Student Research Assistant in 3D Semantic Building
vor 6 Monaten
Creating detailed semantic 3D building models is a long
- standing challenge in photogrammetry and computer vision. While methods
utilizing 2D building footprints and aerial imagery have enabled generating
models up to Level of Detail (LoD) 2, robust solutions achieving facade
- detailed semantic LoD3 models remain in infancy [1, 2].
Automated reconstruction of LoD3-specific facade elements is crucial for
or simulate floods. Our studies [1] suggest that mobile mapping data, par
- ticularly from units such as Google Street View, holds great potential for
semantic LoD3 facade modeling. However, utilizing such data requires ro
- bust automatic image projection, semantic segmentation, and reconstruction
algorithms.
Objectives In this project, you will be supervised by Olaf Wysocki and
work closely with Prof Biljecki’s group of the National University of Singa
- pore. This position is for 8 hours/week, starting in April/May until the end
of the semester, September/October, with the possibility of extension; The
joint publication is foreseen. Your tasks will include:
- Acquiring automatically high-quality street-level images from crowd
- sourcing platforms; providing ground-truth data
- Adapting existing image projection methods for the street-view image
- to-model scenario
- Testing and fine-tuning of the state-of-the-art methods for facade se
- mantic segmentation
- Analyzing the impact of image segmentation on 3D semantic recon
- struction
Requirements Sound programming skills in Python are required. Fa
- miliarity with libraries such as OpenCV, Open3D, and PyTorch is highly
advantageous. Understanding machine learning, computer vision, and pho
- togrammetry fundamentals is required. Student status, CV, and the current
References [1] Wysocki, O., Xia, Y., Wysocki M., Grilli, E., Hoegner,
L., Cremers D., and Stilla, U. Scan2LoD3: Reconstructing semantic 3D
building models at LoD3 using ray casting and Bayesian networks, CVPRW
-
Student Assistant
vor 5 Monaten
Munich, Deutschland Technische Universität München VollzeitOur group works on understanding 3D indoor scenes using 3D scans and images. Currently, we are building a dataset of natural language descriptions of scenes such as apartments, offices, dorms, to enable easier human interaction with 3D data (similar to GPT4). We are looking for a student assistant to help annotate these scans: - Answer questions about the...
-
Student Assistant
vor 6 Monaten
Munich, Deutschland Technische Universität München VollzeitWe are collecting indoor scans of homes and offices. We are looking for a student assistant to help annotate these scans: - Understand the 3D data - Annotate the objects present in scenes using a web interface - Review the annotations done by other Hiwis **Requirements**: - Flexible working hours, eye for detail and agile method of working - Good...
-
Student Assistant
vor 6 Monaten
Munich, Deutschland Technische Universität München Vollzeit**We are looking for a student assistant (M/F/d) to help us build a high-quality 3D scanning dataset of human faces.** Our research is aiming at creating realistic digital, animatable human heads. We need help with capturing hundreds of human faces. Depending on your interest in 3D computer vision and Deep Learning you can get more involved in the project...
-
Student Assistant
vor 6 Monaten
Munich, Deutschland Technische Universität München VollzeitWe are collecting indoor scans of homes and offices. We are looking for a student assistant to help annotate these scans: - Understand the 3D data - Annotate the objects present in scenes using a web interface - Review the annotations done by other Hiwis **Requirements**: - Flexible working hours, eye for detail and agile method of working - Good...
-
Student Assistant for urban Green Infrastructure
vor 6 Monaten
Munich, Deutschland Technische Universität München Vollzeit**To support the research project “Urban Green Infrastructure”, the chair of urban structure and transport planning is looking for a student research assistant (HiWi).** **Requirements**: - Familiarity with and high interest in Active Mobility (Walking and Cycling) and/or Urban Green Infrastructure - Affinity with qualitative research methods and...
-
Munich, Deutschland Technical University of Munich VollzeitStudent assistant at the Department of Educational Sciences: 3D modeling to help design the AMC Edu:Lab 17.05., Studentische Hilfskräfte, Praktikantenstellen, Studienarbeiten Location: Marsstraße 20-22, München Start date: As soon as possible Website: About us Learning Sciencesand Educational Design Technologies is situated...
-
Student Assistant for Benchmarking Nerf and 3D
vor 5 Monaten
Munich, Deutschland Technische Universität München VollzeitWant to put your deep learning skills to use with the latest NeRF papers like ReconFusion and ZipNeRF? Or more interested in 3D understanding papers like Mask3D and SPFormer? The 3D Understanding Lab at TUM is looking for a Hiwi to set up and add these methods to the ScanNet++ Benchmarks. This is a great opportunity to level up your deep learning skills...
-
Student Assistant
vor 2 Monaten
Munich, Deutschland Fraunhofer-Institut für Integrierte Schaltungen IIS VollzeitStudent Assistant (m/f/d) - working on research projects in AutoML at Fraunhofer-Institut für Integrierte Schaltungen IIS | softgarden View job here Student Assistant (m/f/d) - working on research projects in AutoML ...
