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Über dieses Buch

The three-volume set, consisting of LNCS 9008, 9009, and 9010, contains carefully reviewed and selected papers presented at 15 workshops held in conjunction with the 12th Asian Conference on Computer Vision, ACCV 2014, in Singapore, in November 2014. The 153 full papers presented were selected from numerous submissions. LNCS 9008 contains the papers selected for the Workshop on Human Gait and Action Analysis in the Wild, the Second International Workshop on Big Data in 3D Computer Vision, the Workshop on Deep Learning on Visual Data, the Workshop on Scene Understanding for Autonomous Systems and the Workshop on Robust Local Descriptors for Computer Vision. LNCS 9009 contains the papers selected for the Workshop on Emerging Topics on Image Restoration and Enhancement, the First International Workshop on Robust Reading, the Second Workshop on User-Centred Computer Vision, the International Workshop on Video Segmentation in Computer Vision, the Workshop: My Car Has Eyes: Intelligent Vehicle with Vision Technology, the Third Workshop on E-Heritage and the Workshop on Computer Vision for Affective Computing. LNCS 9010 contains the papers selected for the Workshop on Feature and Similarity for Computer Vision, the Third International Workshop on Intelligent Mobile and Egocentric Vision and the Workshop on Human Identification for Surveillance.

Inhaltsverzeichnis

Frontmatter

Human Gait and Action Analysis in the Wild: Challenges and Applications

Frontmatter

2015 | OriginalPaper | Buchkapitel

A New Gait-Based Identification Method Using Local Gauss Maps

Hazem El-Alfy, Ikuhisa Mitsugami, Yasushi Yagi

2015 | OriginalPaper | Buchkapitel

Hand Detection and Tracking in Videos for Fine-Grained Action Recognition

Nga H. Do, Keiji Yanai

2015 | OriginalPaper | Buchkapitel

Enhancing Person Re-identification by Integrating Gait Biometric

Zheng Liu, Zhaoxiang Zhang, Qiang Wu, Yunhong Wang

2015 | OriginalPaper | Buchkapitel

Real Time Gait Recognition System Based on Kinect Skeleton Feature

Shuming Jiang, Yufei Wang, Yuanyuan Zhang, Jiande Sun

2015 | OriginalPaper | Buchkapitel

2-D Structure-Based Gait Recognition in Video Using Incremental GMM-HMM

Rui Pu, Yunhong Wang

2015 | OriginalPaper | Buchkapitel

Unsupervised Temporal Ensemble Alignment for Rapid Annotation

Ashton Fagg, Sridha Sridharan, Simon Lucey

2015 | OriginalPaper | Buchkapitel

Motion Boundary Trajectory for Human Action Recognition

Sio-Long Lo, Ah-Chung Tsoi

2015 | OriginalPaper | Buchkapitel

Action Recognition Using Hybrid Feature Descriptor and VLAD Video Encoding

Dong Xing, Xianzhong Wang, Hongtao Lu

2015 | OriginalPaper | Buchkapitel

Human Action Recognition Based on Oriented Motion Salient Regions

Baoxin Wu, Shuang Yang, Chunfeng Yuan, Weiming Hu, Fangshi Wang

2015 | OriginalPaper | Buchkapitel

3D Activity Recognition Using Motion History and Binary Shape Templates

Saumya Jetley, Fabio Cuzzolin

2015 | OriginalPaper | Buchkapitel

Gait Recognition Based Online Person Identification in a Camera Network

Ayesha Choudhary, Santanu Chaudhury

2015 | OriginalPaper | Buchkapitel

Gesture Recognition Performance Score: A New Metric to Evaluate Gesture Recognition Systems

Pramod Kumar Pisharady, Martin Saerbeck

Second International Workshop on Big Data in 3D Computer Vision

Frontmatter

2015 | OriginalPaper | Buchkapitel

Object Recognition in 3D Point Cloud of Urban Street Scene

Pouria Babahajiani, Lixin Fan, Moncef Gabbouj

2015 | OriginalPaper | Buchkapitel

Completed Dense Scene Flow in RGB-D Space

Yucheng Wang, Jian Zhang, Zicheng Liu, Qiang Wu, Philip Chou, Zhengyou Zhang, Yunde Jia

