An ensemble-based 3D residual network for the classification of Alzheimer's disease. by Xiaoli Yang, Jiayi Zhou, Chenchen Wang, Xiao Li, Jiawen Wang, Angchao Duan, Nuan Du

“…This study proposes a deep learning-based approach using a weighted probability-based ensemble method to integrate results from three-dimensional residual networks (3D ResNet). (1) This study employs 3D ResNet-18, 3D ResNet-34, and 3D ResNet-50 architectures with the Convolutional Block Attention Module (CBAM). …”
Get full text

Advanced music classification using a combination of capsule neural network by upgraded ideal gas molecular movement algorithm by Peiyan Chen, Jichi Zhang, Arsam Mashhadi

“…Abstract Music genres classification has long been a challenging task in the field of Music Information Retrieval (MIR) due to the intricate and diverse nature of musical content. …”
Get full text

Comparative analysis of deep learning architectures for thyroid eye disease detection using facial photographs by Amirhossein Aghajani, Mohammad Taher Rajabi, Seyed Mohsen Rafizadeh, Amin Zand, Majid Rezaei, Mohammad Shojaeinia, Elham Rahmanikhah

Get full text

Defense against Adversarial Attacks in Image Recognition Based on Multilayer Filters by Mingde Wang, Zhijing Liu

Get full text

SeagrassFinder: Deep learning for eelgrass detection and coverage estimation in the wild by Jannik Elsäßer, Laura Weihl, Veronika Cheplygina, Lisbeth Tangaa Nielsen

“…We create a new dataset of over 8,300 annotated underwater images, and subsequently evaluate several deep learning architectures, including ResNet, InceptionNetV3, DenseNet, and Vision Transformer for the task of binary classification on the presence and absence of seagrass by transfer learning. …”
Get full text

Lightweight Pyramidal Multi-Scale Attention Residual Network for Plant Disease Recognition by Wenjie Liu, Guoqing Wu, Han Wang, Fuji Ren

“…In this article, we propose a lightweight model for plant disease recognition called Lightweight Pyramidal Multi-scale Attention Residual Network (LPMA-ResNet). Our model incorporates a dual pyramidal structure to capture comprehensive information and utilizes an adaptive selection attention mechanism to identify informative features from pyramid multi-scale features while suppressing irrelevant information. …”
Get full text

Representation of chemistry transport models simulations using knowledge graphs by Eduardo Illueca Fernández, Antonio Jesús Jara Valera, Jesualdo Tomás Fernández Breis

“…It enables the transformation of netCDF files into RDF triples for short term air quality forecasting. …”
Get full text

CrackVision: Effective Concrete Crack Detection With Deep Learning and Transfer Learning by Abdulrahman A. Alkannad, Ahmad Al Smadi, Shuyuan Yang, Mutasem K. Al-Smadi, Moeen Al-Makhlafi, Zhixi Feng, Zhenlong Yin

Get full text

Skin cancer detection using dermoscopic images with convolutional neural network by Khadija Nawaz, Atika Zanib, Iqra Shabir, Jianqiang Li, Yu Wang, Tariq Mahmood, Amjad Rehman

Get full text

THz image recognition of moldy wheat based on multi-scale context and feature pyramid by Yuying Jiang, Yuying Jiang, Yuying Jiang, Xinyu Chen, Xinyu Chen, Xinyu Chen, Hongyi Ge, Hongyi Ge, Hongyi Ge, Xixi Wen, Xixi Wen, Xixi Wen, Mengdie Jiang, Mengdie Jiang, Mengdie Jiang, Yuan Zhang, Yuan Zhang, Yuan Zhang

Get full text

Impact of increased anthropogenic Amazon wildfires on Antarctic Sea ice melt via albedo reduction by Sudip Chakraborty, Maloy Kumar Devnath, Atefeh Jabeli, Chhaya Kulkarni, Gehan Boteju, Jianwu Wang, Vandana P. Janeja

Get full text

Convolutional transform learning based fusion framework for scale invariant long term target detection and tracking in unmanned aerial vehicles by Fatma S. Alrayes, Nazir Ahmad, Asma Alshuhail, Menwa Alshammeri, Ali Alqazzaz, Hassan Alkhiri, Jehad Saad Alqurni, Yahia Said

Get full text

Event-Level Identification of Sleep Apnea Using FMCW Radar by Hao Zhang, Shining Bo, Xuan Zhang, Peng Wang, Lidong Du, Zhenfeng Li, Pang Wu, Xianxiang Chen, Libin Jiang, Zhen Fang

Get full text

基于小波信息熵归一化的齿轮箱可靠性研究 by 刘辉, 潘宏侠

Get full text

Facial Expression Recognition with Multi-perspective Feature Fusion Under Deep Residual Convolution by GUAN Xiaorui, GAO Lu, SONG Wenbo, LIN Kezheng

“… Aiming at the problems of inaccurate facial expression recognition and large amount of calculation under multi-perspective in real life, a facial expression recognition model MVResNet-FER is proposed, which is based on multi-perspective feature fusion under deep residual convolution.The residual block in ResNet is first improved and the conventional convolutional network is replaced with a depthwise separable network.Second, a CBAM module is added to enhance the extraction of effective features under multi-perspective and the supplementation of shallow feature information. …”
Get full text

Unified physio-thermodynamic descriptors via learned CO2 adsorption properties in metal-organic frameworks by Emily Lin, Yang Zhong, Gang Chen, Sili Deng

“…This comparative analysis facilitated the discovery of a (1) physically-interpretable and (2) analytically-derived universal descriptor set capable of illustrating interdependencies between easily-computed, accessible textural information and extrinsic adsorption properties. When used cooperatively with IsothermNet, these descriptors enable efficient material screening, accelerating high-performance MOF discovery for CO2 capture.…”
Get full text

Occlusion Vehicle Target Recognition Method Based on Component Model by Haorui Han, Hanshan Li

Get full text

Task-Based Optimization of CT Trajectories Using a Learned Defect Visibility Metric by Linda-Sophie Schneider, Anshul Dhingra, Andreas K. Maier

“…Our methodology begins by embedding artificial defects in CAD volumes to simulate defect scenarios, which are then used to train and test a ResNet-18 model. The model predicts the likelihood of defect presence in each projection, and these predictions guide a greedy optimization process that incorporates Tuy completeness to ensure sufficient information for accurate reconstruction. …”
Get full text

Multiscale Feature Filtering Network for Image Recognition System in Unmanned Aerial Vehicle by Xianghua Ma, Zhenkun Yang, Shining Chen

“…A novel building block, namely, multiscale feature filtering (MFF) module, is proposed for ResNet-like backbones and it allows feature-selective learning for multiscale context information across multiparallel branches. …”
Get full text

SGF-SLAM: Semantic Gaussian Filtering SLAM for Urban Road Environments by Zhongliang Deng, Runmin Wang

“…The inference speed of SGF-net has been improved by over 23% compared to non-fused networks. …”
Get full text