Rainer Lienhart

Orcid: 0000-0003-4007-6889

Affiliations:
  • University of Augsburg, Germany


According to our database1, Rainer Lienhart authored at least 158 papers between 1995 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2023
Controlling 3D Objects in 2D Image Synthesis.
SN Comput. Sci., 2023

Towards Learning Monocular 3D Object Localization From 2D Labels using the Physical Laws of Motion.
CoRR, 2023

The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data.
CoRR, 2023

Detecting Arbitrary Keypoints on Limbs and Skis with Sparse Partly Correct Segmentation Masks.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023

Uplift and Upsample: Efficient 3D Human Pose Estimation with Uplifting Transformers.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

MMSports '23: 6th International Workshop on Multimedia Content Analysis in Sports.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Haystack: A Panoptic Scene Graph Dataset to Evaluate Rare Predicate Classes.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Impact of Pseudo Depth on Open World Object Segmentation with Minimal User Guidance.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

All Keypoints You Need: Detecting Arbitrary Keypoints on the Body of Triple, High, and Long Jump Athletes.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Custom Pretrainings and Adapted 3D-ConvNeXt Architecture for COVID Detection and Severity Prediction.
CoRR, 2022

Detecting Arbitrary Intermediate Keypoints for Human Pose Estimation with Vision Transformers.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2022

MMSports'22: 5th International ACM Workshop on Multimedia Content Analysis in Sports.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Synchronized Audio-Visual Frames with Fractional Positional Encoding for Transformers in Video-to-Text Translation.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Consistency Regularization for Unsupervised Domain Adaptation in Semantic Segmentation.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Semantically Consistent Image-to-Image Translation for Unsupervised Domain Adaptation.
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

COVID Detection and Severity Prediction with 3D-ConvNeXt and Custom Pretrainings.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Recognition of Freely Selected Keypoints on Human Limbs.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Pseudo-Label Noise Suppression Techniques for Semi-Supervised Semantic Segmentation.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
Extended Self-Critical Pipeline for Transforming Videos to Text (TRECVID-VTT Task 2021) - Team: MMCUniAugsburg.
CoRR, 2021

MMSports'21: 4th International Workshop on Multimedia Content Analysis in Sports.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Self-Supervised Learning for Human Pose Estimation in Sports.
Proceedings of the 2021 IEEE International Conference on Multimedia & Expo Workshops, 2021

Unsupervised Domain Extension for Nighttime Semantic Segmentation in Urban Scenes.
Proceedings of the 2nd International Conference on Deep Learning Theory and Applications, 2021

2020
Guest Editorial Multimedia Computing With Interpretable Machine Learning.
IEEE Trans. Multim., 2020

Transforming Videos to Text (VTT Task) Team: MMCUniAugsburg.
Proceedings of the 2020 TREC Video Retrieval Evaluation, 2020

MMSports'20: 3rd International Workshop on Multimedia Content Analysis in Sports.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Learning Segmentation from Object Color.
Proceedings of the 3rd IEEE Conference on Multimedia Information Processing and Retrieval, 2020

Robust Estimation of Flight Parameters for SKI Jumpers.
Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020

Decoupling Video and Human Motion: Towards Practical Event Detection in Athlete Recordings.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

High-Resolution Dual-Stage Multi-Level Feature Aggregation for Single Image and Video Deblurring.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Error Bounds of Projection Models in Weakly Supervised 3D Human Pose Estimation.
Proceedings of the 8th International Conference on 3D Vision, 2020

2019
Pushing the Boundary of Multimedia Big Data: An Overview of IEEE MIPR.
IEEE Multim., 2019

MMSports'19: 2<sup>nd</sup> ACM International Workshop on Multimedia Content Analysis in Sports.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Automatic Disease Detection and Report Generation for Gastrointestinal Tract Examination.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Frame-Level Event Detection in Athletics Videos with Pose-Based Convolutional Sequence Networks.
Proceedings of the Proceedings Proceedings of the 2nd International Workshop on Multimedia Content Analysis in Sports, 2019

