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    Chapter and Conference Paper

    BLSM: A Bone-Level Skinned Model of the Human Mesh

    We introduce BLSM, a bone-level skinned model of the human body mesh where bone scales are set prior to template synthesis, rather than the common, inverse practice. BLSM first sets bone lengths and joint angl...

    Haoyang Wang, Riza Alp Güler, Iasonas Kokkinos in Computer Vision – ECCV 2020 (2020)

  2. Chapter and Conference Paper

    PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model

    We present a box-free bottom-up approach for the tasks of pose estimation and instance segmentation of people in multi-person images using an efficient single-shot model. The proposed PersonLab model tackles b...

    George Papandreou, Tyler Zhu, Liang-Chieh Chen in Computer Vision – ECCV 2018 (2018)

  3. Chapter and Conference Paper

    Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

    Spatial pyramid pooling module or encode-decoder structure are used in deep neural networks for semantic segmentation task. The former networks are able to encode multi-scale contextual information by probing ...

    Liang-Chieh Chen, Yukun Zhu, George Papandreou in Computer Vision – ECCV 2018 (2018)