Explaining decisions of a light-weight deep neural network for real-time coronary artery disease classification in magnetic resonance imaging [0.03%]
解释轻量级深度神经网络在实时磁共振成像冠状动脉疾病分类中的决策过程
Talha Iqbal,Aaleen Khalid,Ihsan Ullah
Talha Iqbal
In certain healthcare settings, such as emergency or critical care units, where quick and accurate real-time analysis and decision-making are required, the healthcare system can leverage the power of artificial intelligence (AI) models to s...
Complexity and compression efficiency analysis of libaom AV1 video codec [0.03%]
libaom AV1视频编码器的复杂度及压缩性能分析
Isis Bender,Alex Borges,Luciano Agostini et al.
Isis Bender et al.
The recent research effort aiming to provide a royalty-free video format resulted in AOMedia Video 1 (AV1), which was launched in 2018. AV1 was developed by the Alliance for Open Media (AOMedia), which groups several major technology compan...
Butterfly network: a convolutional neural network with a new architecture for multi-scale semantic segmentation of pedestrians [0.03%]
蝴蝶网络：一种新的多尺度语义分割卷积神经网络行人检测方法
M A Alavianmehr,M S Helfroush,H Danyali et al.
M A Alavianmehr et al.
The detection of multi-scale pedestrians is one of the challenging tasks in pedestrian detection applications. Moreover, the task of small-scale pedestrian detection, i.e., accurate localization of pedestrians as low-scale target objects, c...
A new YOLO-based method for real-time crowd detection from video and performance analysis of YOLO models [0.03%]
基于YOLO的实时人群检测新方法及YOLO模型性能分析
Mehmet Şirin Gündüz,Gültekin Işık
Mehmet Şirin Gündüz
As seen in the COVID-19 pandemic, one of the most important measures is physical distance in viruses transmitted from person to person. According to the World Health Organization (WHO), it is mandatory to have a limited number of people in ...
FAM: focal attention module for lesion segmentation of COVID-19 CT images [0.03%]
针对COVID-19CT图像病变区域分割的焦点注意力模块(FAM)
Xiaoxin Wu,Zhihao Zhang,Lingling Guo et al.
Xiaoxin Wu et al.
The novel coronavirus pneumonia (COVID-19) is the world's most serious public health crisis, posing a serious threat to public health. In clinical practice, automatic segmentation of the lesion from computed tomography (CT) images using dee...
A high-performance two-dimensional transform architecture of variable block sizes for the VVC standard [0.03%]
适用于VVC标准的高性能可变块尺寸二维变换架构
Sonda Ben Jdidia,Fatma Belghith,Nouri Masmoudi
Sonda Ben Jdidia
The versatile video coding standard H.266/VVC release has been accompanied with various new contributions to improve the coding efficiency beyond the high-efficiency video coding (HEVC), particularly in the transformation process. The adapt...
Developing a real-time social distancing detection system based on YOLOv4-tiny and bird-eye view for COVID-19 [0.03%]
基于YOLOv4-tiny和鸟瞰图的实时疫情防控社交距离检测系统开发
Sergio Saponara,Abdussalam Elhanashi,Qinghe Zheng
Sergio Saponara
COVID-19 is a virus, which is transmitted through small droplets during speech, sneezing, coughing, and mostly by inhalation between individuals in close contact. The pandemic is still ongoing and causes people to have an acute respiratory ...
Real-time FPGA-based implementation of the AKAZE algorithm with nonlinear scale space generation using image partitioning [0.03%]
基于FPGA的AKAZE算法实时实现使用图像分割生成非线性尺度空间
Parastoo Soleimani,David W Capson,Kin Fun Li
Parastoo Soleimani
The first step in a scale invariant image matching system is scale space generation. Nonlinear scale space generation algorithms such as AKAZE, reduce noise and distortion in different scales while retaining the borders and key-points of th...
Dieison Soares Silveira,Lívia Amaral,Guilherme Povala et al.
Dieison Soares Silveira et al.
The digital video coding process imposes severe pressure on memory traffic, leading to considerable power consumption related to frequent DRAM accesses. External off-chip memory demand needs to be minimized by clever architecture/algorithm ...
A new approach for the detection of pneumonia in children using CXR images based on an real-time IoT system [0.03%]
基于实时物联网系统使用CXR图像检测儿童肺炎的新方法
João Victor S das Chagas,Douglas de A Rodrigues,Roberto F Ivo et al.
João Victor S das Chagas et al.
Pneumonia is responsible for high infant morbidity and mortality. This disease affects the small air sacs (alveoli) in the lung and requires prompt diagnosis and appropriate treatment. Chest X-rays are one of the most common tests used to d...