Helge Rhodin

helge.rhodin@uni-bielefeld.de
ORCID logo https://orcid.org/0000-0003-2692-0801

PEVZ-ID
459844196

60 Publikationen

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  • [60]
    2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2992687
    Bolanos, Luis, Su, Shih-Yang, and Rhodin, Helge. “Gaussian shadow casting for neural characters”. 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 2024. Proceedings / IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR . 20997-21006.
    PUB | DOI | Download (ext.) | WoS
     
  • [59]
    2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2992714
    Tang, James, Suri, Shashwat, Ajisafe, Daniel, Wandt, Bastian, and Rhodin, Helge. “CasCalib: Cascaded Calibration for Motion Capture from Sparse Unsynchronized Cameras”. 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG). New York: IEEE, 2024.
    PUB | DOI | Download (ext.) | WoS | arXiv
     
  • [58]
    2024 | Zeitschriftenaufsatz | PUB-ID: 2992713
    Song, Chunjin, Wu, Zhijie, Wandt, Bastian, Sigal, Leonid, and Rhodin, Helge. “Representing Animatable Avatar via Factorized Neural Fields”. arXiv preprint arXiv:2406.00637 (2024).
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  • [57]
    2024 | Konferenzbeitrag | PUB-ID: 2992704
    Hedlin, Eric, Sharma, Gopal, Mahajan, Shweta, He, Xingzhe, Isack, Hossam, Kar, Abhishek, Rhodin, Helge, Tagliasacchi, Andrea, and Yi, Kwang Moo. “Unsupervised keypoints from pretrained diffusion models”. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2024. 22820-22830.
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  • [56]
    2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2991918
    Honari, Sina, Constantin, Victor, Rhodin, Helge, Salzmann, Mathieu, and Fua, Pascal. “Temporal Representation Learning on Monocular Videos for 3D Human Pose Estimation”. IEEE Transactions on Pattern Analysis and Machine Intelligence 45.5 (2023): 6415-6427.
    PUB | DOI | Download (ext.)
     
