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View article: Decisional Trade-offs in Localized Prostate Cancer: A Prospective Cross-Sectional Study of Radical Prostatectomy, Radiation Therapy, and Active Surveillance
Decisional Trade-offs in Localized Prostate Cancer: A Prospective Cross-Sectional Study of Radical Prostatectomy, Radiation Therapy, and Active Surveillance Open
Purpose: To evaluate patient‐reported experiences of 3 primary treatments for localized or locally advanced prostate cancer—radical prostatectomy (RP), radiation therapy (RT), and active surveillance (AS)—based on cross‐sectional data from…
View article: Performance of a deep convolutional neural network to classify crystal structures using selected area electron beam diffraction patterns containing lattice defect information
Performance of a deep convolutional neural network to classify crystal structures using selected area electron beam diffraction patterns containing lattice defect information Open
A pre-trained ResNet model was verified to have the capability of classifying crystal structures using electron diffraction patterns from crystals having defects, but with some performance decrease.
View article: Specular Detection on Glossy Surface Using Geometric Characteristics of Specularity in Top-View Images
Specular Detection on Glossy Surface Using Geometric Characteristics of Specularity in Top-View Images Open
In an autonomous driving assistance system (ADAS), top views effectively represent objects around the vehicle on a 2D plane. Top-view images are therefore widely used to detect lines in ADAS applications such as lane-keeping assistance and…
View article: Classification of crystal structures using electron diffraction patterns with a deep convolutional neural network
Classification of crystal structures using electron diffraction patterns with a deep convolutional neural network Open
The off-the-shelf deep convolutional neural network architecture, ResNet, could classify the space group of materials with cubic crystal structures with the prediction accuracy of 92.607%, using the selected area electron diffraction patte…
View article: Vacant Parking Slot Recognition Method for Practical Autonomous Valet Parking System Using around View Image
Vacant Parking Slot Recognition Method for Practical Autonomous Valet Parking System Using around View Image Open
The parking assist system (PAS) provides information of parking slots around the vehicle. As the demand for an autonomous system is increasing, intelligent PAS has been developed to park the vehicle without the driver’s intervention. To lo…
View article: A DCNN-Based Fast NIR Face Recognition System Robust to Reflected Light From Eyeglasses
A DCNN-Based Fast NIR Face Recognition System Robust to Reflected Light From Eyeglasses Open
Due to an increasing need for face recognition under poor lighting conditions, near infrared (NIR) face recognition based on deep convolutional neural networks (DCNN) has become an active area of research. However, in NIR face images of ey…
View article: Nighttime Data Augmentation Using GAN for Improving Blind-Spot Detection
Nighttime Data Augmentation Using GAN for Improving Blind-Spot Detection Open
Camera-based blind-spot detection systems improve the shortcomings of radar-based systems for accurately detecting the position of a vehicle. However, as with many camera-based applications, the detection performance is insufficient in a l…
View article: Weakly-Supervised Defect Segmentation on Periodic Textures Using CycleGAN
Weakly-Supervised Defect Segmentation on Periodic Textures Using CycleGAN Open
The importance of an automated defect inspection system has been increasing in the manufacturing industries. Various products to be examined have periodic textures. Among image-based inspection systems, it is common that supervised defect …
View article: Continuous Separation of Circulating Tumor Cells from Whole Blood Using a Slanted Weir Microfluidic Device
Continuous Separation of Circulating Tumor Cells from Whole Blood Using a Slanted Weir Microfluidic Device Open
The separation of circulating tumor cells (CTCs) from the peripheral blood is an important issue that has been highlighted because of their high clinical potential. However, techniques that depend solely on tumor-specific surface molecules…
View article: Precise 3D Baseball Pitching Trajectory Estimation Using Multiple Unsynchronized Cameras
Precise 3D Baseball Pitching Trajectory Estimation Using Multiple Unsynchronized Cameras Open
We developed a method for the precise estimation of the 3D trajectory of a baseball by modeling the movement of the baseball and estimating the capture delay, using multiple unsynchronized cameras. To develop the proposed algorithm, we mim…
View article: Smartphone-Based Point-of-Care Urinalysis Under Variable Illumination
Smartphone-Based Point-of-Care Urinalysis Under Variable Illumination Open
Urine tests are performed by using an off-the-shelf reference sheet to compare the color of test strips. However, the tabular representation is difficult to use and more prone to visual errors, especially when the reference color-swatches …