2015 | OriginalPaper | Buchkapitel

Online Learning of Binary Feature Indexing for Real-Time SLAM Relocalization

Youji Feng, Yihong Wu, Lixin Fan

2015 | OriginalPaper | Buchkapitel

Depth-Based Real-Time Hand Tracking with Occlusion Handling Using Kalman Filter and DAM-Shift

Kisang Kim, Hyung-Il Choi

2015 | OriginalPaper | Buchkapitel

Evaluation of Depth-Based Super Resolution on Compressed Mixed Resolution 3D Video

Michal Joachimiak, Payman Aflaki, Miska M. Hannuksela, Moncef Gabbouj

2015 | OriginalPaper | Buchkapitel

Global Volumetric Image Registration Using Local Linear Property of Image Manifold

Hayato Itoh, Atsushi Imiya, Tomoya Sakai

2015 | OriginalPaper | Buchkapitel

A Comparative Study of GPU-Accelerated Multi-view Sequential Reconstruction Triangulation Methods for Large-Scale Scenes

Jason Mak, Mauricio Hess-Flores, Shawn Recker, John D. Owens, Kenneth I. Joy

2015 | OriginalPaper | Buchkapitel

Indoor Objects and Outdoor Urban Scenes Recognition by 3D Visual Primitives

Junsheng Fu, Joni-Kristian Kämäräinen, Anders Glent Buch, Norbert Krüger

2015 | OriginalPaper | Buchkapitel

3D Reconstruction of Planar Surface Patches: A Direct Solution

Jozsef Molnar, Rui Huang, Zoltan Kato

Deep Learning on Visual Data

Frontmatter

2015 | OriginalPaper | Buchkapitel

Hybrid CNN-HMM Model for Street View House Number Recognition

Qiang Guo, Dan Tu, Jun Lei, Guohui Li

2015 | OriginalPaper | Buchkapitel

View and Illumination Invariant Object Classification Based on 3D Color Histogram Using Convolutional Neural Networks

Earnest Paul Ijjina, C. Krishna Mohan

2015 | OriginalPaper | Buchkapitel

Human Action Recognition Using Action Bank Features and Convolutional Neural Networks

Earnest Paul Ijjina, C. Krishna Mohan

2015 | OriginalPaper | Buchkapitel

Deep Learning in the EEG Diagnosis of Alzheimer’s Disease

Yilu Zhao, Lianghua He

2015 | OriginalPaper | Buchkapitel

Pedestrian Detection with Deep Convolutional Neural Network

Xiaogang Chen, Pengxu Wei, Wei Ke, Qixiang Ye, Jianbin Jiao

Workshop on Scene Understanding for Autonomous Systems

Frontmatter

2015 | OriginalPaper | Buchkapitel

Surface Prediction for a Single Image of Urban Scenes

Foat Akhmadeev

2015 | OriginalPaper | Buchkapitel

Scene Parsing and Fusion-Based Continuous Traversable Region Formation

Xuhong Xiao, Gee Wah Ng, Yuan Sin Tan, Yeo Ye Chuan

2015 | OriginalPaper | Buchkapitel

Combining Multiple Shape Matching Techniques with Application to Place Recognition Task

Karel Košnar, Vojtěch Vonásek, Miroslav Kulich, Libor Přeučil

2015 | OriginalPaper | Buchkapitel

A Model-Based Approach for Fast Vehicle Detection in Continuously Streamed Urban LIDAR Point Clouds

Attila Börcs, Balázs Nagy, Milán Baticz, Csaba Benedek

2015 | OriginalPaper | Buchkapitel

Large-Scale Indoor/Outdoor Image Classification via Expert Decision Fusion (EDF)