  • [55]
    2023 | Zeitschriftenaufsatz | PUB-ID: 2992709
    Hu, Hao, Zhang, Roark, Fong, Tony, Rhodin, Helge, and Murphy, Timothy H. “Standardized 3D test object for multi-camera calibration during animal pose capture”. Neurophotonics 10.4 (2023): 046602-046602.
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  • [54]
    2023 | Zeitschriftenaufsatz | PUB-ID: 2992710
    Song, Chunjin, Wandt, Bastian, and Rhodin, Helge. “Pose Modulated Avatars from Video”. arXiv preprint arXiv:2308.11951 (2023).
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  • [53]
    2023 | Konferenzbeitrag | PUB-ID: 2992711
    Lamoureux, Erik, Ayromlou, Sana, Amiri, Seyedeh Neda Ahmadi, and Rhodin, Helge. “Segmenting Cardiac Ultrasound Videos Using Self-Supervised Learning”. 2023 45th Annual International Conference of the IEEE Engineering in Medicine \& Biology Society (EMBC). 2023. 1-7.
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  • [52]
    2023 | Konferenzbeitrag | PUB-ID: 2992712
    Song, Chunjin, Zhang, Yuchi, Peng, Willis, Mohaghegh, Parmis, Wandt, Bastian, and Rhodin, Helge. “AudioViewer: Learning to visualize sounds”. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision. 2023. 2206-2216.
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  • [51]
    2023 | Konferenzbeitrag | PUB-ID: 2992718
    Yu, Frank, Fels, Sid, and Rhodin, Helge. “Scaling Neural Face Synthesis to High FPS and Low Latency by Neural Caching”. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision. 2023. 3474-3483.
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  • [50]
    2023 | Konferenzbeitrag | PUB-ID: 2992716
    He, Xingzhe, Wandt, Bastian, and Rhodin, Helge. “LatentKeypointGAN: Controlling Images via Latent Keypoints”. 2023 20th Conference on Robots and Vision (CRV). 2023. 1-8.
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  • [49]
    2023 | Zeitschriftenaufsatz | PUB-ID: 2992715
    Zwölfer, Michael, Heinrich, Dieter, Wandt, Bastian, Rhodin, Helge, Spörri, Jörg, and Nachbauer, Werner. “A graph-based approach can improve keypoint detection of complex poses: a proof-of-concept on injury occurrences in alpine ski racing”. Scientific reports 13.1 (2023): 21465.
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  • [48]
    2023 | Zeitschriftenaufsatz | PUB-ID: 2992688
    Zwölfer, Michael, Heinrich, Dieter, Schindelwig, Kurt, Wandt, Bastian, Rhodin, Helge, Spörri, Jörg, and Nachbauer, Werner. “Deep learning-based 2D keypoint detection in alpine ski racing--A performance analysis of state-of-the-art algorithms applied to regular skiing and injury situations”. JSAMS Plus 2 (2023): 100034.
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  • [47]
    2023 | Zeitschriftenaufsatz | PUB-ID: 2992717
    Mei, Ling, He, Yizhuo, Fishani, Farnoosh Javadi, Yu, Yaowen, Zhang, Lijun, and Rhodin, Helge. “Learning Domain-Adaptive Landmark Detection-Based Self-Supervised Video Synchronization for Remote Sensing Panorama”. Remote Sensing 15.4 (2023): 953.
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  • [46]
    2023 | Konferenzbeitrag | PUB-ID: 2992678
    Su, Shih-Yang, Bagautdinov, Timur, and Rhodin, Helge. “NPC: Neural Point Characters from Video”. Proceedings of the IEEE/CVF International Conference on Computer Vision. 2023. 14795-14805.
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  • [45]
    2023 | Konferenzbeitrag | PUB-ID: 2992690
    He, Xingzhe, Bharaj, Gaurav, Ferman, David, Rhodin, Helge, and Garrido, Pablo. “Few-shot geometry-aware keypoint localization”. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2023. 21337-21348.
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  • [44]
    2023 | Zeitschriftenaufsatz | PUB-ID: 2992686
    He, Xingzhe, Cao, Zhiwen, Kolkin, Nicholas, Yu, Lantao, Rhodin, Helge, and Kalarot, Ratheesh. “A data perspective on enhanced identity preservation for diffusion personalization”. arXiv preprint arXiv:2311.04315 (2023).
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  • [43]
    2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2991919
