„… neural networks. 7.2 Outlook The results reported in this thesis indicate the usefulness of the proposed …” „… that is currently used in all hierarchical convolutional networks for object classification. Dropout …” „… 126 7 Conclusion In the following the experimental results for the proposed Feed-Forward Neural …”

„… Convolutional Neural Networks or Deep Learning architectures. These methods are highly motivated by the human …” „… is introduced as a Feed Forward Neural Network (FFNN) that consists of two processing streams, one …” „… ... . . . . . . . . . . . . . . . ... . . . . . . Figure 2.4: The overall architecture of a Feed Forward Neural Network. The input of the first layer V1 is …”

„… Convolutional Neural Networks”. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2017 …” „… tracking with convolutional neural networks”. In: Proceedings of the IEEE Conference on Image Processing …” „… r-cnn: Towards real-time object detection with region proposal networks”. In: Advances in Neural …”

„… . 2.4.3.1 Layers This work focuses on a specific class of feedforward neural networks called Convolutional …” „… hierarchical manner, which shares similarities to the design of convolutional neural networks. In each …” „… the probabilities of two detections belonging to the same person. 2.4.3 Neural networks Machine …”

„… Quadratic Program CE Cross Entropy CNN Convolutional Neural Network CS Cosine Similarity DM DeepMatching DP …” „… regression . . . . . . . . . . . . . . . . . . . . . . . . . 40 2.4.3 Neural networks …” „… fusion network . . . . . . . . . . . . . . . . . . 159 4.7.9 Qualitative evaluations …”

„… very sophisticated and stable convolutional neural network image features that can reliably link boxes …” „… . To obtain accurate head detections, we employ a neural network [210] fine-tuned on the MOT16 training …” „… order to relate IMU orientations to video information, we design a neural network that estimates the …”

„… images with deep convolutional neural network.” English. In: Asian Conference on Computer Vision (ACCV …” „… Human Pose Estimation Using Convolutional Neural Networks with 2D Pose Information.” In: European …” „… training of neural networks.” In: Journal of Machine Learning Research 17.1 (2016), pp. 2096–2030. [21] Ian …”

„… ] use convolutional neural networks to estimated a spatio-temporal volume of bounding boxes. These are …” „… approaches benefiting from the recent rise of neural networks. They try to estimate 3D poses directly from …” „… error. 2.2.2 Direct Inference using Neural Networks Recently, neural networks are directly applied to …”

„… Positioning Error AUC Area Under Curve CNN Convolutional Neural Network GAN Generative Adversarial Network GT …” „… reconstructing a human pose from a single image. A human body model is learned by training a deep neural network …” „… . . . . . . . . . . 19 2.2.2 Direct Inference using Neural Networks . . . . . . 19 2.3 Time Consistent Human Motion …”

„… neural network that infers 3D joint coordinates directly from 2D observations. In contrast to Chapter 4 …” „… sequences in Section 4.2, is integrated into a neural network layer to improve the network’s capability of …” „… poses from monocular images in good quality (Section 2.2). However, most of them use neural networks …”

„… Klassifikation von Bildern eignen sich Convolutional Neural Networks (CNN) besonders gut, da diese räumliche …” „… Inspection Method for Machine Vision Using Defect Probability Image with Deep Convolutional Neural Network …” „… Convolutional Neural Networks and Transfer Learning. Smart and sustainable manufacturing systems 2 (2018) [15 …”

„… Detection Using Convolutional Neural Network and Naïve Bayes Data Fusion. IEEE Transactions on Industrial …” „… Damage Detection Using Convolutional Neural Networks. Computer-Aided Civil and Infrastructure …” „… detection using deep convolutional neural network. 2016 IEEE International Conference on Image Processing …”

„… geeignete ANN sind die faltenden neuronalen Netze (engl. Convolutional Neural Networks, CNN). Die Schichten …” „… neuronale Netze (engl. artificial neural networks, ANN), Random Forest, Support Vector Machines (SVM) und …” „… Gebiet der ANN zunehmend rekurrente neuronale Netze (engl. Recurrent Neural Network, RNN) für die …”