Improved image classification explainability with high-accuracy heatmaps
Sign Up to like & getrecommendations! Published in 2022 at "iScience"
DOI: 10.1016/j.isci.2022.103933
Abstract: Summary Deep learning models have become increasingly used for image-based classification. In critical applications such as medical imaging, it is important to convey the reasoning behind the models' decisions in human-understandable forms. In this work,… read more here.
Keywords: classification explainability; image; image classification; classification ... See more keywords
Improved Image Unevenness Reduction and Thresholding Methods for Effective Asphalt X-Ray CT Image Segmentation
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Computing in Civil Engineering"
DOI: 10.1061/(asce)cp.1943-5487.0000631
Abstract: AbstractThe internal structure of asphalt mixture revealed by X-ray computed tomography (CT) images provides useful information in a variety of civil engineering applications. This paper studied tw... read more here.
Keywords: improved image; image; image unevenness; asphalt ... See more keywords
IRE: Improved Image Super-Resolution Based on Real-ESRGAN
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3256086
Abstract: Image super-resolution (SR) is a research field focusing on image degradation techniques. The High-order Deterioration Model (HDM) implemented in Real-ESRGAN has proven more effective in simulating the degradation of real-world images compared to conventional bicubic… read more here.
Keywords: super resolution; real esrgan; model; image super ... See more keywords
Abstract 1869: Improved image-guided surgical resection of glioblastoma with [18F]-fluoroethyltyrosine Cerenkov luminescence imaging
Sign Up to like & getrecommendations! Published in 2017 at "Cancer Research"
DOI: 10.1158/1538-7445.am2017-1869
Abstract: The ability of a surgeon to completely resect a tumor is directly related to outcome in high- and low-grade gliomas. However current intraoperative navigational tools are useful only in a subset of glioma patients and… read more here.
Keywords: improved image; cerenkov luminescence; luminescence imaging; glioblastoma ... See more keywords
Improved Image Analysis for Measuring Gastric Ulcer Index in Animal Models and Clinical Diagnostic Data
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DOI: 10.3390/diagnostics12051233
Abstract: Gastric ulcers are one of the most common gastrointestinal diseases. In this study, as an attempt to reduce the minimal error in clinical observations during the diagnosis of gastric ulcers, the applicability of improved ImageJ… read more here.
Keywords: gastric ulcers; analysis; ulcer index; clinical data ... See more keywords
An improved image processing algorithm for visual characteristics in graphic design
Sign Up to like & getrecommendations! Published in 2023 at "PeerJ Computer Science"
DOI: 10.7717/peerj-cs.1372
Abstract: Drawing the clothing plan is an essential part of the clothing industry. However, the irregular shape of clothing, strong deformability and sensitivity to light make the fast and accurate realization of clothing image retrieval a… read more here.
Keywords: network; feature extraction; stage; clothing ... See more keywords