    Katircioglu, Isinsu, Rhodin, Helge, Constantin, Victor, Sporri, Jorg, Salzmann, Mathieu, and Fua, Pascal. “Self-Supervised Human Detection and Segmentation via Background Inpainting”. IEEE Transactions on Pattern Analysis and Machine Intelligence 44.12 (2022): 9574-9588.
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  • [42]
    2022 | Konferenzbeitrag | PUB-ID: 2992720
    Lin, Hsiu-Chin, and Rhodin, Helge. “Welcome Message CRV 2022”. 2022 19th Conference on Robots and Vision (CRV). 2022. ix-ix.
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  • [41]
    2022 | Zeitschriftenaufsatz | PUB-ID: 2992719
    Kuganesan, Abiramy, Su, Shih-yang, Little, James J, and Rhodin, Helge. “UNeRF: Time and Memory Conscious U-Shaped Network for Training Neural Radiance Fields”. arXiv preprint arXiv:2206.11952 (2022).
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  • [40]
    2022 | Zeitschriftenaufsatz | PUB-ID: 2992706
    Hu, Hao, Xiao, Dongsheng, Rhodin, Helge, and Murphy, Timothy H. “Towards a Visualizable, De-identified Synthetic Biomarker of Human Movement Disorders”. Journal of Parkinson's Disease 12.7 (2022): 2085-2096.
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  • [39]
    2022 | Konferenzbeitrag | PUB-ID: 2992722
    Straubinger, Tim, Xiao, Robert, and Rhodin, Helge. “Learned Acoustic Reconstruction Using Synthetic Aperture Focusing”. ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 2022. 1606-1610.
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  • [38]
    2022 | Konferenzbeitrag | PUB-ID: 2992679
    Parmar, Paritosh, Gharat, Amol, and Rhodin, Helge. “Domain Knowledge-Informed Self-Supervised Representations for Workout Form Assessment”. European Conference on Computer Vision. 2022. 105-123.
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  • [37]
    2022 | Zeitschriftenaufsatz | PUB-ID: 2992685
    Yin, Jerry, Liu, Chenxi, Lin, Rebecca, Vining, Nicholas, Rhodin, Helge, and Sheffer, Alla. “Detecting viewer-perceived intended vector sketch connectivity”. ACM Transactions on Graphics (TOG) 41.4 (2022): 1-11.
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  • [36]
    2022 | Konferenzbeitrag | PUB-ID: 2992676
    He, Xingzhe, Wandt, Bastian, and Rhodin, Helge. “GANSeg: Learning to Segment by Unsupervised Hierarchical Image Generation”. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2022. 1225-1235.
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  • [35]
    2022 | Konferenzbeitrag | PUB-ID: 2992669
    Su, Shih-Yang, Bagautdinov, Timur, and Rhodin, Helge. “DANBO: Disentangled Articulated Neural Body Representations via Graph Neural Networks”. European Conference on Computer Vision. 2022. 107-124.
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  • [34]
    2022 | Zeitschriftenaufsatz | PUB-ID: 2992681
    Gholami, Mohsen, Rezaei, Ahmad, Rhodin, Helge, Ward, Rabab, and Wang, Z Jane. “Self-Supervised 3D Human Pose Estimation in Static Video Via Neural Rendering”. Neurocomputing 488 (2022): 97-106.
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  • [33]
    2022 | Konferenzbeitrag | PUB-ID: 2992662
    Wandt, Bastian, Little, James J, and Rhodin, Helge. “ElePose: Unsupervised 3D Human Pose Estimation by Predicting Camera Elevation and Learning Normalizing Flows on 2D Poses”. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2022. 6635-6645.
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  • [32]
    2022 | Konferenzbeitrag | PUB-ID: 2992665
    Gholami, Mohsen, Wandt, Bastian, Rhodin, Helge, Ward, Rabab, and Wang, Z Jane. “AdaptPose: Cross-Dataset Adaptation for 3D Human Pose Estimation by Learnable Motion Generation”. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2022. 13075-13085.
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  • [31]
    2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2991920
    Xia, Ziyi, Yu, Frank, Xiong, Beibei, Jia, Emily, Baek, Seungyeon, Gregson, James, He, Xingzhe, Rhodin, Helge, and Fels, Sidney. “TeleViewDemo: Experience the Future of 3D Teleconferencing”. SIGGRAPH Asia 2022 XR. Ed. Soon Ki Jung, HyungSeok Kim, and Christian Sandor. New York, NY, USA: ACM, 2022. 1-2.
    PUB | DOI | Download (ext.)
     