Image Captioning with Clause-Focused Metrics in a Multi-modal Setting for Marketing.
Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

Detecting Speech Impairments from Temporal Visual Facial Features of Aphasia Patients.
Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

Refining Joint Locations for Human Pose Tracking in Sports Videos.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Addressing Data Bias Problems for Chest X-ray Image Report Generation.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
Mining Automatically Estimated Poses from Video Recordings of Top Athletes.
Int. J. Comput. Sci. Sport, 2018

Activity-Conditioned Continuous Human Pose Estimation for Performance Analysis of Athletes Using the Example of Swimming.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

A Convolutional Sequence to Sequence Model for Multimodal Dynamics Prediction in Ski Jumps.
Proceedings of the 1st International Workshop on Multimedia Content Analysis in Sports, 2018

Deep Learning for Multimedia: Science or Technology?
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

1<sup>st</sup> ACM International Workshop on Multimedia Content Analysis in Sports.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Session details: Best Paper Session.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Session details: Keynote & Session 3.
Proceedings of the 1st International Workshop on Multimedia Content Analysis in Sports, 2018

Visual Question Answering With a Hybrid Convolution Recurrent Model.
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Multimodal Image Captioning for Marketing Analysis.
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

Kinematic Pose Rectification for Performance Analysis and Retrieval in Sports.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
Improving Small Object Proposals for Company Logo Detection.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

A closer look: Small object detection in faster R-CNN.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Pose Estimation for Deriving Kinematic Parameters of Competitive Swimmers.
Proceedings of the Computer Vision Applications in Sports, Burlingame, 2017

2016
Erratum to: Towards automatic bounding box annotations from weakly labeled images.
Multim. Tools Appl., 2016

Towards automatic bounding box annotations from weakly labeled images.
Multim. Tools Appl., 2016

Diversity in Object Proposals.
CoRR, 2016

Saliency-guided selective magnification for company logo detection.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015
Guest editorial: selected papers from ICIMCS 2012.
Multim. Syst., 2015

Key-Pose Prediction in Cyclic Human Motion.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Norm-Induced Entropies for Decision Forests.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Active Learning for Efficient Sampling of Control Models of Collectives.
Proceedings of the 2015 IEEE 9th International Conference on Self-Adaptive and Self-Organizing Systems, 2015

The fertilized forests Decision Forest Library.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

On the Benefit of Synthetic Data for Company Logo Detection.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Fisher vector encoding of micro color features for (real world) jigsaw puzzles.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

2014
A survey on visual adult image recognition.
Multim. Tools Appl., 2014

Partial contour matching for document pieces with content-based prior.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Improving VLAD: Hierarchical coding and a refined local coordinate system.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Automatic object annotation from weakly labeled data with latent structured SVM.
Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014

Evaluation of Discriminative Models for the Reconstruction of Hand-Torn Documents.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Introduction to the special section on the 20<sup>th</sup> anniversary of the ACM international conference on multimedia.
ACM Trans. Multim. Comput. Commun. Appl., 2013

Learning to Reassemble Shredded Documents.
IEEE Trans. Multim., 2013

Bundle min-Hashing.
Int. J. Multim. Inf. Retr., 2013

Bundle min-hashing for logo recognition.
Proceedings of the International Conference on Multimedia Retrieval, 2013

Towards automatic object annotations from global image labels.
Proceedings of the International Conference on Multimedia Retrieval, 2013

Methods and Applications for Distance Based ANN Training.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

2012
"I can tell you what it's not": active learning from counterexamples.
Prog. Artif. Intell., 2012

Leveraging community metadata for multimodal image ranking.
Multim. Tools Appl., 2012

Multimodal Image Retrieval - Fusing modalities with multilayer multimodal pLSA.
Int. J. Multim. Inf. Retr., 2012

Robust Feature Bundling.
Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012

