Scientific Research Publishing

Shi, L.F., Liu, Z.Y., Zhou, K.J., Shi, Y. and Jing, Y. (2023) Novel Deep Learning Network for Gait Recognition Using Multimodal Inertial Sensors. Sensors, 23, Article 849.

ABSTRACT: Human gait recognition (HGR) is a non-invasive biometric modality that is applicable in mass-scale surveillance and security systems. Nevertheless, HGR systems are currently susceptible to ...
GitHub

Simple Video Analysis System

A simple deep learning based video analysis system, including a frontend to accept users’ video and a backend to process the video content and extract the audio. Concretely, three main features have ...
Hacker

Why Machine Learning Loves GPUs: Moore’s Law, Dennard Scaling, and the Rise of CUDA & HIP

Working on Heterogeneous programming model with focus on GPUs. (Views are my own, not my employer’s) ...
GitHub

PhosPPI-SEQ: A Deep Learning Network for Predicting the Function of Phosphorylation Sites in Regulating Protein - Protein Interactions (PPI).

PhosPPI-SEQ requires only the raw protein sequences of the concerned PPI, and concerned phosphosites as input, avoiding the problem of losing information for a large amount of phosphosites due to the ...
Scientific Research Publishing

BCN-YOLO: A Deep Learning Network for PCB Defect Detection ()

To address the issues of missed detection and false detection during the defect inspection process of the PCB, an improved YOLOv7-based algorithm for PCB defect detection is proposed. Firstly, the ...
IEEE

Ovarian Cyst Classification and Abnormality Detection Using Convolutional Neural Networks

Abstract: This project aims to develop a deep learning network-based computer-aided diagnostic (CAD) system for the categorization and anomaly detection of ovarian cysts. There are 1319 ultrasound ...
C&EN

Interpretable Multiscale Convolutional Neural Network for Classification and Feature Visualization of Weak Raman Spectra of Biomolecules at Cell Membranes

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Raman spectroscopy in biological applications faces challenges due to complex spectra, ...
EurekAlert!

Single-shot super-resolved fringe projection profilometry (SSSR-FPP): 100,000 frames-per-second 3D imaging with deep learning

As one of the most widely adopted 3D sensing techniques, fringe projection profilometry (FPP) reconstructs the depth information of a scene from stereo images taken with sequential structured ...
C&EN

DeepEpiIL13: Deep Learning for Rapid and Accurate Prediction of IL-13-Inducing Epitopes Using Pretrained Language Models and Multiwindow Convolutional Neural Networks

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Accurate prediction of interleukin-13 (IL-13)-inducing epitopes is crucial for ...