December 11, 2017
Comments Off on Text-Attentional Convolutional Neural Network for Scene Text Detection
Posted in: IEEE 2017, MATLAB
Text-Attentional Convolutional Neural Network for Scene Text Detection Abstract Recent deep learning models have demonstrated strong capabilities for classifying text and non-textcomponents in natural images. They extract a high-level feature globally computed from a whole image component (patch), where the cluttered background information may dominate true text features in the deep representation. This leads to less discriminative power and […]
December 11, 2017
Comments Off on Robotic Disease Detection in Greenhouses Combined Detection of Powdery Mildew and Tomato Spotted Wilt Virus
Posted in: IEEE 2017, MATLAB
Robotic Disease Detection in Greenhouses: Combined Detection of Powdery Mildew and Tomato Spotted Wilt Virus Abstract Robotic systems for disease detection in greenhouses are expected to improve disease control, increase yield, and reduce pesticide application. We present a robotic detection system for combineddetection of two major threats of greenhouse bell peppers: Powdery mildew (PM) and Tomato spottedwilt virus (TSWV). The system is based on a manipulator, which facilitates reaching multiple detectionposes. Several detection algorithms are developed based on principal component […]