Search Results - "Bosse, Sebastian"

A Haar wavelet-based perceptual similarity index for image quality assessment by Reisenhofer, Rafael, Bosse, Sebastian, Kutyniok, Gitta, Wiegand, Thomas

“…In most practical situations, the compression or transmission of images and videos creates distortions that will eventually be perceived by a human observer…”
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Data Fusion for Cross-Domain Real-Time Object Detection on the Edge by Kovalenko, Mykyta, Przewozny, David, Eisert, Peter, Bosse, Sebastian, Chojecki, Paul

“…We investigate an edge-computing scenario for robot control, where two similar neural networks are running on one computational node. We test the feasibility…”
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3D High-Efficiency Video Coding for Multi-View Video and Depth Data by Muller, K., Schwarz, H., Marpe, D., Bartnik, C., Bosse, S., Brust, H., Hinz, T., Lakshman, H., Merkle, P., Rhee, F. H., Tech, G., Winken, M., Wiegand, T.

“…This paper describes an extension of the high efficiency video coding (HEVC) standard for coding of multi-view video and depth data. In addition to the known…”
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Assessing the Value of Multimodal Interfaces: A Study on Human-Machine Interaction in Weld Inspection Workstations by Chojecki, Paul, Strazdas, Dominykas, Przewozny, David, Gard, Niklas, Runde, Detlef, Hoerner, Niklas, Al-Hamadi, Ayoub, Eisert, Peter, Bosse, Sebastian

“…Multimodal user interfaces promise natural and intuitive human-machine interactions. However, is the extra effort for the development of a complex multisensor…”
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Realness of face images can be decoded from non-linear modulation of EEG responses by Chen, Yonghao, Stephani, Tilman, Bagdasarian, Milena Teresa, Hilsmann, Anna, Eisert, Peter, Villringer, Arno, Bosse, Sebastian, Gaebler, Michael, Nikulin, Vadim V.

“…Artificially created human faces play an increasingly important role in our digital world. However, the so-called uncanny valley effect may cause people to…”
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Toward a Direct Measure of Video Quality Perception Using EEG by Scholler, S., Bosse, S., Treder, M. S., Blankertz, B., Curio, G., Muller, Klaus-Robert, Wiegand, T.

“…An approach to the direct measurement of perception of video quality change using electroencephalography (EEG) is presented. Subjects viewed 8-s video clips…”
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Video Compression Using Nested Quadtree Structures, Leaf Merging, and Improved Techniques for Motion Representation and Entropy Coding by Marpe, Detlev, Schwarz, Heiko, Bosse, Sebastian, Bross, Benjamin, Helle, Philipp, Hinz, Tobias, Kirchhoffer, Heiner, Lakshman, Haricharan, Nguyen, Tung, Oudin, Simon, Siekmann, Mischa, Suhring, Karsten, Winken, Martin, Wiegand, Thomas

“…Abstract-A video coding architecture is described that is based on nested and pre-configurable quadtree structures for flexible and signal-adaptive picture…”
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On the Link between Subjective Score Prediction and Disagreement of Video Quality Metrics by Tiotsop, Lohic Fotio, Agboma, Florence, Van Wallendael, Glenn, Aldahdooh, Ahmed, Bosse, Sebastian, Janowski, Lucjan, Barkowsky, Marcus, Masala, Enrico

“…Several video quality metrics (VQMs) have been proposed in many publications to predict how humans perceive video quality. It is common to observe significant…”
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Deep Neural Networks for No-Reference and Full-Reference Image Quality Assessment by Bosse, Sebastian, Maniry, Dominique, Muller, Klaus-Robert, Wiegand, Thomas, Samek, Wojciech

“…We present a deep neural network-based approach to image quality assessment (IQA). The network is trained end-to-end and comprises ten convolutional layers and…”
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Spatial Tuning of Visual Responses to Symmetries in Textures by Iskandar, Yara, Lee, Christopher, Bosse, Sebastian, Kohler, Peter J

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Spatial Mechanisms Mediating Visual Responses to Symmetries in Textures by Iskandar, Yara, Lee, Christopher, Bosse, Sebastian, Kohler, Peter J

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EEGSourceSim: A framework for realistic simulation of EEG scalp data using MRI-based forward models and biologically plausible signals and noise by Barzegaran, Elham, Bosse, Sebastian, Kohler, Peter J., Norcia, Anthony M.

“…•We present a highly realistic framework for EEG simulation.•The toolbox includes a large dataset of individual surface-based forward models.•This dataset…”
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NDNetGaming - development of a no-reference deep CNN for gaming video quality prediction by Utke, Markus, Zadtootaghaj, Saman, Schmidt, Steven, Bosse, Sebastian, Möller, Sebastian

“…Gaming video streaming services are growing rapidly due to new services such as passive video streaming of gaming content, e.g. Twitch.tv, as well as cloud…”
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Editorial Advancements in Learning-Based Quality Prediction for Advanced Visual Media by Chetouani, Aladine, Bosse, Sebastian, Le Callet, Patrick, Farias, Mylene, Balle, Johannes, Li, Jing

“…In this special issue of the IEEE Journal of Selected Topics in Signal Processing , we delve into the burgeoning domain of Learning-Based Quality Prediction…”
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From attribution maps to human-understandable explanations through Concept Relevance Propagation by Achtibat, Reduan, Dreyer, Maximilian, Eisenbraun, Ilona, Bosse, Sebastian, Wiegand, Thomas, Samek, Wojciech, Lapuschkin, Sebastian

“…The field of explainable artificial intelligence (XAI) aims to bring transparency to today’s powerful but opaque deep learning models. While local XAI methods…”
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Pre-Training with Fractal Images Facilitates Learned Image Quality Estimation by Silbernagel, Malte, Wiegand, Thomas, Eisert, Peter, Bosse, Sebastian

“…Today's image quality estimation is widely dominated by learning-based approaches. The availability of annotated, i.e. rated, images is often a bottleneck in…”
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Psychophysiology-Based QoE Assessment: A Survey by Engelke, Ulrich, Darcy, Daniel P., Mulliken, Grant H., Bosse, Sebastian, Martini, Maria G., Arndt, Sebastian, Antons, Jan-Niklas, Kit Yan Chan, Ramzan, Naeem, Brunnstrom, Kjell

“…We present a survey of psychophysiology-based assessment for quality of experience (QoE) in advanced multimedia technologies. We provide a classification of…”
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A deep neural network for image quality assessment by Bosse, Sebastian, Maniry, Dominique, Wiegand, Thomas, Samek, Wojciech

“…This paper presents a no reference image (NR) quality assessment (IQA) method based on a deep convolutional neural network (CNN). The CNN takes unpreprocessed…”
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Curiously Effective Features For Image Quality Prediction by Becker, Soren, Wiegand, Thomas, Bosse, Sebastian

“…The performance of visual quality prediction models is commonly assumed to be closely tied to their ability to capture perceptually relevant image aspects…”
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Estimation of distortion sensitivity for visual quality prediction using a convolutional neural network by Bosse, Sebastian, Becker, Sören, Müller, Klaus-Robert, Samek, Wojciech, Wiegand, Thomas

“…The PSNR and MSE are the computationally simplest and thus most widely used measures for image quality, although they correlate only poorly with perceived…”
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