Deriving a discriminative color model for a given object class from weakly labeled training data.
Proceedings of the International Conference on Multimedia Retrieval, 2012

Decision Tree Induction from Counterexamples.
Proceedings of the ICPRAM 2012, 2012

Swimmer detection and pose estimation for continuous stroke-rate determination.
Proceedings of the Multimedia on Mobile Devices 2012; and Multimedia Content Access: Algorithms and Systems VI, 2012

Learning an object class representation on a continuous viewsphere.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Towards synergy between the open source and the research multimedia communities.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Synthetically trained multi-view object class and viewpoint detection for advanced image retrieval.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Scalable logo recognition in real-world images.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Building a semantic part-based object class detector from synthetic 3D models.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

A graph algorithmic framework for the assembly of shredded documents.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Monocular 3D human pose estimation by classification.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Self-calibrating 3D context for retrieving people with luggage.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

2010
Mining TV Broadcasts 24/7 for Recurring Video Sequences.
Proceedings of the Video Search and Mining, 2010

Automatic pose initialization of swimmers in videos.
Proceedings of the Visual Information Processing and Communication, 2010

A kinematic model for Bayesian tracking of cyclic human motion.
Proceedings of the Visual Information Processing and Communication, 2010

Multimodal ranking for image search on community databases.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Towards universal visual vocabularies.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

2009
Multimodal pLSA on visual features and tags.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Filtering adult image content with topic models.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Note onset detection for the transcription of polyphonic piano music.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Multilayer pLSA for multimodal image retrieval.
Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

Mining TV broadcasts for recurring video sequences.
Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

Optimal Placement of Multiple Visual Sensors.
Proceedings of the Multi-Camera Networks, 2009

2008
Deep networks for image retrieval on large-scale databases.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Comparing Local Feature Descriptors in pLSA-Based Image Models.
Proceedings of the Pattern Recognition, 2008

Future directions in multimedia retrieval: : impact of new technology.
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

Continuous visual vocabulary modelsfor pLSA-based scene recognition.
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

2007
New challenges in multimedia research for the increasingly connected and fast growing digital society.
Proceedings of the 9th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2007

PLSA on Large Scale Image Databases.
Proceedings of the IEEE International Conference on Acoustics, 2007

Fusing Local Image Descriptors for Large-Scale Image Retrieval.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Image retrieval on large-scale image databases.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006
Calibrating and optimizing poses of visual sensors in distributed platforms.
Multim. Syst., 2006

On the optimal placement of multiple visual sensors.
Proceedings of the 4th ACM International Workshop on Video Surveillance and Sensor Networks, 2006

Approximating Optimal Visual Sensor Placement.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Fast Gabor Transformation For Processing High Quality Audio.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Position calibration of microphones and loudspeakers in distributed computing platforms.
IEEE Trans. Speech Audio Process., 2005

Algorithm competition.
Proceedings of the Third ACM International Workshop on Video Surveillance & Sensor Networks, 2005

Calibration of visual sensors and actuators in distributed computing platforms.
Proceedings of the Third ACM International Workshop on Video Surveillance & Sensor Networks, 2005

Precise Visibility Determination of Displays in Camera Images.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

2004
Research issues in video surveillance.
Proceedings of the ACM 2nd International Workshop on Video Surveillance & Sensor Networks, 2004

Between context-aware media capture and multimedia content analysis: where do we find the promised land?
Proceedings of the 12th ACM International Conference on Multimedia, 2004

Synchronization of acoustic sensors for distributed ad-hoc audio networks and its use for blind source separation.
Proceedings of the Sixth IEEE International Symposium on Multimedia Software Engineering, 2004

Self-aware distributed AV sensor and actuator networks for improved media adaptation.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Providing common I/O clock for wireless distributed platforms.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Distributed array of synchronized sensors and actuators.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
Multimedia technology infrastructure for emerging peer-to-peer applications and services.
Proceedings of the Storage and Retrieval for Media Databases 2003, 2003

