20 papers · ranked by Valyu relevance
Besim Bilalli, Alberto Abelló, Tomàs Aluja‐Banet, Robert Wrembel
Data pre-processing is one of the most time consuming and relevant steps in a data analysis process (e.g., classification task). A given data pre-processing operator (e.g., transformation) can have positive, negative or zero impact on the final result of the analysis. Expert users have the required knowledge to find…
Agata Giełczyk, Anna Marciniak, Martyna Tarczewska, Zbigniew Lutowski + 1 more
To verify how the selected pre-processing method affects the final classification result, we proposed a baseline system. The general overview of this system is presented in [pone.0265949.g002]. The black box visible in [pone.0265949.g002] marks the selected pre-processing method. The pre-processing step is an important…
Alessandra Mendes Pacheco Guerra Vale, Mariano Ucchesu, Cecilia Di Ruberto, Andrea Loddo + 2 more
'Cecilia Di Ruberto' 'Andrea Loddo' 'Júlia Martins Soares' 'Gianluigi Bacchetta'] However, in order to extract the morphological and colorimetric features, it is necessary to segment the image containing the samples to be analysed. This stage represents one of the most challenging steps in image processing, as it is…
Vipul Mehra
This research work is a part of the Master of Science in Information Sciences and Technologies at the School of Information, B. Thomas Golisano College of Computing and Information Sciences, Rochester Institute of Technology, Rochester, New York. I would like to express my gratitude to my committee chair Dr. Michael…
Nadine S. J. Jacobsen, Daniel Kristanto, Suong Welp, Yusuf Cosku Inceler + 1 more
Preprocessing is necessary to extract meaningful results from electroencephalography (EEG) data. With many possible preprocessing choices, their impact on outcomes is fundamental. While previous studies have explored the effects of preprocessing on stationary EEG data, this research delves into mobile EEG, where…
M. Rajalakshmi
Mycotoxin contamination in certain agricultural systems have been a serious concern for human and animal health. Mycotoxins are toxic substances produced mostly as secondary metabolites by fungi that grow on seeds and feed in the field, or in storage. The food-borne Mycotoxins likely to be of greatest significance for…
Adarsh Arun, Jana Weber, Zhen Guo, Alexei Lapkin
As the chemical sector looks to decarbonize, one promising solution is the utilization of bio-feedstocks and biowaste to produce functional molecules. There is, therefore, great interest in understanding how and where to integrate these resources within chemical supply chains. To assist such efforts, screening…
Ovi Paul
—NumtaDB is by far the largest data-set collection for handwritten digits in Bengali. This is a diverse dataset containing more than 85000 images. But this diversity also makes this dataset very difficult to work with. The goal of this paper is to find the benchmark for pre-processed images which gives good accuracy on…
Sai Prakash Challa, Melvin Alexis Lara de Leon, Jiri Koziorek, Ibrahim A. Hameed + 1 more
Machine vision and AI-based defect detection systems are increasingly deployed in manufacturing to support consistent product quality and high production efficiency. However, these automated inspection systems often suffer from sensitivity to imaging variability, dependence on large labeled datasets, and the need for…
Narjes Soltani Dehaghani, Mojtaba Zarei
5## MENTAL IMAGERY Pre-stimulus brain activities are sometimes linked to imagination. Multiple studies suggest that mental imagery operates similarly to weak perceptual stimuli, such as those with low contrast or luminance (Pearson, ). Although imagination is typically considered a voluntary process, it can also occur…
Jaap de Ruyter van Steveninck, Umut Güçlü, Richard van Wezel, Marcel van Gerven
Neural prosthetics may provide a promising solution to restore visual perception in some forms of blindness. The restored prosthetic percept is rudimentary compared to normal vision and can be optimized with a variety of image preprocessing techniques to maximize relevant information transfer. Extracting the most…
Adem Yildirim, Sina Mozaffari-Jovin, Ann-Kathrin Wallisch, Jessica Ries + 4 more
Splicing is catalyzed by the spliceosome, a compositionally dynamic complex assembled stepwise on pre-mRNA. We reveal links between splicing machinery components with the intrinsically disordered ciliopathy protein SANS. Pathogenic mutations in SANS/USH1G lead to Usher syndrome – the most common cause of…
Muhammad Aamir, Mahmoudreza Ovissipour, Shyam S. Sablani, Barbara Rasco
'Barbara Rasco'] A resurgence in interest examining thermal pasteurization technologies has been driven by demands for “cleaner” labeling and the need of organic and natural foods markets for suitable preventive measures to impede microbial growth and extend shelf life of minimally processed foods and ready-to-eat…
Nishant Chaudhari
Carbon fibers have recently attracted tremendous attention, and many industries have adopted them. However, high manufacturing costs and complex processes still limit their widespread use in large-scale applications. The cost of current precursors, namely PAN and Pitch, alone accounts for more than half of the total…
Alberto Gomez, Veronika A. Zimmer, Gavin Wheeler, Nicolas Toussaint + 7 more
'Shujie Deng' 'Robert Wright' 'Emily Skelton' 'Jackie Matthew' 'Bernhard Kainz' 'Jo Hajnal' 'Julia Schnabel'] We present PRETUS - a Plugin-based Real Time UltraSound software platform for live ultrasound image analysis and operator support. The software is lightweight; functionality is brought in via independent…
Authors not listed
Kinetic modeling is essential for predicting changes in food quality during processing and storage. This study evaluates the application of physics-informed neural networks (PINN) for food kinetic modeling, integrating kinetic insights into neural network frameworks. Based on three case studies, namely seed drying…
Sule Tasliyurt-Celebi, Daniel Kaiser, Katharina Dobs
Detecting faces in our surroundings typically only takes a fraction of a second. How can such a rapid perceptual process still be influenced by prior expectations? Here, we used electroencephalography (EEG) to investigate how prior scene context modulates the temporal dynamics of neural face representations.…
Silvia Mironeasa, Ionica Coţovanu, Costel Mironeasa, Mădălina Ungureanu-Iuga + 2 more
'Mădălina Ungureanu-Iuga' 'Rosa Tundis' 'Monica Rosa Loizzo'] The demand for healthy ready-to-eat foods like snacks is increasing. Physical modification of vegetal food matrices through extrusion generates significant changes in the chemical composition of the final product. There is a great variety of food matrices…
Monalisa Cavalcante, J. C. R. Araújo, José Holanda da Silva Júnior
Image processing has always been a topic of significant importance to society. Recently, this field has gained considerable prominence due to the development of intelligent systems. In this work, we present a new method of image processing that utilizes statistical analysis, specifically designed for applications in…
Lisa Babcock-Jackson, Tatyana Konovalova, Jeremy Krogman, Robert Bird + 1 more
The ability of modern agriculture to meet future food demand imposed by accelerating growth of the world’s population is a major challenge, and fertilizers play a key role by replacing nutrients in agricultural soil. Given the need for fertilizer, its costs in nonrenewable resources and energy, and the consequences of…