These are then passed to the DPM (c) for each class; as we describe in Section 3.2, the DPM may also be formulated as a series of neural network layers. At training time, the loss is computed using the final detection output obtained after NMS (d), and this is then back-propagated...
sensors Article Convolutional Neural Network-Based Finger-Vein Recognition Using NIR Image Sensors Hyung Gil Hong, Min Beom Lee and Kang Ryoung Park * Division of Electronics and Electrical Engineering, Dongguk University, 30 Pildong-ro 1-gil, Jung-gu, Seoul 100-715, Korea; hell@dongguk.edu (...
cancers Article Convolutional Neural Network-Based Clinical Predictors of Oral Dysplasia: Class Activation Map Analysis of Deep Learning Results Seda Camalan 1,* , Hanya Mahmood 2 , Hamidullah Binol 1 , Anna Luiza Damaceno Araújo 3, Alan Roger Santos-Silva 3 , Pablo Agustin Vargas 3 , Marcio...
Keywords: convolutional neural network; image classification; transfer learning; medical images; deep learning; fine-tuning 1. Introduction Medical images play a very crucial role in patient treatment; however, usually, the shortage of manpower, the time required to reach a decision, and the need ...
sensors Article Convolutional Neural Network-Based Embarrassing Situation Detection under Camera for Social Robot in Smart Homes Guanci Yang 1,* ID , Jing Yang 1 ID , Weihua Sheng 2, Francisco Erivaldo Fernandes Junior 2 and Shaobo Li 1,* 1 Key Laboratory of Advanced Manufacturing Technology of...
sensors Article A Novel Deep Convolutional Neural Network Combining Global Feature Extraction and Detailed Feature Extraction for Bearing Compound Fault Diagnosis Shuzhen Han 1,2 , Pingjuan Niu 1,3,*, Shijie Luo 2, Yitong Li 2, Dong Zhen 4 , Guojin Feng 4 and Shengke Sun 5 1 School of ...
agriculture Article A Convolutional Neural Network Method for Rice Mapping Using Time-Series of Sentinel-1 and Sentinel-2 Imagery Mohammad Saadat 1, Seyd Teymoor Seydi 1 , Mahdi Hasanlou 1,* and Saeid Homayouni 2 1 School of Surveying and Geospatial Engineering, College of Engineering, ...
Convolutional Neural Network for a Self-Driving Car in a Virtual Environment. In Proceedings of the 2019 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE), Khartoum, Sudan, 21–23 September 2019; pp. 1–6. [Google Scholar] Girshick, R.; Donahue, ...
applied sciences Article Visualization and Interpretation of Convolutional Neural Network Predictions in Detecting Pneumonia in Pediatric Chest Radiographs Sivaramakrishnan Rajaraman * , Sema Candemir , Incheol Kim, George Thoma and Sameer Antani Lister Hill National Center for Biomedical Communications, ...
Keywords: ship classification; convolution neural network; multi-feature fusion; HOG; LBP; VAIS 1. Introduction In accordance with global economic expansion and increasing foreign trade, maritime traffic has witnessed tremendous growth, and this has resulted in an obvious increase in the number of ...