Position calibration of audio sensors and actuators in a distributed computing platform.
Proceedings of the Eleventh ACM International Conference on Multimedia, 2003

Universal synchronization scheme for distributed audio-video capture on heterogeneous computing platforms.
Proceedings of the Eleventh ACM International Conference on Multimedia, 2003

Exploring the Use of Hyper-Threading Technology for Multimedia Applications with Intel® OpenMP* Compiler.
Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), 2003

A detector tree of boosted classifiers for real-time object detection and tracking.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

On the importance of exact synchronization for distributed audio signal processing.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Empirical Analysis of Detection Cascades of Boosted Classifiers for Rapid Object Detection.
Proceedings of the Pattern Recognition, 2003

2002
Localizing and segmenting text in images and videos.
IEEE Trans. Circuits Syst. Video Technol., 2002

Classifying images on the web automatically.
J. Electronic Imaging, 2002

Improving Media Services on P2P Networks.
IEEE Internet Comput., 2002

Automatic classification of images on the Web.
Proceedings of the Storage and Retrieval for Media Databases 2002, 2002

The Impact of SMT/SMP Designs on Multimedia Software Engineering - A Workload Analysis Study.
Proceedings of the 4th International Symposium on Multimedia Software Engineering, 2002

Evaluating and Improving Performance of Multimedia Applications on Simultaneous Multi-Threading.
Proceedings of the 9th International Conference on Parallel and Distributed Systems, 2002

A fast method for training support vector machines with a very large set of linear features.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

An extended set of Haar-like features for rapid object detection.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Scene Determination Based on Video and Audio Features.
Multim. Tools Appl., 2001

Guest Editorial: Special Section on Storage, Processing, and Retrieval of Digital Media.
J. Electronic Imaging, 2001

Reliable Transition Detection in Videos: A Survey and Practitioner's Guide.
Int. J. Image Graph., 2001

Reliable dissolve detection.
Proceedings of the Storage and Retrieval for Media Databases 2001, 2001

A system for reliable dissolve detection in videos.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
Automatic Text Segmentation and Text Recognition for Video Indexing.
Multim. Syst., 2000

Dynamic video summarization of home video.
Proceedings of the Storage and Retrieval for Media Databases 2000, 2000

On the Segmentation of Text in Videos.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Text Localization and Text Segmentation in Images, Videos and Web Pages.
Proceedings of the Mustererkennung 2000, 2000

1999
VisualGREP: A Systematic Method to Compare and Retrieve Video Sequences.
Multim. Tools Appl., 1999

Comparison of automatic shot boundary detection algorithms.
Proceedings of the Storage and Retrieval for Image and Video Databases VII, 1999

Abstracting home video automatically.
Proceedings of the 7th ACM International Conference on Multimedia '99, Orlando, FL, USA, October 30, 1999

1998
Verfahren zur Inhaltsanalyse, zur Indizierung und zum Vergleich von digitalen Videosequenzen.
PhD thesis, 1998

The MoCA Project - Movie Content Analysis Research at the University of Mannheim.
Proceedings of the Informatik '98, 1998

1997
Video Abstracting.
Commun. ACM, 1997

On the Detection and Recognition of Television Commercials.
Proceedings of the International Conference on Multimedia Computing and Systems, 1997

Aufspüren und Erkennen von Werbung in laufenden Fernsehsendungen.
Proceedings of the Mustererkennung 1997, 1997

1996
Abstracting Digital Movies Automatically.
J. Vis. Commun. Image Represent., 1996

Automatic Text Recognition for Video Indexing.
Proceedings of the Forth ACM International Conference on Multimedia '96, 1996

The MoCA Workbench: Support for Creativity in Movie Content Analysis.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1996

1995
Automatic Recognition of Film Genres (Demonstration).
Proceedings of the Third ACM International Conference on Multimedia '95, 1995

Automatic Recognition of Film Genres.
Proceedings of the Third ACM International Conference on Multimedia '95, 1995


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