  • [30]
    2021 | Zeitschriftenaufsatz | PUB-ID: 2992701
    Zwölfer, Michael, Heinrich, Dieter, Schindelwig, Kurt, Wandt, Bastian, Rhodin, Helge, Spoerri, Joerg, and Nachbauer, Werner. “Improved 2D Keypoint Detection in Out-of-Balance and Fall Situations--combining input rotations and a kinematic model”. arXiv preprint arXiv:2112.12193 (2021).
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  • [29]
    2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2991921
    Gosztolai, Adam, Günel, Semih, Lobato-Ríos, Victor, Pietro Abrate, Marco, Morales, Daniel, Rhodin, Helge, Fua, Pascal, and Ramdya, Pavan. “LiftPose3D, a deep learning-based approach for transforming two-dimensional to three-dimensional poses in laboratory animals”. Nature Methods 18.8 (2021): 975-981.
    PUB | DOI | Download (ext.) | Preprint
     
  • [28]
    2021 | Zeitschriftenaufsatz | PUB-ID: 2992702
    Gholami, Mohsen, Rezaei, Ahmad, Rhodin, Helge, Ward, Rabab, and Wang, Z Jane. “Tripose: A weakly-supervised 3d human pose estimation via triangulation from video”. arXiv preprint arXiv:2105.06599 (2021).
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  • [27]
    2021 | Konferenzbeitrag | PUB-ID: 2992677
    Yu, Frank, Salzmann, Mathieu, Fua, Pascal, and Rhodin, Helge. “PCLs: Geometry-aware Neural Reconstruction of 3D Pose with Perspective Crop Layers”. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2021. 9064-9073.
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  • [26]
    2021 | Konferenzbeitrag | PUB-ID: 2992672
    Pan, Shenyi, Fan, Shuxian, Wong, Samuel WK, Zidek, James V, and Rhodin, Helge. “Ellipse Detection and Localization with Applications to Knots in Sawn Lumber Images”. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision. 2021. 3892-3901.
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  • [25]
    2021 | Konferenzbeitrag | PUB-ID: 2992654
    Wandt, Bastian, Rudolph, Marco, Zell, Petrissa, Rhodin, Helge, and Rosenhahn, Bodo. “CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild”. Proceedings of the IEEE/CVF conference on computer vision and pattern recognition. 2021. 13294-13304.
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  • [24]
    2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2991922
    Bolaños, Luis A., Xiao, Dongsheng, Ford, Nancy L., LeDue, Jeff M., Gupta, Pankaj K., Doebeli, Carlos, Zhu, Haowen, Rhodin, Helge, and Murphy, Timothy H. “A three-dimensional virtual mouse generates synthetic training data for behavioral analysis”. Nature Methods 18.4 (2021): 378-381.
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  • [23]
    2021 | Zeitschriftenaufsatz | PUB-ID: 2992619
    Su, Shih-Yang, Yu, Frank, Zollh{\, Michael, and Rhodin, Helge. “A-NeRF: Articulated Neural Radiance Fields for Learning Human Shape, Appearance, and Pose”. Advances in neural information processing systems 34 (2021): 12278-12291.
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  • [22]
    2020 | Konferenzbeitrag | PUB-ID: 2992666
    Kiciroglu, Sena, Rhodin, Helge, Sinha, Sudipta N, Salzmann, Mathieu, and Fua, Pascal. “ActiveMocap: Optimized viewpoint selection for active human motion capture”. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2020. 103-112.
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  • [21]
    2020 | Konferenzbeitrag | PUB-ID: 2992661
    Li, Siyuan, Gunel, Semih, Ostrek, Mirela, Ramdya, Pavan, Fua, Pascal, and Rhodin, Helge. “Deformation-aware unpaired image translation for pose estimation on laboratory animals”. Proceedings of the IEEE/CVF conference on computer vision and pattern recognition. 2020. 13158-13168.
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  • [20]
    2020 | Zeitschriftenaufsatz | PUB-ID: 2992615
    Mehta, Dushyant, Sotnychenko, Oleksandr, Mueller, Franziska, Xu, Weipeng, Elgharib, Mohamed, Fua, Pascal, Seidel, Hans-Peter, Rhodin, Helge, Pons-Moll, Gerard, and Theobalt, Christian. “XNect: Real-time multi-person 3D motion capture with a single RGB camera”. Acm Transactions On Graphics (TOG) 39.4 (2020): 82-1.
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  • [19]
    2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2991924 OA
    Ostrek, Mirela, Rhodin, Helge, Fua, Pascal, Müller, Erich, and Spörri, Jörg. “Are Existing Monocular Computer Vision-Based 3D Motion Capture Approaches Ready for Deployment? A Methodological Study on the Example of Alpine Skiing”. Sensors 19.19 (2019): 4323.
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  • [18]
    2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2991925
    Günel, Semih, Rhodin, Helge, Morales, Daniel, Campagnolo, João, Ramdya, Pavan, and Fua, Pascal. “DeepFly3D, a deep learning-based approach for 3D limb and appendage tracking in tethered, adult Drosophila”. eLife 8 (2019).
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  • [17]
    2019 | Konferenzbeitrag | PUB-ID: 2992667
    Günel, Semih, Rhodin, Helge, and Fua, Pascal. “What Face and Body Shapes Can Tell Us About Height.”., 2019.
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  • [16]
    2019 | Konferenzbeitrag | PUB-ID: 2992682
    Bachmann, Roman, Spörri, Jörg, Fua, Pascal, and Rhodin, Helge. “Motion Capture from Pan-Tilt Cameras with Unknown Orientation”. 2019 International Conference on 3D Vision (3DV). 2019. 308-317.
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  • [15]
    2019 | Zeitschriftenaufsatz | PUB-ID: 2992625
    Xu, Weipeng, Chatterjee, Avishek, Zollhoefer, Michael, Rhodin, Helge, Fua, Pascal, Seidel, Hans-Peter, and Theobalt, Christian. “Mo2Cap2: Real-time Mobile 3D Motion Capture with a Cap-mounted Fisheye Camera”. IEEE transactions on visualization and computer graphics 25.5 (2019): 2093-2101.
