proposes an end-to-end feature-reflowing pyramid network (FRPNet)…
Abstract: Federated learning (FL) trains a shared collaborative machine learning model using distributed devices to store confidential training data. FL task publishers are monopolists. We present a FL marketplace with multiple FL task publishers and…
Abstract: Due to growing interest in blockchain technology for secure, auditable, decentralized applications, its challenges must be addressed. This letter discusses the delay caused by Proof-of-Work (PoW) blockchains, which require consensus to append new information…
Abstract: Medical IoT devices and cloud technology are popular. Sharing EHRs improves medical diagnosis and public health. Hospitals struggle to share EHRs, and patients rarely know how their records are used. This paper proposes a…
Abstract: In millimeter-wave (mmWave) systems to combat severe propagation losses, large-scale antenna arrays (LSAAs) are used to achieve beamforming gains. For fully-digital beamformers, each antenna element must be driven by an RF chain, increasing hardware…
Abstract: Wireless communication and mobile devices in healthcare have grown in popularity. Despite improved electronic health record security, data breaches still threaten patient privacy. Thus, implementing an access control system is difficult if users with…
Abstract: Today’s web links carry massive amounts of confusing data. Universities, organizations, frameworks, gas, petroleum, photogrammetry, healthcare, and archaeology have massive, complex data with different structures. In archaeological photogrammetry, Big Data is the main challenge….
Abstract: Aggressive urbanization increases waste exponentially, causing environmental damage. Reusing them can solve this problem. Our machine learning and blockchain-based system identifies waste products and suggests multiple “Do-It-Yourself” (DIY) recycling and reuse ideas. Blockchain’s shared…
Abstract: Health information exchange improves outcomes and cuts medical costs. Health information exchange requires data integrity and self-determination. Blockchain and dynamic consents solve this. HealthPocket is a blockchain-based mobile platform that uses HL7 FHIR standards…
Abstract: Remote sensing, early warning systems, and visual tracking use small aerial object detection. Existing moving object detection methods can distinguish normal-sized objects from the dynamic background, but not small ones. A novel method is…
Abstract: Online education and meetings have increased during the COVID-19 pandemic. Traditional online environments offer simple streaming services using cameras and microphones, which limits physical expression and real-world cultural and economic activities. Metaverse environments, avatar-based…
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