Computer Vision – ECCV 2018 Workshops: Munich, Germany, September 8-14, 2018, Proceedings, Part III

Front Matter ....Pages I-XXV
Front Matter ....Pages 1-2
 Deep Learning for Automated Tagging of Fashion Images  (Patricia Gutierrez, Pierre-Antoine Sondag, Petar Butkovic, Mauro Lacy, Jordi Berges, Felipe Bertrand et al.)....Pages 3-11
 Brand > Logo: Visual Analysis of Fashion Brands  (M. Hadi Kiapour, Robinson Piramuthu)....Pages 12-20
 Tiered Deep Similarity Search for Fashion  (Dipu Manandhar, Muhammet Bastan, Kim-Hui Yap)....Pages 21-29
 Deep Fashion Analysis with Feature Map Upsampling and Landmark-Driven Attention  (Jingyuan Liu, Hong Lu)....Pages 30-36
 DesIGN: Design Inspiration from Generative Networks  (Othman Sbai, Mohamed Elhoseiny, Antoine Bordes, Yann LeCun, Camille Couprie)....Pages 37-44
 FashionSearchNet: Fashion Search with Attribute Manipulation  (Kenan E. Ak, Ashraf A. Kassim, Joo Hwee Lim, Jo Yew Tham)....Pages 45-53
 CRAFT: Complementary Recommendation by Adversarial Feature Transform  (Cong Phuoc Huynh, Arridhana Ciptadi, Ambrish Tyagi, Amit Agrawal)....Pages 54-66
 Full-Body High-Resolution Anime Generation with Progressive Structure-Conditional Generative Adversarial Networks  (Koichi Hamada, Kentaro Tachibana, Tianqi Li, Hiroto Honda, Yusuke Uchida)....Pages 67-74
 Convolutional Photomosaic Generation via Multi-scale Perceptual Losses  (Matthew Tesfaldet, Nariman Saftarli, Marcus A. Brubaker, Konstantinos G. Derpanis)....Pages 75-83
Front Matter ....Pages 85-87
 Action Anticipation by Predicting Future Dynamic Images  (Cristian Rodriguez, Basura Fernando, Hongdong Li)....Pages 89-105
 Predicting Action Tubes  (Gurkirt Singh, Suman Saha, Fabio Cuzzolin)....Pages 106-123
 Forecasting Hands and Objects in Future Frames  (Chenyou Fan, Jangwon Lee, Michael S. Ryoo)....Pages 124-137
 RED: A Simple but Effective Baseline Predictor for the TrajNet Benchmark  (Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens)....Pages 138-153
 Joint Future Semantic and Instance Segmentation Prediction  (Camille Couprie, Pauline Luc, Jakob Verbeek)....Pages 154-168
 Context Graph Based Video Frame Prediction Using Locally Guided Objective  (Prateep Bhattacharjee, Sukhendu Das)....Pages 169-185
 Convolutional Neural Network for Trajectory Prediction  (Nishant Nikhil, Brendan Tran Morris)....Pages 186-196
 Action Alignment from Gaze Cues in Human-Human and Human-Robot Interaction  (Nuno Ferreira Duarte, Mirko Raković, Jorge Marques, José Santos-Victor)....Pages 197-212
 Group LSTM: Group Trajectory Prediction in Crowded Scenarios  (Niccoló Bisagno, Bo Zhang, Nicola Conci)....Pages 213-225
Front Matter ....Pages 227-228
 Scene Coordinate Regression with Angle-Based Reprojection Loss for Camera Relocalization  (Xiaotian Li, Juha Ylioinas, Jakob Verbeek, Juho Kannala)....Pages 229-245
 Deep Normal Estimation for Automatic Shading of Hand-Drawn Characters  (Matis Hudon, Mairéad Grogan, Rafael Pagés, Aljoša Smolić)....Pages 246-262
 3D Surface Reconstruction by Pointillism  (Olivia Wiles, Andrew Zisserman)....Pages 263-280
 Detecting Parallel-Moving Objects in the Monocular Case Employing CNN Depth Maps  (Nolang Fanani, Matthias Ochs, Rudolf Mester)....Pages 281-297
 Object Pose Estimation from Monocular Image Using Multi-view Keypoint Correspondence  (Jogendra Nath Kundu, M. V. Rahul, Aditya Ganeshan, R. Venkatesh Babu)....Pages 298-313
 3DContextNet: K-d Tree Guided Hierarchical Learning of Point Clouds Using Local and Global Contextual Cues  (Wei Zeng, Theo Gevers)....Pages 314-330
 Evaluation of CNN-Based Single-Image Depth Estimation Methods  (Tobias Koch, Lukas Liebel, Friedrich Fraundorfer, Marco Körner)....Pages 331-348
 A Simple Approach to Intrinsic Correspondence Learning on Unstructured 3D Meshes  (Isaak Lim, Alexander Dielen, Marcel Campen, Leif Kobbelt)....Pages 349-362
 Learning Structure-from-Motion from Motion  (Clément Pinard, Laure Chevalley, Antoine Manzanera, David Filliat)....Pages 363-376
 Learning Spectral Transform Network on 3D Surface for Non-rigid Shape Analysis  (Ruixuan Yu, Jian Sun, Huibin Li)....Pages 377-394
