Widar3.0 : Zero-Effort Cross-Domain Gesture Recognition With Wi-Fi
With the development of signal processing technology, the ubiquitous Wi-Fi devices open an unprecedented opportunity to solve the challenging human gesture recognition problem by learning motion re…
Class-Aware Sounding Objects Localization via Audiovisual Correspondence
Audiovisual scenes are pervasive in our daily life. It is commonplace for humans to discriminatively localize different sounding objects but quite challenging for machines to achieve class-aware so…
AF: An Association-Based Fusion Method for Multi-Modal Classification
Multi-modal classification (MMC) aims to integrate the complementary information from different modalities to improve classification performance. Existing MMC methods can be grouped into two catego…
GRIM : A General, Real-Time Deep Learning Inference Framework for Mobile Devi…
It is appealing but challenging to achieve real-time deep neural network (DNN) inference on mobile devices, because even the powerful modern mobile devices are considered as “resource-constrained…
Size-Dependent UV-C Communication Performance of AlGaN Micro-LEDs and LEDs
Optimal LED size is an important topic for high-speed UV-C wireless communication but still lacks sufficient investigation. In this work, we study the size effect of UV-C LEDs based on the entire c…
Long-Range High-Spatial-Resolution Distributed Measurement by a Wideband Bril…
Stimulated Brillouin scattering (SBS)-based distributed fiber optic sensing technique has found pervasive applications in measurement of real-world environmental variables. Its sensing capability, …
Enhanced Group Sparse Regularized Nonconvex Regression for Face Recognition
Regression analysis based methods have shown strong robustness and achieved great success in face recognition. In these methods, convex l1 -norm and nuclear norm are usually utilized to approximate…
Real-Time FPGA Investigation of Interplay Between Probabilistic Shaping and F…
In this work, we implement a complete probabilistic amplitude shaping (PAS) architecture on a field-programmable gate array (FPGA) platform to study the interplay between probabilistic shaping (PS)…
Multifunctional Ultraviolet-C Micro-LED With Monolithically Integrated Photod…
In this paper, a multifunctional ultraviolet-C (UVC) micro-LED with monolithically integrated photodetector (PD) based on AlGaN multiple quantum wells (MQWs) was fabricated. We designed and integra…
Evolutionary Deep Fusion Method and its Application in Chemical Structure Rec…
Feature extraction is a critical issue in many machine learning systems. A number of basic fusion operators have been proposed and studied. This article proposes an evolutionary algorithm, called e…
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