The IPRS Image Processing and Pattern Recognition System. [PDF]
, 1997 IPRS is a freely available software system which consists of about 250 library functions in C, and a set of application programs. It is designed to run under UNIX and comes with full source code, system manual pages, and a comprehensive user's and ...
Caelli, Terry +3 more
core +1 more source
Spectrally encoded single-pixel machine vision using diffractive networks
Science Advances, 2021 Diffractive networks encode the spatial information of objects into power spectrum to classify images with a single-pixel detector. We demonstrate optical networks composed of diffractive layers trained using deep learning to encode the spatial ...
Jingxi Li +8 more
semanticscholar +1 more source
Ferroelectric photosensor network: an advanced hardware solution to real-time machine vision
Nature Communications, 2021 Nowadays the development of machine vision is oriented toward real-time applications such as autonomous driving. This demands a hardware solution with low latency, high energy efficiency, and good reliability.
B. Cui +17 more
semanticscholar +1 more source
Fast Convolutional Method for Automatic Sleep Stage Classification [PDF]
Healthcare Informatics Research, 2018 ObjectivesPolysomnography is essential to diagnose sleep disorders. It is used to identify a patient's sleep pattern during sleep. This pattern is obtained by a doctor or health practitioner by using a scoring process, which is time consuming.
Intan Nurma Yulita +2 more
doaj +1 more source
Application of Machine Vision System in Food Detection
Frontiers in Nutrition, 2022 Food processing technology is an important part of modern life globally and will undoubtedly play an increasingly significant role in future development of industry.
Z. Xiao +4 more
semanticscholar +1 more source
Spectral fusion-based breathing frequency estimation; experiment on activities of daily living
BioMedical Engineering OnLine, 2018 Background We study the estimation of breathing frequency (BF) derived from wearable single-channel ECG signal in the context of mobile daily life activities.
Iman Alikhani +4 more
doaj +1 more source
Automatic annotation of tennis games: An integration of audio, vision, and learning [PDF]
, 1999 Fully automatic annotation of tennis game using broadcast video is a task with a great potential but with enormous challenges. In this paper we describe our approach to this task, which integrates computer vision, machine listening, and machine learning.
Fei Yan +27 more
core +1 more source
A 619-pixel machine vision enhancement chip based on two-dimensional semiconductors
Science Advances, 2022 The rapid development of machine vision applications demands hardware that can sense and process visual information in a single monolithic unit to avoid redundant data transfer.
Shunli Ma +14 more
semanticscholar +1 more source
Attention mechanisms and deep learning for machine vision: A survey of the state of the art [PDF]
arXiv.org, 2021 With the advent of state of the art nature-inspired pure attention based models i.e. transformers, and their success in natural language processing (NLP), their extension to machine vision (MV) tasks was inevitable and much felt.
A. M. Hafiz, S. A. Parah, R. A. Bhat
semanticscholar +1 more source
MIFH: A Machine Intelligence Framework for Heart Disease Diagnosis
IEEE Access, 2020 Cardiovascular disease tops the list among all major causes of deaths worldwide. Though, prognostication and in-time diagnosis can help in reducing the mortality rate as well as increases the survival rate of patients.
Ankur Gupta +3 more
doaj +1 more source