Marc Ebner
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View article: SmartKV: A cost-effective and low-latency geo-distributed key-value store for the computing continuum
SmartKV: A cost-effective and low-latency geo-distributed key-value store for the computing continuum Open
View article: Challenges and Applications of Intrinsic Image Decomposition: A Short Review
Challenges and Applications of Intrinsic Image Decomposition: A Short Review Open
Intrinsic image decomposition has become an immensely studied problem over the last decades. It holds many challenges but also provides large benefits if it can be solved. In this study, we provide a short review of intrinsic image decompo…
View article: Towards Explainable Hate Speech Detection
Towards Explainable Hate Speech Detection Open
View article: A Scale-space Approach for Surface Normal Vector Estimation from Depth Maps
A Scale-space Approach for Surface Normal Vector Estimation from Depth Maps Open
Surface normal vectors provide cues about the local geometric features of the scene which are utilized in many computer vision and computer graphics applications. Thus, the estimation of surface normals by utilizing structured range sensor…
View article: Investigating Color Illusions from the Perspective of Computational Color Constancy
Investigating Color Illusions from the Perspective of Computational Color Constancy Open
View article: Advancements in Robot Localization: A Comprehensive Survey of Techniques, Challenges and Applications
Advancements in Robot Localization: A Comprehensive Survey of Techniques, Challenges and Applications Open
View article: Investigating Color Illusions from the Perspective of Computational Color Constancy
Investigating Color Illusions from the Perspective of Computational Color Constancy Open
Color constancy and color illusion perception are two phenomena occurring in the human visual system, which can help us reveal unknown mechanisms of human perception. For decades computer vision scientists have developed numerous color con…
View article: Multi-scale color constancy based on salient varying local spatial statistics
Multi-scale color constancy based on salient varying local spatial statistics Open
The human visual system unconsciously determines the color of the objects by “discounting” the effects of the illumination, whereas machine vision systems have difficulty performing this task. Color constancy algorithms assist computer vis…
View article: Multi-Scale Surface Normal Estimation from Depth Maps
Multi-Scale Surface Normal Estimation from Depth Maps Open
View article: Calculating the Credibility of Test Samples at Inference by a Layer-wise Activation Cluster Analysis of Convolutional Neural Networks
Calculating the Credibility of Test Samples at Inference by a Layer-wise Activation Cluster Analysis of Convolutional Neural Networks Open
View article: Are Image Patches Beneficial for Initializing Convolutional Neural Network Models?
Are Image Patches Beneficial for Initializing Convolutional Neural Network Models? Open
View article: Collision Detection for a Mobile Robot using Logistic Regression
Collision Detection for a Mobile Robot using Logistic Regression Open
Collisions cannot be entirely avoided during normal operation of an autonomous mobile robot. Therefore, mobile robots need to detect collisions and react appropriately when they happen. We investigate whether logistic regression on acceler…