Pattern Recognition Blog

Browse all posts in the Pattern Recognition Blog category.

1 to 6 of 15

03MAR 2024
Pattern Recognition Blog
HookFormer: Revolutionizing Glacier Calving Front Detection with Advanced Transformer Networks
In the rapidly evolving field of remote sensing and environmental monitoring, the need for accurate, efficient, and automated analysis of satellite imagery has never been more critical. This is especially true in the context of observing glacier dynamics, where changes in calving fronts serve as crucial indicators of climate change impacts. The article in focus […]
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10AUG 2020
Pattern Recognition Blog
Introduction to AutoBlog
Create Blog Posts semi-automatically from video presentations This is a full transcript of the AutoBlog video & matching slides. We hope, you enjoy this as much as the video. Of course, this transcript was created with deep learning techniques largely automatically and only minor manual modifications were performed. Try it yourself! Also, if you spot […]
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20JUL 2020
News
Understanding Compositional Structures in Art Historical Images using Pose and Gaze Priors
Written by Prathmesh Madhu Contribution Inspired from the pioneer work of Max Imdahl [1], our work focuses on generating image composition canvas (ICC) diagrams based on two central themes: (a) detection of action regions and action lines of an artwork (b) pose-based segmentation of foreground and background. In order to validate our approach qualitatively and quantitatively, we conduct a […]Written by Prathmesh Madhu Contribution Inspired from the pioneer work of Max Imdahl [1], our work focuses on generating image composition canvas (ICC) diagrams based on two central themes: (a) detection of action regions and action lines of an artwork (b) pose-based segmentation of foreground and background. In order to validate our approach qualitatively and quantitatively, we conduct a […]
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24JUN 2020
News
Jokerst Bioimaging Lab (UCSD) and PRL join forces to detect wounds
BaCaTeC will fund a joint project between Jokerst Bioimaging Lab at UCSD and PRL with 9.000 EUR: Ulcers damage skin and tissue in people and evolve to chronic wounds that are a major burden for the health-care system as well as the patients. More than 6.5M US citizens (DE: ~2M) are affected generating costs for […]
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17JUN 2020
News
ETI Grant Awarded for Multi-modal Emotions
Multi-modal (Audio, Text, Visual) Emotion Recognition Grant Awardee: Ronak Kosti Grant Duration: July-2020 to June-2021 Project Description We recognize people’s emotions from their facial expressions, body posture, behavior and social interaction with other people. It is an essential ability which helps to understand what people are feeling in general, but also to respond appropriately. For […]Multi-modal (Audio, Text, Visual) Emotion Recognition Grant Awardee: Ronak Kosti Grant Duration: July-2020 to June-2021 Project Description We recognize people’s emotions from their facial expressions, body posture, behavior and social interaction with other people. It is an essential ability which helps to understand what people are feeling in general, but also to respond appropriately. For […]
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15JUN 2020
Pattern Recognition Blog
The Seven Sins of Machine Learning
Seven common mistakes that break your machine learning experiments’ credibility Written by Andreas Maier Machine learning is a great tool that is revolutionizing our world right now. There are lots of great applications in which machine and in particular deep learning has shown to be way superior to traditional methods. Beginning from Alex-Net for Image […]
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