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

Front Matter ....Pages I-XXVI
Front Matter ....Pages 1-2
 Fast Semantic Segmentation on Video Using Block Motion-Based Feature Interpolation  (Samvit Jain, Joseph E. Gonzalez)....Pages 3-6
 Video Object Segmentation with Referring Expressions  (Anna Khoreva, Anna Rohrbach, Bernt Schiele)....Pages 7-12
Front Matter ....Pages 13-14
 MobileFace: 3D Face Reconstruction with Efficient CNN Regression  (Nikolai Chinaev, Alexander Chigorin, Ivan Laptev)....Pages 15-30
 A Kinematic Chain Space for Monocular Motion Capture  (Bastian Wandt, Hanno Ackermann, Bodo Rosenhahn)....Pages 31-47
 Non-rigid 3D Shape Registration Using an Adaptive Template  (Hang Dai, Nick Pears, William Smith)....Pages 48-63
 3D Human Body Reconstruction from a Single Image via Volumetric Regression  (Aaron S. Jackson, Chris Manafas, Georgios Tzimiropoulos)....Pages 64-77
 Can 3D Pose Be Learned from 2D Projections Alone?  (Dylan Drover, Rohith M. V, Ching-Hang Chen, Amit Agrawal, Ambrish Tyagi, Cong Phuoc Huynh)....Pages 78-94
Front Matter ....Pages 95-96
 Towards a Fair Evaluation of Zero-Shot Action Recognition Using External Data  (Alina Roitberg, Manuel Martinez, Monica Haurilet, Rainer Stiefelhagen)....Pages 97-105
 MoQA – A Multi-modal Question Answering Architecture  (Monica Haurilet, Ziad Al-Halah, Rainer Stiefelhagen)....Pages 106-113
 Pre-gen Metrics: Predicting Caption Quality Metrics Without Generating Captions  (Marc Tanti, Albert Gatt, Adrian Muscat)....Pages 114-123
 Quantifying the Amount of Visual Information Used by Neural Caption Generators  (Marc Tanti, Albert Gatt, Kenneth P. Camilleri)....Pages 124-132
 Distinctive-Attribute Extraction for Image Captioning  (Boeun Kim, Young Han Lee, Hyedong Jung, Choongsang Cho)....Pages 133-144
 Knowing Where to Look? Analysis on Attention of Visual Question Answering System  (Wei Li, Zehuan Yuan, Xiangzhong Fang, Changhu Wang)....Pages 145-152
 Knowing When to Look for What and Where: Evaluating Generation of Spatial Descriptions with Adaptive Attention  (Mehdi Ghanimifard, Simon Dobnik)....Pages 153-161
 How Clever Is the FiLM Model, and How Clever Can it Be?  (Alexander Kuhnle, Huiyuan Xie, Ann Copestake)....Pages 162-172
 Image-Sensitive Language Modeling for Automatic Speech Recognition  (Kata Naszádi, Youssef Oualil, Dietrich Klakow)....Pages 173-179
 Adding Object Detection Skills to Visual Dialogue Agents  (Gabriele Bani, Davide Belli, Gautier Dagan, Alexander Geenen, Andrii Skliar, Aashish Venkatesh et al.)....Pages 180-187
Front Matter ....Pages 189-191
 The 2nd YouTube-8M Large-Scale Video Understanding Challenge  (Joonseok Lee, Apostol (Paul) Natsev, Walter Reade, Rahul Sukthankar, George Toderici)....Pages 193-205
 NeXtVLAD: An Efficient Neural Network to Aggregate Frame-Level Features for Large-Scale Video Classification  (Rongcheng Lin, Jing Xiao, Jianping Fan)....Pages 206-218
 Non-local NetVLAD Encoding for Video Classification  (Yongyi Tang, Xing Zhang, Jingwen Wang, Shaoxiang Chen, Lin Ma, Yu-Gang Jiang)....Pages 219-228
 Learnable Pooling Methods for Video Classification  (Sebastian Kmiec, Juhan Bae, Ruijian An)....Pages 229-238
 Constrained-Size Tensorflow Models for YouTube-8M Video Understanding Challenge  (Tianqi Liu, Bo Liu)....Pages 239-249
