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Displaying assets 1 - 30 of 193 in total.
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Description AMT perceptual evaluation for different models. Each column sums up to 100%
Article Title: Generating Images - Self-attention StarGAN for Multi-domain Image-to-Image Translation
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description Six sample sequences from the synthetic MNIST-based dataset. Three sequences (above) come from class 0 and three sequences (below) come from class 1. Classes 3 and 4 are not shown. Please note that...
Article Title: Gesture Recognition - Robustness of Deep LSTM Networks in Freehand Gesture Recognition
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description Visual representation of quaternions on spheres after interpolation: (a) Visual representation of interpolation using linear interpolation (red), the slerp method (green) and the squad (blue), (b)...
Article Title: Motion Analysis - Neural Network 3D Body Pose Tracking and Prediction for Motion-to-Photon Latency Compensation in Distributed Virtual Reality
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description Fine-grained classification results on each class for Object-Only(OCE), Context, and Context + Content. The Object-only mAP is 57.2%, the proposed multimodal approach improves the Context from...
Article Title: Object Detection - Aggregating Rich Deep Semantic Features for Fine-Grained Place Classification
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description Classification accuracy depending on the output frame used to generate the gesture classification.
Article Title: Gesture Recognition - Robustness of Deep LSTM Networks in Freehand Gesture Recognition
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description Evaluation of universality
Article Title: Attacks on Images - Restoration as a Defense Against Adversarial Perturbations for Spam Image Detection
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description Recognition accuracy of seven visual attributes on Market1501 dataset.
Article Title: Occluded Object Recognition - A Global-Local Architecture Constrained by Multiple Attributes for Person Re-identification
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description Learning results: dashed lines denote the mean accuracy of the case using a direct classifier with two 50-units GRUs; SMM improved the classification accuracy, while the regularization allowed the...
Article Title: Motion Analysis - Variational Deep Embedding with Regularized Student-t Mixture Model
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description The inference scheme of our Memory module. \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy}...
Article Title: Generating Images - Scene Graph Generation via Convolutional Message Passing and Class-Aware Memory Embeddings
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description Classification results. Algorithm limitations. Image extract \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy}...
Article Title: Attacks on Images - Change Detection in Satellite Images Using Reconstruction Errors of Joint Autoencoders
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description Neural network model architecture.
Article Title: Motion Analysis - Neural Network 3D Body Pose Tracking and Prediction for Motion-to-Photon Latency Compensation in Distributed Virtual Reality
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description The structure of graininess-aware channel attentional module (GCAM) and graininess-aware spatial attentional module (GSAM). Note that \documentclass[12pt]{minimal} \usepackage{amsmath}...
Article Title: Image Segmentation - Attentional Residual Dense Factorized Network for Real-Time Semantic Segmentation
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description (a) Network Architecture. It contains three different parts: Image2Seg Module, Flow2Seg Module and Residual Fusion Module. (b) Residual Fusion Module. C denotes the number of categories. Best view...
Article Title: Image Segmentation - Flow2Seg: Motion-Aided Semantic Segmentation
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description (a) Comparison results of regression loss and cycle loss using an example of Suitcase \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts}...
Article Title: Generating Images - Generative Creativity: Adversarial Learning for Bionic Design
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description Plot of the difference between models performance and baseline class by class when \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb}...
Article Title: Generating Images - Training Discriminative Models to Evaluate Generative Ones
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description Comparing our model with other methods.
Article Title: Object Detection - Action Recognition Based on Divide-and-Conquer
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description Binary segmentation results. The results from the first row to the last row corresponds to the IDRiD and e-ophtha EX datasets, respectively.
Article Title: Image Segmentation - A Lightweight Neural Network for Hard Exudate Segmentation of Fundus Image
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description The effect of WINSIZE on total perturbations in CIFAR-10.
Article Title: Attacks on Images - Improved Forward-Backward Propagation to Generate Adversarial Examples
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description The performance between different unified detectors under the metrics of maximum F-measure and MAE on six datasets.
Article Title: Saliency Detection - Delving into the Impact of Saliency Detector: A GeminiNet for Accurate Saliency Detection
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description The structure of the CNNs in the study of the fully connected part with two fully connected layers.
Article Title: Object Detection - An Improved Convolutional Neural Network for Steganalysis in the Scenario of Reuse of the Stego-Key
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description Comparison of models using a nearest neighbor classifier on MNIST (left) and Fashion-MNIST (Right). Figures show mean and standard deviation of Classifiers Accuracy for 1−NN
Article Title: Generating Images - Training Discriminative Models to Evaluate Generative Ones
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description Results of the specific relationship prediction improvement. (a) Sample distribution of the relationships in VG dataset. (b) The R@50 improvement ratio (%) for the individual relationship classes...
Article Title: Generating Images - Scene Graph Generation via Convolutional Message Passing and Class-Aware Memory Embeddings
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description Accuracy of crater detection
Article Title: Object Detection - Improving Reliability of Object Detection for Lunar Craters Using Monte Carlo Dropout
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description Analysis of the internal representation of occluded stimuli shows discounting of occluders due to recurrent processing. (A) We define a relative distance measure to quantify if the activation of a...
Article Title: Occluded Object Recognition - Recurrent Connections Aid Occluded Object Recognition by Discounting Occluders
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description VAE and GAN Generator Architecture
Article Title: Generating Images - Training Discriminative Models to Evaluate Generative Ones
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description Qualitative saliency results comparison between different approaches on several sample images with ground truth (GT).
Article Title: Saliency Detection - FCN Salient Object Detection Using Region Cropping
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description Schema of investigated and our proposed models. (a) CycleGAN. (b) CycleGAN+N. (c) CycleGan+2E. (d) DesignGAN.
Article Title: Generating Images - Generative Creativity: Adversarial Learning for Bionic Design
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description The precision plots and success plots of the three variants of the BACF tracker of the “scale variation” and “occlusion” subsets of the OTB2013 dataset [29]. In the legend, the DP at a threshold of...
Article Title: Object Detection - An Adaptive Feature Channel Weighting Scheme for Correlation Tracking
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description Properties of the two datasets used in this study. The real-world hand gesture dataset is relatively small, which is why we decided to complement it by a large-scale sequence classification dataset...
Article Title: Gesture Recognition - Robustness of Deep LSTM Networks in Freehand Gesture Recognition
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing -
Description The performance between different methods and their refined ones by NNO under the metrics of maximum F-measure and MAE on six datasets. Suffix “++” denotes refinement by NNO.
Article Title: Saliency Detection - Delving into the Impact of Saliency Detector: A GeminiNet for Accurate Saliency Detection
Publication Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing
Displaying assets 1 - 30 of 193 in total.