Ausgabe 1/2024
Inhalt (28 Artikel)
Distinguishing between Crohn’s disease and ulcerative colitis using deep learning models with interpretability
José Maurício, Inês Domingues
FBRNet: a feature fusion and border refinement network for real-time semantic segmentation
ShaoJun Qu, Zhuo Wang, Jie Wu, YueWen Feng
A novel model for fall detection and action recognition combined lightweight 3D-CNN and convolutional LSTM networks
Chan Su, Jianguo Wei, Deyu Lin, Linghe Kong, Yong Liang Guan
How to track and segment fish without human annotations: a self-supervised deep learning approach
Alzayat Saleh, Marcus Sheaves, Dean Jerry, Mostafa Rahimi Azghadi
Hierarchical contrastive learning and color standardization for single image sand-dust removal
Yazhong Si, Mengjia Xu, Fan Yang
3D orientation field transform
Wai-Tsun Yeung, Xiaohao Cai, Zizhen Liang, Byung-Ho Kang
Learning discriminative local contexts for person re-identification in vehicle surveillance scenarios
Xiangyu Lin, Jing Wang, Rufei Huang, Cheng Wang, Huizhen Zhang
An ensemble of learned features and reshaping of fractal geometry-based descriptors for classification of histological images
Guilherme Freire Roberto, Leandro Alves Neves, Alessandra Lumini, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
Epileptic EEG signal classification using an improved VMD-based convolutional stacked autoencoder
Sebamai Parija, Pradipta Kishore Dash, Ranjeeta Bisoi
Adaptive spectral graph wavelets for collaborative filtering
Osama Alshareet, A. Ben Hamza
Evaluation of sparsity metrics and evolutionary algorithms applied for normalization of H&E histological images
Thaína A. Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Alessandro Santana Martins, Chetna Kaushal, Marcelo Zanchetta do Nascimento
A detection method for occluded and overlapped apples under close-range targets
Yuhui Yuan, Hubin Liu, Zengrong Yang, Jianhua Zheng, Junhui Li, Longlian Zhao
Subdomain adaptation via correlation alignment with entropy minimization for unsupervised domain adaptation
Obsa Gilo, Jimson Mathew, Samrat Mondal, Rakesh Kumar Sandoniya
A spatio-temporal binary grid-based clustering model for seismicity analysis
Rahul Kumar Vijay, Satyasai Jagannath Nanda, Ashish Sharma
Subspace clustering via adaptive-loss regularized representation learning with latent affinities
Kun Jiang, Lei Zhu, Zheng Liu, Qindong Sun
Phase analysis simulating the Takeda method to obtain a 3D profile of SARS-CoV-2 cells
Jesús Arriaga-Hernández, Bolivia Cuevas-Otahola, José J. Oliveros-Oliveros, María M. Morín-Castillo
Nonparametric K-means clustering-based adaptive unsupervised colour image segmentation
Zubair Khan, Jie Yang
Semi-supervised fuzzy broad learning system based on mean-teacher model
Zizhu Fan, Yijing Huang, Chao Xi, Cheng Peng, Shitong Wang
Information theory divergences in principal component analysis
Eduardo K. Nakao, Alexandre L. M. Levada
Big topic modeling based on a two-level hierarchical latent Beta-Liouville allocation for large-scale data and parameter streaming
Koffi Eddy Ihou, Nizar Bouguila
Selective bin model for reversible data hiding in encrypted images
Ruchi Agarwal, Sara Ahmed, Manoj Kumar
Segmenting large historical notarial manuscripts into multi-page deeds
Jose Ramón Prieto, David Becerra, Alejandro Hector Toselli, Carlos Alonso, Enrique Vidal
Local complex features learned by randomized neural networks for texture analysis
Lucas C. Ribas, Leonardo F. S. Scabini, Jarbas Joaci de Mesquita Sá Junior, Odemir M. Bruno
A deep learning approach to censored regression
Vlad-Rareş Dănăilă, Cătălin Buiu
Redirected transfer learning for robust multi-layer subspace learning
Jiaqi Bao, Mineichi Kudo, Keigo Kimura, Lu Sun
Nonlinear dimensionality reduction with q-Gaussian distribution
Motoshi Abe, Yuichiro Nomura, Takio Kurita
LFFNet: lightweight feature-enhanced fusion network for real-time semantic segmentation of road scenes
Xuegang Hu, Jing Feng, Juelin Gong
Quantifying robustness: 3D tree point cloud skeletonization with smart-tree in noisy domains
Harry Dobbs, Oliver Batchelor, Casey Peat, James Atlas, Richard Green