 Know What Your Neighbors Do: 3D Semantic Segmentation of Point Clouds  (Francis Engelmann, Theodora Kontogianni, Jonas Schult, Bastian Leibe)....Pages 395-409
 Deep Learning for Multi-path Error Removal in ToF Sensors  (Gianluca Agresti, Pietro Zanuttigh)....Pages 410-426
 PosIX-GAN: Generating Multiple Poses Using GAN for Pose-Invariant Face Recognition  (Avishek Bhattacharjee, Samik Banerjee, Sukhendu Das)....Pages 427-443
 Semi-supervised Semantic Matching  (Zakaria Laskar, Juho Kannala)....Pages 444-455
 Multi-kernel Diffusion CNNs for Graph-Based Learning on Point Clouds  (Lasse Hansen, Jasper Diesel, Mattias P. Heinrich)....Pages 456-469
 Attaining Human-Level Performance with Atlas Location Autocontext for Anatomical Landmark Detection in 3D CT Data  (Alison Q. O’Neil, Antanas Kascenas, Joseph Henry, Daniel Wyeth, Matthew Shepherd, Erin Beveridge et al.)....Pages 470-484
 Deep Fundamental Matrix Estimation Without Correspondences  (Omid Poursaeed, Guandao Yang, Aditya Prakash, Qiuren Fang, Hanqing Jiang, Bharath Hariharan et al.)....Pages 485-497
 High Quality Facial Surface and Texture Synthesis via Generative Adversarial Networks  (Ron Slossberg, Gil Shamai, Ron Kimmel)....Pages 498-513
Front Matter ....Pages 515-517
 Recent Advances at the Brain-Driven Computer Vision Workshop 2018  (Simone Palazzo, Isaak Kavasidis, Dimitris Kastaniotis, Stavros Dimitriadis)....Pages 519-525
 CapsuleGAN: Generative Adversarial Capsule Network  (Ayush Jaiswal, Wael AbdAlmageed, Yue Wu, Premkumar Natarajan)....Pages 526-535
 Navigational Affordance Cortical Responses Explained by Scene-Parsing Model  (Kshitij Dwivedi, Gemma Roig)....Pages 536-545
 A Context-Aware Capsule Network for Multi-label Classification  (Sameera Ramasinghe, C. D. Athuraliya, Salman H. Khan)....Pages 546-554
 Brain-Inspired Robust Delineation Operator  (Nicola Strisciuglio, George Azzopardi, Nicolai Petkov)....Pages 555-565
 Understanding Fake Faces  (Ryota Natsume, Kazuki Inoue, Yoshihiro Fukuhara, Shintaro Yamamoto, Shigeo Morishima, Hirokatsu Kataoka)....Pages 566-576
 Characterization of Visual Object Representations in Rat Primary Visual Cortex  (Sebastiano Vascon, Ylenia Parin, Eis Annavini, Mattia D’Andola, Davide Zoccolan, Marcello Pelillo)....Pages 577-586
 Learning Event Representations by Encoding the Temporal Context  (Catarina Dias, Mariella Dimiccoli)....Pages 587-596
 Decoding Generic Visual Representations from Human Brain Activity Using Machine Learning  (Angeliki Papadimitriou, Nikolaos Passalis, Anastasios Tefas)....Pages 597-606
 EmoP3D: A Brain Like Pyramidal Deep Neural Network for Emotion Recognition  (Emanuel Di Nardo, Alfredo Petrosino, Ihsan Ullah)....Pages 607-616
 Subitizing with Variational Autoencoders  (Rijnder Wever, Tom F. H. Runia)....Pages 617-627
Front Matter ....Pages 629-630
 The Second Workshop on 3D Reconstruction Meets Semantics: Challenge Results Discussion  (Radim Tylecek, Torsten Sattler, Hoang-An Le, Thomas Brox, Marc Pollefeys, Robert B. Fisher et al.)....Pages 631-644
 A Deeper Look at 3D Shape Classifiers  (Jong-Chyi Su, Matheus Gadelha, Rui Wang, Subhransu Maji)....Pages 645-661
 3D-PSRNet: Part Segmented 3D Point Cloud Reconstruction from a Single Image  (Priyanka Mandikal, K. L. Navaneet, R. Venkatesh Babu)....Pages 662-674
 Exploiting Multi-layer Features Using a CNN-RNN Approach for RGB-D Object Recognition  (Ali Caglayan, Ahmet Burak Can)....Pages 675-688
 Temporally Consistent Depth Estimation in Videos with Recurrent Architectures  (Denis Tananaev, Huizhong Zhou, Benjamin Ummenhofer, Thomas Brox)....Pages 689-701
 End-to-End 6-DoF Object Pose Estimation Through Differentiable Rasterization  (Andrea Palazzi, Luca Bergamini, Simone Calderara, Rita Cucchiara)....Pages 702-715
 YOLO3D: End-to-End Real-Time 3D Oriented Object Bounding Box Detection from LiDAR Point Cloud  (Waleed Ali, Sherif Abdelkarim, Mahmoud Zidan, Mohamed Zahran, Ahmad El Sallab)....Pages 716-728
 Increasing the Robustness of CNN-Based Human Body Segmentation in Range Images by Modeling Sensor-Specific Artifacts  (Lama Seoud, Jonathan Boisvert, Marc-Antoine Drouin, Michel Picard, Guy Godin)....Pages 729-743
Back Matter ....Pages 745-747