-
Student Assistant
vor 6 Monaten
Munich, Deutschland Technische Universität München Vollzeit**We are searching a student for our DFG Research project “Materiality and Color: A critical revision of research methods in conservation, restoration, and material science of "Berlin Modernism Housing Estates" - past, present and future” as a student assistant at the Chair of Conservation-Restoration, Art Technology and Conservation Science Technical...
-
Research Assistants
vor 6 Monaten
Munich, Deutschland Clyde & Co VollzeitJob Title Research Assistants - Munich Job Location Munich Job Type Fee earners Country/Territory Germany Region UK & Europe Description #Become Part of Our Story! If you're looking for the perfect environment to learn, develop and progress, we think you'll love life here. We're a growing firm (one of the fastest growing in the world, in fact). And we...
-
Working Student Quantitative Researcher
vor 1 Monat
Munich, Deutschland Amfileon AG VollzeitFounded by industry leading experts, Amfileon’s mission is to find and capitalize on inefficiencies in liquid capital markets by building statistical models based on relevant data sets. We employ state-of-the-art trading technologies & algorithms to implement our models in global markets. Our team consists of highly numerate, detail-oriented...
-
Working Student Quantitative Researcher
vor 1 Monat
Munich, Deutschland Amfileon AG VollzeitFounded by industry leading experts, Amfileon’s mission is to find and capitalize on inefficiencies in liquid capital markets by building statistical models based on relevant data sets. We employ state-of-the-art trading technologies & algorithms to implement our models in global markets. Our team consists of highly numerate, detail-oriented...
-
Student Assistant
vor 6 Monaten
Munich, Deutschland Technische Universität München Vollzeit**Student Assistant (M/F/o) (Administration/Social Media) for the Professorship of Family Business Culture and Ownership, Prof. Dr. Melanie Richards** To support our Team, we are looking for a Student Assistant (M/F/o) to support our new Professorship of Family Business Culture and Ownership in administration, as well as social media and website support as...
-
Working Student Machine Learning
vor 5 Monaten
Munich, Deutschland BIT Technology Solutions GmbH VollzeitWe render data for the mobility of tomorrow. BIT-TS is a pioneer in the field of synthetic data and perception-based AI. The company offers synthetic training and validation data for camera, radar and lidar sensors of autonomous road users (cars, trains, drones). An important building block is the automated synthesis of 3D scenarios into sensor or ground...
-
Student Assistants
vor 6 Monaten
Munich, Deutschland Fraunhofer IIS Vollzeit**Are you interested in combining research and practice and would like to develop further in the field of Artificial Intelligence (AI) and Machine Learning?** **Then have a look at our offer!** What you will do - You will mainly support our team with research projects in fields such as Object Detection, Domain Adaptation, Transfer Learning and Predictive...
-
Student Assistants
vor 6 Monaten
Munich, Deutschland Fraunhofer-Institut für Integrierte Schaltungen IIS Vollzeit**Are you interested in combining research and practice and would like to develop further in the field of Artificial Intelligence (AI) and Machine Learning?** **Then have a look at our offer!** What you will do - You will mainly support our team with research projects in fields such as Object Detection, Domain Adaptation, Transfer Learning and Predictive...
-
Working Student Quantitative Researcher
vor 1 Monat
Munich, Deutschland Amfileon AG VollzeitFounded by industry leading experts, Amfileon’s mission is to find and capitalize on inefficiencies in liquid capital markets by building statistical models based on relevant data sets. We employ state-of-the-art trading technologies & algorithms to implement our models in global markets. Our team consists of highly numerate, detail-oriented...
-
Student Help for Vr Annotation
vor 6 Monaten
Munich, Deutschland Helmholtz Zentrum München Vollzeit: Discover personalized medical solutions for environmentally triggered diseases to promote a healthier society in a rapidly changing world. At our institute you will find a scientifically stimulating international environment. Together with renowned scientists and supported by an excellent infrastructure you will have the opportunity to make an important...
-
Office Assistant
vor 5 Monaten
Munich, Deutschland Building Radar GmbH VollzeitÜber Building Radar Building Radar ist eine Revenue-Engineering-Plattform, die KI-Dateneinblicke, Prozess-Exzellenz und Talententwicklung kombiniert und sich nahtlos in das CRM unserer Kunden einfügt. Building Radar ermöglicht den Vertriebsteams, ihr ungenutztes Umsatzpotenzial zu entdecken und zu heben. Wir machen den B2B-Vertrieb in der Baubranche...
-
Office Assistant
vor 6 Monaten
Munich, Deutschland Building Radar GmbH Vollzeit**Über Building Radar** Building Radar ist eine Revenue-Engineering-Plattform, die KI-Dateneinblicke, Prozess-Exzellenz und Talententwicklung kombiniert und sich nahtlos in das CRM unserer Kunden einfügt. Building Radar ermöglicht den Vertriebsteams, ihr ungenutztes Umsatzpotenzial zu entdecken und zu heben. Wir machen den B2B-Vertrieb in der Baubranche...