Computer Vision – ACCV 2018: 14th Asian Conference on Computer Vision, Perth, Australia, December 2–6, 2018, Revised Selected Papers, Part I

Description

The six volume set LNCS 11361-11366 constitutes the proceedings of the 14th Asian Conference on Computer Vision, ACCV 2018, held in Perth, Australia, in December 2018. The total of 274 contributions was carefully reviewed and selected from 979 submissions during two rounds of reviewing and improvement. The papers focus on motion and tracking, segmentation and grouping, image-based modeling, dep learning, object recognition object recognition, object detection and categorization, vision and language, video analysis and event recognition, face and gesture analysis, statistical methods and learning, performance evaluation, medical image analysis, document analysis, optimization methods, RGBD and depth camera processing, robotic vision, applications of computer vision. Front Matter ....Pages i-xx Front Matter ....Pages 1-1 Dual Generator Generative Adversarial Networks for Multi-domain Image-to-Image Translation (Hao Tang, Dan Xu, Wei Wang, Yan Yan, Nicu Sebe)....Pages 3-21 Pioneer Networks: Progressively Growing Generative Autoencoder (Ari Heljakka, Arno Solin, Juho Kannala)....Pages 22-38 Editable Generative Adversarial Networks: Generating and Editing Faces Simultaneously (Kyungjune Baek, Duhyeon Bang, Hyunjung Shim)....Pages 39-55 Cross Connected Network for Efficient Image Recognition (Lu Yang, Qing Song, Zuoxin Li, Yingqi Wu, Xiaojie Li, Mengjie Hu)....Pages 56-71 Answer Distillation for Visual Question Answering (Zhiwei Fang, Jing Liu, Qu Tang, Yong Li, Hanqing Lu)....Pages 72-87 Spiral-Net with F1-Based Optimization for Image-Based Crack Detection (Takumi Kobayashi)....Pages 88-104 Flex-Convolution (Fabian Groh, Patrick Wieschollek, Hendrik P. A. Lensch)....Pages 105-122 Front Matter ....Pages 123-123 Extreme Reverse Projection Learning for Zero-Shot Recognition (Jiechao Guan, An Zhao, Zhiwu Lu)....Pages 125-141 A Defect Inspection Method for Machine Vision Using Defect Probability Image with Deep Convolutional Neural Network (Chanhee Jang, Sangyun Yun, Hyejin Hwang, Hyunmin Shin, SeongSoo Kim, Yangsub Park)....Pages 142-154 3D Pick & Mix: Object Part Blending in Joint Shape and Image Manifolds (Adrian Penate-Sanchez, Lourdes Agapito)....Pages 155-170 Minutiae-Based Gender Estimation for Full and Partial Fingerprints of Arbitrary Size and Shape (Philipp Terhörst, Naser Damer, Andreas Braun, Arjan Kuijper)....Pages 171-186 Simultaneous Face Detection and Head Pose Estimation: A Fast and Unified Framework (Tingfeng Li, Xu Zhao)....Pages 187-202 Progressive Feature Fusion Network for Realistic Image Dehazing (Kangfu Mei, Aiwen Jiang, Juncheng Li, Mingwen Wang)....Pages 203-215 Semi-supervised Learning for Face Sketch Synthesis in the Wild (Chaofeng Chen, Wei Liu, Xiao Tan, Kwan-Yee K. Wong)....Pages 216-231 Evolvement Constrained Adversarial Learning for Video Style Transfer (Wenbo Li, Longyin Wen, Xiao Bian, Siwei Lyu)....Pages 232-248 An Unsupervised Deep Learning Framework via Integrated Optimization of Representation Learning and GMM-Based Modeling (Jinghua Wang, Jianmin Jiang)....Pages 249-265 Recovering Affine Features from Orientation- and Scale-Invariant Ones (Daniel Barath)....Pages 266-281 Totally Looks Like - How Humans Compare, Compared to Machines (Amir Rosenfeld, Markus D. Solbach, John K. Tsotsos)....Pages 282-297 Generation of Virtual Dual Energy Images from Standard Single-Shot Radiographs Using Multi-scale and Conditional Adversarial Network (Bo Zhou, Xunyu Lin, Brendan Eck, Jun Hou, David Wilson)....Pages 298-313 GD-GAN: Generative Adversarial Networks for Trajectory Prediction and Group Detection in Crowds (Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes)....Pages 314-330 Multi-level Sequence GAN for Group Activity Recognition (Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes)....Pages 331-346 Spatio-Temporal Fusion Networks for Action Recognition (Sangwoo Cho, Hassan Foroosh)....Pages 347-364 Image2Mesh: A Learning Framework for Single Image 3D Reconstruction (Jhony K. Pontes, Chen Kong, Sridha Sridharan, Simon Lucey, Anders Eriksson, Clinton Fookes)....Pages 365-381 Face Completion with Semantic Knowledge and Collaborative Adversarial Learning (Haofu Liao, Gareth Funka-Lea, Yefeng Zheng, Jiebo Luo, S. Kevin Zhou)....Pages 382-397 Water-Filling: An Efficient Algorithm for Digitized Document Shadow Removal (Seungjun Jung, Muhammad Abul Hasan, Changick Kim)....Pages 398-414 Matchable Image Retrieval by Learning from Surface Reconstruction (Tianwei Shen, Zixin Luo, Lei Zhou, Runze Zhang, Siyu Zhu, Tian Fang et al.)....Pages 415-431 Thinking Outside the Box: Generation of Unconstrained 3D Room Layouts (Henry Howard-Jenkins, Shuda Li, Victor Prisacariu)....Pages 432-448 VIENA\(^2\): A Driving Anticipation Dataset (Mohammad Sadegh Aliakbarian, Fatemeh Sadat Saleh, Mathieu Salzmann, Basura Fernando, Lars Petersson, Lars Andersson)....Pages 449-466 Multilevel Collaborative Attention Network for Person Search (Wenbo Li, Ze Chen, Zhenyong Fu, Hongtao Lu)....Pages 467-482 Enhancing Perceptual Attributes with Bayesian Style Generation (Aliaksandr Siarohin, Gloria Zen, Nicu Sebe, Elisa Ricci)....Pages 483-498 Deep Convolutional Compressed Sensing for LiDAR Depth Completion (Nathaniel Chodosh, Chaoyang Wang, Simon Lucey)....Pages 499-513 Learning for Video Super-Resolution Through HR Optical Flow Estimation (Longguang Wang, Yulan Guo, Zaiping Lin, Xinpu Deng, Wei An)....Pages 514-529 Deep Multiple Instance Learning for Zero-Shot Image Tagging (Shafin Rahman, Salman Khan)....Pages 530-546 Zero-Shot Object Detection: Learning to Simultaneously Recognize and Localize Novel Concepts (Shafin Rahman, Salman Khan, Fatih Porikli)....Pages 547-563 Vision-Based Freezing of Gait Detection with Anatomic Patch Based Representation (Kun Hu, Zhiyong Wang, Kaylena Ehgoetz Martens, Simon Lewis)....Pages 564-576 Fast Video Shot Transition Localization with Deep Structured Models (Shitao Tang, Litong Feng, Zhanghui Kuang, Yimin Chen, Wei Zhang)....Pages 577-592 Traversing Latent Space Using Decision Ferns (Yan Zuo, Gil Avraham, Tom Drummond)....Pages 593-608 Parallel Convolutional Networks for Image Recognition via a Discriminator (Shiqi Yang, Gang Peng)....Pages 609-624 ENG: End-to-End Neural Geometry for Robust Depth and Pose Estimation Using CNNs (Thanuja Dharmasiri, Andrew Spek, Tom Drummond)....Pages 625-642 Multi-scale Adaptive Structure Network for Human Pose Estimation from Color Images (Wenlin Zhuang, Cong Peng, Siyu Xia, Yangang Wang)....Pages 643-658 Full Explicit Consistency Constraints in Uncalibrated Multiple Homography Estimation (Wojciech Chojnacki, Zygmunt L. Szpak)....Pages 659-675 A New Method for Computing the Principal Point of an Optical Sensor by Means of Sphere Images (Rudi Penne, Bart Ribbens, Steven Puttemans)....Pages 676-690 NightOwls: A Pedestrians at Night Dataset (Lukáš Neumann, Michelle Karg, Shanshan Zhang, Christian Scharfenberger, Eric Piegert, Sarah Mistr et al.)....Pages 691-705 Multi-view Consensus CNN for 3D Facial Landmark Placement (Rasmus R. Paulsen, Kristine Aavild Juhl, Thilde Marie Haspang, Thomas Hansen, Melanie Ganz, Gudmundur Einarsson)....Pages 706-719 Back Matter ....Pages 721-722