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  • [14]
    2019 | Konferenzbeitrag | PUB-ID: 2992674
    Bieler, Didier, Gunel, Semih, Fua, Pascal, and Rhodin, Helge. “Gravity as a reference for estimating a person's height from video”. Proceedings of the IEEE/CVF international conference on computer vision. 2019. 8569-8577.
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  • [13]
    2019 | Konferenzbeitrag | PUB-ID: 2992659
    Rhodin, Helge, Constantin, Victor, Katircioglu, Isinsu, Salzmann, Mathieu, and Fua, Pascal. “Neural Scene Decomposition for Multi-Person Motion Capture”. Proceedings of the IEEE/CVF conference on computer vision and pattern recognition. 2019. 7703-7713.
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  • [12]
    2019 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2991926
    Habermann, Marc, Xu, Weipeng, Rhodin, Helge, Zollhöfer, Michael, Pons-Moll, Gerard, and Theobalt, Christian. “NRST: Non-rigid Surface Tracking from Monocular Video”. Pattern Recognition. 40th German Conference, GCPR 2018, Stuttgart, Germany, October 9-12, 2018, Proceedings. Ed. Thomas Brox, Andrés Bruhn, and Mario Fritz. Cham: Springer International Publishing, 2019. Lecture Notes in Computer Science. 335-348.
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  • [11]
    2018 | Konferenzbeitrag | PUB-ID: 2992622
    Rhodin, Helge, Spörri, Jörg, Katircioglu, Isinsu, Constantin, Victor, Meyer, Frédéric, Müller, Erich, Salzmann, Mathieu, and Fua, Pascal. “Learning Monocular 3D Human Pose Estimation from Multi-view Images”. Proceedings of the IEEE conference on computer vision and pattern recognition. 2018. 8437-8446.
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  • [10]
    2018 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2991927
    Rhodin, Helge, Salzmann, Mathieu, and Fua, Pascal. “Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation”. Computer Vision – ECCV 2018. 15th European Conference, Munich, Germany, September 8-14, 2018, Proceedings, Part X. Ed. Vittorio Ferrari, Martial Hebert, Cristian Sminchisescu, and Yair Weiss. Cham: Springer International Publishing, 2018.Vol. 11214. Lecture Notes in Computer Science. 765-782.
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  • [9]
    2018 | Zeitschriftenaufsatz | PUB-ID: 2992623
    Xu, Weipeng, Chatterjee, Avishek, Zollhoefer, Michael, Rhodin, Helge, Mehta, Dushyant, Seidel, Hans-Peter, and Theobalt, Christian. “Monoperfcap: Human performance capture from monocular video”. ACM Transactions on Graphics (ToG) 37.2 (2018): 1-15.
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  • [8]
    2017 | Zeitschriftenaufsatz | PUB-ID: 2992616
    Mehta, Dushyant, Sridhar, Srinath, Sotnychenko, Oleksandr, Rhodin, Helge, Shafiei, Mohammad, Seidel, Hans-Peter, Xu, Weipeng, Casas, Dan, and Theobalt, Christian. “Vnect: Real-time 3d human pose estimation with a single rgb camera”. Acm transactions on graphics (tog) 36.4 (2017): 1-14.
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  • [7]
    2017 | Konferenzbeitrag | PUB-ID: 2992614
    Mehta, Dushyant, Rhodin, Helge, Casas, Dan, Fua, Pascal, Sotnychenko, Oleksandr, Xu, Weipeng, and Theobalt, Christian. “Monocular 3D Human Pose Estimation In The Wild Using Improved CNN Supervision”. 2017 international conference on 3D vision (3DV). 2017. 506-516.
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  • [6]
    2016 | Konferenzbeitrag | PUB-ID: 2992664
    Robertini, Nadia, Casas, Dan, Rhodin, Helge, Seidel, Hans-Peter, and Theobalt, Christian. “Model-based outdoor performance capture”. 2016 Fourth International Conference on 3D Vision (3DV). 2016. 166-175.
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  • [5]
    2016 | Konferenzbeitrag | PUB-ID: 2992653
    Rhodin, Helge, Robertini, Nadia, Casas, Dan, Richardt, Christian, Seidel, Hans-Peter, and Theobalt, Christian. “General Automatic Human Shape and Motion Capture Using Volumetric Contour Cues”. Computer Vision--ECCV 2016: 14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part V 14. 2016. 509-526.
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  • [4]
    2015 | Konferenzbeitrag | PUB-ID: 2992655
    Rhodin, Helge, Robertini, Nadia, Richardt, Christian, Seidel, Hans-Peter, and Theobalt, Christian. “A versatile scene model with differentiable visibility applied to generative pose estimation”. Proceedings of the IEEE International Conference on Computer Vision. 2015. 765-773.
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  • [3]
    2015 | Zeitschriftenaufsatz | PUB-ID: 2992668
    Rhodin, Helge, Tompkin, James, Kim, Kwang In, De Aguiar, Edilson, Pfister, Hanspeter, Seidel, Hans-Peter, and Theobalt, Christian. “Generalizing wave gestures from sparse examples for real-time character control”. ACM Transactions on Graphics (TOG) 34.6 (2015): 1-12.
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  • [2]
    2014 | Konferenzbeitrag | PUB-ID: 2992658
    Rhodin, Helge, Tompkin, James, In Kim, Kwang, Varanasi, Kiran, Seidel, Hans-Peter, and Theobalt, Christian. “Interactive motion mapping for real-time character control”. Computer Graphics Forum. 2014.Vol. 33. 273-282.
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  • [1]
    2014 | Konferenzbeitrag | PUB-ID: 2992656
    Sridhar, Srinath, Rhodin, Helge, Seidel, Hans-Peter, Oulasvirta, Antti, and Theobalt, Christian. “Real-time hand tracking using a sum of anisotropic gaussians model”. 2014 2nd International Conference on 3D Vision. 2014.Vol. 1. 319-326.
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