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Automatic Segmentation, Localization, and Identification of Vertebrae in 3D CT Images Using Cascaded Convolutional Neural Networks

Sep 29, 2020
Naoto Masuzawa, Yoshiro Kitamura, Keigo Nakamura, Satoshi Iizuka, Edgar Simo-Serra


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DeepRemaster: Temporal Source-Reference Attention Networks for Comprehensive Video Enhancement

Sep 18, 2020
Satoshi Iizuka, Edgar Simo-Serra

* Accepted to SIGGRAPH Asia 2019. Project page: http://iizuka.cs.tsukuba.ac.jp/projects/remastering/ 

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TopNet: Topology Preserving Metric Learning for Vessel Tree Reconstruction and Labelling

Sep 18, 2020
Deepak Keshwani, Yoshiro Kitamura, Satoshi Ihara, Satoshi Iizuka, Edgar Simo-Serra

* Accepted in MICCAI 2020 

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Two-stage Discriminative Re-ranking for Large-scale Landmark Retrieval

Mar 25, 2020
Shuhei Yokoo, Kohei Ozaki, Edgar Simo-Serra, Satoshi Iizuka

* 10 pages, 5 figures 

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Understanding the Effects of Pre-Training for Object Detectors via Eigenspectrum

Sep 09, 2019
Yosuke Shinya, Edgar Simo-Serra, Taiji Suzuki

* ICCV 2019 Workshop on Neural Architects (Oral) 

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Virtual Thin Slice: 3D Conditional GAN-based Super-resolution for CT Slice Interval

Sep 02, 2019
Akira Kudo, Yoshiro Kitamura, Yuanzhong Li, Satoshi Iizuka, Edgar Simo-Serra

* 10 pages, 6 figures, Accepted to Machine Learning for Medical Image Reconstruction (MLMIR) at MICCAI 2019 

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Mastering Sketching: Adversarial Augmentation for Structured Prediction

Mar 27, 2017
Edgar Simo-Serra, Satoshi Iizuka, Hiroshi Ishikawa

* 12 pages, 14 figures 

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Understanding Human-Centric Images: From Geometry to Fashion

Dec 14, 2015
Edgar Simo-Serra

* PhD Thesis, May 2015. BarcelonaTech. 169 pages 

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Structured Prediction with Output Embeddings for Semantic Image Annotation

Sep 07, 2015
Ariadna Quattoni, Arnau Ramisa, Pranava Swaroop Madhyastha, Edgar Simo-Serra, Francesc Moreno-Noguer

* 11 pages 

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Fracking Deep Convolutional Image Descriptors

Feb 25, 2015
Edgar Simo-Serra, Eduard Trulls, Luis Ferraz, Iasonas Kokkinos, Francesc Moreno-Noguer


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