Intelligent Sensing Group

Sensor Actuator Networks

Collaboration of sensors and actuators for environment exploration and dynamic motion planning

Deep-Learning

Developments of spatial and time-dependent deep (convolutional) networks, to Geometric Deep Learning or End-to-end Representation Learning.

Intelligent (bio-) sensors

Real-time conform processing of (time-related) data of adaptive (bio-)sensors under resource constraints

Sensor Actuator Networks
Deep-Learning
Intelligent (bio-) sensors

The Working Group for ''Intelligent Sensing in Computer Graphics'' (Priv.-Doz. Dr. Frank Weichert) at the Chair of Computer Graphics (Computer Science VII) performs innovative applied research in processing, analysis and visualization of 2D and 3D sensor data. Focussing on sensor technologies and data, the group tackles applications in the fields of computer vision, pattern matching, scientific visualization, simulation, optimization and human-machine interaction. On an abstract level, the topics often converge in the area of interactions between sensors, actuators and humans in cooperative environments.

Profile

Geometrische Repräsentation eines menschlichen Kopfes mit Machine-Learning-Informationen

Areas of Research

Research and development of innovative concepts, methods and solutions for sensor data processing and analysis.

Eine Kompilation von Logos deutsche Forschungsinstitutionen

Research Projects

Basic scientific and applied R&D projects, funded by state or industry.

Nahaufnahme des Titelblatts einer Master-Arbeit

Theses

Final thesis projects (Bachelor's, Master's, or student study) on theoretical or applied research topics.

Fields of activities

Ein Beutel mit Schrauben und überlagerten Bildverarbeitungsinformationen

Visual Computing

GPU accelerated methods for analysis, manipulation and generation of images, videos and 3D models.

Detailaufnahme eines Prototyps des Pamono-Sensors

Intelligent Sensing

Development of smart, resource efficient optical (bio)sensors for real-time data processing and analysis.

Bediehnung einer Steuerungssoftware auf einem Tablet

Human-Machine Interaction

Entwicklung and Analyse interaktiver Systeme als auch intelligenter teilweise immersiver virtueller Umgebungen.

(Deep) Learning

Research in spatiotemporal convolutional neural networks, geometric deep learning and representation learning.

Zwei Roboter-Fahrzeuge eines Funktionsdemonstrators.

Cyber-Physical Systems

Research in collaborative networks of distributed sensors, actuators and embedded systems.

Detailaufnahme einer Strömungssimulation eines Blutgefäßes

3D Data Processing, Simulation and Visualization

Sensor-driven processing, analysis, simulation and visualization of large data sets under resource constraints.