 Label Denoising with Large Ensembles of Heterogeneous Neural Networks  (Pavel Ostyakov, Elizaveta Logacheva, Roman Suvorov, Vladimir Aliev, Gleb Sterkin, Oleg Khomenko et al.)....Pages 250-261
 Hierarchical Video Frame Sequence Representation with Deep Convolutional Graph Network  (Feng Mao, Xiang Wu, Hui Xue, Rong Zhang)....Pages 262-270
 Training Compact Deep Learning Models for Video Classification Using Circulant Matrices  (Alexandre Araujo, Benjamin Negrevergne, Yann Chevaleyre, Jamal Atif)....Pages 271-286
 Towards Good Practices for Multi-modal Fusion in Large-Scale Video Classification  (Jinlai Liu, Zehuan Yuan, Changhu Wang)....Pages 287-296
 Building A Size Constrained Predictive Models for Video Classification  (Miha Skalic, David Austin)....Pages 297-305
 Temporal Attention Mechanism with Conditional Inference for Large-Scale Multi-label Video Classification  (Eun-Sol Kim, Kyoung-Woon On, Jongseok Kim, Yu-Jung Heo, Seong-Ho Choi, Hyun-Dong Lee et al.)....Pages 306-316
 Approach for Video Classification with Multi-label on YouTube-8M Dataset  (Kwangsoo Shin, Junhyeong Jeon, Seungbin Lee, Boyoung Lim, Minsoo Jeong, Jongho Nang)....Pages 317-324
 Learning Video Features for Multi-label Classification  (Shivam Garg)....Pages 325-337
 Large-Scale Video Classification with Feature Space Augmentation Coupled with Learned Label Relations and Ensembling  (Choongyeun Cho, Benjamin Antin, Sanchit Arora, Shwan Ashrafi, Peilin Duan, Dang The Huynh et al.)....Pages 338-346
Front Matter ....Pages 347-348
 Multi-style Generative Network for Real-Time Transfer  (Hang Zhang, Kristin Dana)....Pages 349-365
 Frustratingly Easy Trade-off Optimization Between Single-Stage and Two-Stage Deep Object Detectors  (Petru Soviany, Radu Tudor Ionescu)....Pages 366-378
 Targeted Kernel Networks: Faster Convolutions with Attentive Regularization  (Kashyap Chitta)....Pages 379-397
 Small Defect Detection Using Convolutional Neural Network Features and Random Forests  (Xinghui Dong, Chris J. Taylor, Tim F. Cootes)....Pages 398-412
 Compact Deep Aggregation for Set Retrieval  (Yujie Zhong, Relja Arandjelović, Andrew Zisserman)....Pages 413-430
 Adversarial Network Compression  (Vasileios Belagiannis, Azade Farshad, Fabio Galasso)....Pages 431-449
 Target Aware Network Adaptation for Efficient Representation Learning  (Yang Zhong, Vladimir Li, Ryuzo Okada, Atsuto Maki)....Pages 450-467
 Learning CCA Representations for Misaligned Data  (Hichem Sahbi)....Pages 468-485
 Learning Relationship-Aware Visual Features  (Nicola Messina, Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro)....Pages 486-501
 DNN Feature Map Compression Using Learned Representation over GF(2)  (Denis Gudovskiy, Alec Hodgkinson, Luca Rigazio)....Pages 502-516
 LBP-Motivated Colour Texture Classification  (Raquel Bello-Cerezo, Paul Fieguth, Francesco Bianconi)....Pages 517-533
 Discriminative Feature Selection by Optimal Manifold Search for Neoplastic Image Recognition  (Hayato Itoh, Yuichi Mori, Masashi Misawa, Masahiro Oda, Shin-Ei Kudo, Kensaku Mori)....Pages 534-549
 Fast, Visual and Interactive Semi-supervised Dimensionality Reduction  (Dimitris Spathis, Nikolaos Passalis, Anastasios Tefas)....Pages 550-563
