Search Results - Deep Pixel Publishing,

Deep-learning-based sub-meter urban construction-site mapping reveals China's dual-track urban renewal.

Authors: Li, Jiayi Wang, Wenrui Huang, Xin et al.

Source: National Science Review. Apr2026, Vol. 13 Issue 7, p1-14. 14p.

PixCUE: Joint Uncertainty Estimation and Image Reconstruction in MRI using Deep Pixel Classification.

Authors: Ekanayake, Mevan Pawar, Kamlesh Chen, Zhifeng et al.

Source: Journal of Imaging Informatics in Medicine; Aug2025, Vol. 38 Issue 4, p2071-2084, 14p

Pixel Reconstruction and Edge Detection of Remote Sensing Images by Deep Learning.

Authors: Hao Shen Yixin Jing

Source: Nonlinear Optics, Quantum Optics: Concepts in Modern Optics. 2025, Vol. 61 Issue 1/2, p57-70. 14p.

Stabilizing the Convergence of Pixel-Based Deep Active Inference Controllers Using Adaptive Smoothing Filters.

Authors: Nagatsuka, Kazuma Kutsuzawa, Kyo Owaki, Dai et al.

Source: Biomimetics (2313-7673). Jan2026, Vol. 11 Issue 1, p1. 18p.

ID-MSNet: An Enhanced Multi-Scale Network with Convolutional Attention for Pixel-Level Steel Defect Segmentation.

Authors: Saberironaghi, Mohammadreza Ren, Jing Saberironaghi, Alireza

Source: Algorithms. Apr2026, Vol. 19 Issue 4, p294. 20p.

A Blockchain-Based Hybrid Hunger Game Search Archimedes Optimization Enabled Deep Learning for Multiclass Plant Disease Detection Using Leaf Images.

Authors: Gajmal, Yogesh Manohar Jagtap, Arvind M. Kale, Kiran Dhanaji et al.

Source: International Journal of Image & Graphics. May2026, Vol. 26 Issue 3, p1-31. 31p.

Optimization of deep learning method on track reconstruction for X-ray polarimetry with gas pixel detectors.

Authors: Jiao, Yang Jiang, Weichun Jiang, Jiechen et al.

Source: Experimental Astronomy. Jun2025, Vol. 59 Issue 3, p1-17. 17p.

Development of a Model to Identify Oil Spills Using Supervised Deep Learning for Semantic Segmentation Using DeepLabV3-MobileNetV3.

Authors: Do, Hoang Dat Truong, Thanh Hai Pham, Van Ngo et al.

Source: Polish Maritime Research. Jun2026, Vol. 33 Issue 2, p134-144. 11p.

Assessing the efficiency of pixel-based and object-based image classification using deep learning in an agricultural Mediterranean plain.

Authors: Bayazit, Murat Dönmez, Cenk Berberoglu, Süha

Source: Environmental Monitoring & Assessment. Feb2025, Vol. 197 Issue 2, p1-20. 20p.

Deep Residual Network and Wavelet Transform-Based Non-Local Means Filter for Denoising Low-Dose Computed Tomography.

Authors: Sehgal, Rashmita Kaushik, Dr. Vandana Dixit

Source: International Journal of Image & Graphics. Jan2026, Vol. 26 Issue 1, p1-27. 27p.

Feature representation improved Faster R-CNN model for high-efficiency pavement crack detection.

Authors: Zhai, Junzhi Sun, Zhaoyun Huyan, Ju et al.

Source: Canadian Journal of Civil Engineering. 2023, Vol. 50 Issue 2, p114-125. 12p.

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A lightweight deep learning framework for reliable microscopy-based diagnosis of cutaneous leishmaniasis.

Authors: E. Ahmed, Nisreen Osman Mwalili, Samuel Elbashir, Murtada K.

Source: PLoS ONE. 3/17/2026, Vol. 21 Issue 3, p1-21. 21p.

SAR-Based Submesoscale Oceanic Eddy Detection Using Deep Fusion Feature Pyramid Network with Scale-Aware Learning.

Authors: Peng, Songhao Chen, Yongqiang Wang, Chunle

Source: Remote Sensing. May2026, Vol. 18 Issue 9, p1370. 21p.

MLE-ResUNet: SWIR Image Super-Resolution Using Along-Track Oversampling and Visible-Light-Guided Deep Learning.

Authors: Zhu, Yongqian Cheng, Bo Liu, Qianmin et al.

Source: Remote Sensing. Jun2026, Vol. 18 Issue 12, p1922. 32p.

Deep Ensemble Model for Brain Age Prediction in MRI with Hybrid Optimal Feature Selection.

Authors: Vishnupriya, G. S. Rajakumari, Brintha S.

Source: International Journal of Image & Graphics. May2026, Vol. 26 Issue 3, p1-28. 28p.

Uncertainty Assessment in Deep Learning-based Plant Trait Retrievals from Hyperspectral data.

Authors: Cherif, Eya Kattenborn, Teja Brown, Luke A. et al.

Source: Biogeosciences. 2026, Vol. 23 Issue 7, p2235-2259. 25p.

Identifying mineral potentials related to geological structures using deep learning.

Authors: Shahraki, Hadi Jami, Mohsen

Source: International Journal of Systematic Innovation. Feb2026, Vol. 10 Issue 1, p11-18. 8p.

Deep Learning Techniques for Image Plagiarism Detection: A Systematic Review.

Authors: Naudiyal, Anjali Joshi, Kapil Praveen, Sheeba et al.

Source: Kurdistan Journal of Applied Research (KJAR). Jun2026, Vol. 11 Issue 1, p100-120. 21p.

An Empirical Measurement of Lighting Technology Changeover in New York City with Deep Learning.

Authors: Yu, Lan Manz, Mary Sharma, Mohit S. et al.

Source: Remote Sensing. Mar2026, Vol. 18 Issue 5, p799. 36p.