Chen Chen, Yuzhuo Ren, C.-C. Jay Kuo

2015 | OriginalPaper | Buchkapitel

Search Guided Saliency

Shijian Lu, Byung-Uck Kim, Nicolas Lomenie, Joo-Hwee Lim, Jianfei Cai

2015 | OriginalPaper | Buchkapitel

Salient Object Detection via Saliency Spread

Dao Xiang, Zilei Wang

2015 | OriginalPaper | Buchkapitel

Biologically Inspired Composite Vision System for Multiple Depth-of-field Vehicle Tracking and Speed Detection

Lin Lin, Bharath Ramesh, Cheng Xiang

2015 | OriginalPaper | Buchkapitel

Robust Maximum Margin Correlation Tracking

Han Wang, Yancheng Bai, Ming Tang

2015 | OriginalPaper | Buchkapitel

Scene Classification by Feature Co-occurrence Matrix

Haitao Lang, Yuyang Xi, Jianying Hu, Liang Du, Haibin Ling

RoLoD: Robust Local Descriptors for Computer Vision

Frontmatter

2015 | OriginalPaper | Buchkapitel

Local Associated Features for Pedestrian Detection

Song Shao, Hong Liu, Xiangdong Wang, Yueliang Qian

2015 | OriginalPaper | Buchkapitel

Incorporating Two First Order Moments into LBP-Based Operator for Texture Categorization

Thanh Phuong Nguyen, Antoine Manzanera

2015 | OriginalPaper | Buchkapitel

Log-Gabor Weber Descriptor for Face Recognition

Jing Li, Nong Sang, Changxin Gao

2015 | OriginalPaper | Buchkapitel

Robust Line Matching Based on Ray-Point-Ray Structure Descriptor

Kai Li, Jian Yao, Xiaohu Lu

2015 | OriginalPaper | Buchkapitel

Local-to-Global Signature Descriptor for 3D Object Recognition

Isma Hadji, Guilherme N. DeSouza

2015 | OriginalPaper | Buchkapitel

Evaluation of Descriptors and Distance Measures on Benchmarks and First-Person-View Videos for Face Identification

Bappaditya Mandal, Wang Zhikai, Liyuan Li, Ashraf A. Kassim

2015 | OriginalPaper | Buchkapitel

Local Feature Based Multiple Object Instance Identification Using Scale and Rotation Invariant Implicit Shape Model

Ruihan Bao, Kyota Higa, Kota Iwamoto

2015 | OriginalPaper | Buchkapitel

Efficient Detection for Spatially Local Coding

Sancho McCann, David G. Lowe

2015 | OriginalPaper | Buchkapitel

Performance Evaluation of Local Descriptors for Affine Invariant Region Detector

Man Hee Lee, In Kyu Park

2015 | OriginalPaper | Buchkapitel

Unsupervised Footwear Impression Analysis and Retrieval from Crime Scene Data

Adam Kortylewski, Thomas Albrecht, Thomas Vetter

2015 | OriginalPaper | Buchkapitel

Reliable Point Correspondences in Scenes Dominated by Highly Reflective and Largely Homogeneous Surfaces

Srimal Jayawardena, Stephen Gould, Hongdong Li, Marcus Hutter, Richard Hartley

2015 | OriginalPaper | Buchkapitel

ORB in 5 ms: An Efficient SIMD Friendly Implementation

Prashanth Viswanath, Pramod Swami, Kumar Desappan, Anshu Jain, Anoop Pathayapurakkal

2015 | OriginalPaper | Buchkapitel

Hierarchical Local Binary Pattern for Branch Retinal Vein Occlusion Recognition

Zenghai Chen, Hui Zhang, Zheru Chi, Hong Fu

2015 | OriginalPaper | Buchkapitel

Extended Keypoint Description and the Corresponding Improvements in Image Retrieval

Andrzej Śluzek

2015 | OriginalPaper | Buchkapitel

An Efficient Face Recognition Scheme Using Local Zernike Moments (LZM) Patterns

Emrah Basaran, Muhittin Gokmen

2015 | OriginalPaper | Buchkapitel

Face Detection Based on Multi-block Quad Binary Pattern

Zhubei Ge, Canhui Cai, Huanqiang Zeng, Jianqing Zhu, Kai-Kuang Ma

Backmatter

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