 Efficient Texture Retrieval Using Multiscale Local Extrema Descriptors and Covariance Embedding  (Minh-Tan Pham)....Pages 564-579
 Extended Non-local Feature for Visual Saliency Detection in Low Contrast Images  (Xin Xu, Jie Wang)....Pages 580-592
 Incomplete Multi-view Clustering via Graph Regularized Matrix Factorization  (Jie Wen, Zheng Zhang, Yong Xu, Zuofeng Zhong)....Pages 593-608
 GA-Based Filter Selection for Representation in Convolutional Neural Networks  (Junbong Kim, Minki Lee, Jongeun Choi, Kisung Seo)....Pages 609-618
 Active Descriptor Learning for Feature Matching  (Aziz Koçanaoğulları, Esra Ataer-Cansızoğlu)....Pages 619-630
 A Joint Generative Model for Zero-Shot Learning  (Rui Gao, Xingsong Hou, Jie Qin, Li Liu, Fan Zhu, Zhao Zhang)....Pages 631-646
Front Matter ....Pages 647-648
 WiCV at ECCV2018: The Fifth Women in Computer Vision Workshop  (Zeynep Akata, Dena Bazazian, Yana Hasson, Angjoo Kanazawa, Hildegard Kuehne, Gül Varol)....Pages 649-653
 Gait Energy Image Reconstruction from Degraded Gait Cycle Using Deep Learning  (Maryam Babaee, Linwei Li, Gerhard Rigoll)....Pages 654-658
 Hierarchical Video Understanding  (Farzaneh Mahdisoltani, Roland Memisevic, David Fleet)....Pages 659-663
 Fine-Grained Vehicle Classification with Unsupervised Parts Co-occurrence Learning  (Sara Elkerdawy, Nilanjan Ray, Hong Zhang)....Pages 664-670
 Multiple Wavelet Pooling for CNNs  (Aina Ferrà, Eduardo Aguilar, Petia Radeva)....Pages 671-675
 Automated Facial Wrinkles Annotator  (Moi Hoon Yap, Jhan Alarifi, Choon-Ching Ng, Nazre Batool, Kevin Walker)....Pages 676-680
 Deep Learning of Appearance Models for Online Object Tracking  (Mengyao Zhai, Lei Chen, Greg Mori, Mehrsan Javan Roshtkhari)....Pages 681-686
 Towards Cycle-Consistent Models for Text and Image Retrieval  (Marcella Cornia, Lorenzo Baraldi, Hamed R. Tavakoli, Rita Cucchiara)....Pages 687-691
 From Attribute-Labels to Faces: Face Generation Using a Conditional Generative Adversarial Network  (Yaohui Wang, Antitza Dantcheva, Francois Bremond)....Pages 692-698
 Optimizing Body Region Classification with Deep Convolutional Activation Features  (Obioma Pelka, Felix Nensa, Christoph M. Friedrich)....Pages 699-704
 Efficient Interactive Multi-object Segmentation in Medical Images  (Leissi Margarita Castañeda Leon, Paulo André Vechiatto de Miranda)....Pages 705-710
 Cross-modal Embeddings for Video and Audio Retrieval  (Didac Surís, Amanda Duarte, Amaia Salvador, Jordi Torres, Xavier Giró-i-Nieto)....Pages 711-716
 Understanding Center Loss Based Network for Image Retrieval with Few Training Data  (Pallabi Ghosh, Larry S. Davis)....Pages 717-722
 End-to-End Trained CNN Encoder-Decoder Networks for Image Steganography  (Atique ur Rehman, Rafia Rahim, Shahroz Nadeem, Sibt ul Hussain)....Pages 723-729
 Cancelable Knuckle Template Generation Based on LBP-CNN  (Avantika Singh, Shreya Hasmukh Patel, Aditya Nigam)....Pages 730-733
 A 2.5D Deep Learning-Based Approach for Prostate Cancer Detection on T2-Weighted Magnetic Resonance Imaging  (Ruba Alkadi, Ayman El-Baz, Fatma Taher, Naoufel Werghi)....Pages 734-739
 GreenWarps: A Two-Stage Warping Model for Stitching Images Using Diffeomorphic Meshes and Green Coordinates  (Geethu Miriam Jacob, Sukhendu Das)....Pages 740-744
Back Matter ....Pages 745-747