Artificial intelligence has been successfully applied in various fields, one of which is computer vision. In this study, a deep neural network (DNN) was adopted for Facial emotion recognition (FER). One of the objectives in this study is to identify the
Patients with low simple intersphincter anal fistula (Fig. 1) will be enrolled from the First Affiliated Hospital of GZUCM, Wuyi Hospital of Traditional Chinese Medicine and Dongguan People’s Hospital. Fig. 1 Low simple intersphincter anal fistula Full size image Inclusion criteria (1) Patients...
shows clear and stable video images that can be reviewed or analyzed simultaneously with difference parameters, and produces direct and impersonal image data from MiceGrayAuto software and MiceGrayManu software.ConclusionThis video camera-computer monitoring system is an ideal and reliable method for st...
Cases where the confidence intervals on one bar do not overlap with the mean of a different bar imply a significant difference in a pairwise t-test Full size image Fig. 3 Histograms of videos in the database conveying different trait intensities. Neutral videos rated along the respective trait...
Full size image Adaptive boosting An ensemble learning algorithm adjusts the weak classifier’s weights by iterating over them to enhance performance and create a more robust classifier. As shown in Fig. 5, the algorithm starts with fitting the model on the dataset and having some results, then...
Install Python dependencies using conda:conda env create -f imagenet-face-obfuscation.yaml && conda activate imagenet-face-obfuscation. If you have troubles with the aforementioned two steps, you may manually install the packages inimagenet-face-obfuscation.yamlin whatever way that works for you. ...
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After the qualitative pre-study, we conducted an extensive quantitative study in September 2018 with 247 first- and second-year students enrolled at the faculty of computer science of Zuyd Hogeschool. Participation in the study was voluntary, and the participants did not receive any incentives. More...
RK optimizer algorithm tasks in several computer vision problems Full size image Fig. 7 A plot of the loss reveals distinct properties for Rung Kutta optimizer optimizer with its style of convergence by ensmallen visualization tool, where the steps that the optimizer takes plotted in red, Coordinat...
Full size image 3.2Autonomous Cleaning Robot The autonomous cleaning robot CR700 (ADLATUS Robotics) has the size (98 x 75.5 x 100 cm) and looks of an ordinary manually-operable cleaning machine with two handles and an operating display at the back (see Fig.1). It weighs up to 300 kg an...