9. Workshop一覧
Human Gait and Action Analysis in the Wild: Challenges and Applications
2nd International Workshop on Big Data in 3D Computer Vision
Deep Learning on Visual Data
Workshop on Scene Understanding for Autonomous Systems (SUAS)
RoLoD: Robust Local Descriptors for Computer Vision
Emerging Topics In Image Restoration and Enhancement
1st International Workshop on Robust Reading
2nd Workshop on User-Centred Computer Vision (UCCV 2014)
International Workshop on Video Segmentation in Computer Vision
My Car Has Eyes - Intelligent Vehicles with Vision Technology
Feature and Similarity Learning for Computer Vision
3rd ACCV Workshop on e-Heritage
3rd International Workshop on Intelligent Mobile and Egocentric Vision
Computer Vision for Affective Computing (CV4AC)
Workshop on Human Identification for Surveillance (HIS)
10. Tutorial一覧
Tutorial on Color Transfer
Ferradans and Bertalm
Advanced Sparse Representation Models for Image
and Video Analysis
Gao, Jia, Zhang, and Dong
Tutorial on Riemannian Geometry in Computer Vision
Porikli, Harandi, Sanderson
Essence of Geometric Algebra
Kanatani
Metric Learning for Visual Recognition
Lu, Wang, Deng
Mining Image and Video Data
Yuan and Wu
12. セッション一覧
Oral
Oral 1: Recognition
Oral 2: 3D Vision
Oral 3: Low-level Vision and Features
Oral 4: Segmentation
Oral 5: Face and Gesture, Tracking
Oral 6: Stereo, Physics, Video & Events
Poster
Poster 1: Recognition, 3D Vision, Performance
Poster 2: Face and Gesture, Low-level Vision,
Statistical Methods, Medical
Poster 3: Video & Activities,
Motion and Tracking, Vision for X
15. Keynote Speakers
Stéphane Mallat (École Normale Supérieure)
Deep Convolution Networks as Geometric
Image Representations
Minoru Etoh (NTT Docomo)
How Changing Mobile and Media
Technologies is Changing The Way We
Create Innovations
Dieter Fox (University of Washington)
RGB-D Perception in Robotics
16. Deep Convolution Networks
as Geometric Image Representations
従来:画像のGeometryを考慮
形状,テクスチャ,モーション
Deep Learningでは使っていない?
なぜうまくいくのか?
マルチスケールのwavelet
既知のgeometry→DeepLearningは不要
未知のgeometry→DeepLearningが有効
未だに解明されていない
17. How Changing Mobile and Media Technologies is
Changing The Way We Create Innovations
イノベーション
既存の技術,近い将来の技術をうまくつなげる
例
Micro browser (1995)
2.5G internet (1998)
Content Provider Bazzar
API as Catalysts
https://dev.smt.docomo.ne.jp/
Mashape
i-mode (1999)
19. Best Paper Award
Saburo Tsuji Best Paper Award
Sang Uk Lee Best Student Paper
Award (Sponsored by NVIDIA)
Songde Ma Best Application Paper
Award (Sponsored by NICTA)
20. Best Paper Award Winners
A Message Passing Algorithm for MRF
inference with Unknown Graphs and Its
Applications
Zhenhua Wang (University of Adelaide),
Zhiyi Zhang (Northwest A&F University),
Geng Nan (Northwest A&F University)
Honorable Mention
Singly-Bordered Block-Diagonal Form for Minimal Problem
Solvers
Zuzana Kukelova (Czech Technical University, Microsoft Research
Cambridge),
Martin Bujnak (Capturing Reality),
Jan Heller (Czech Technical University),
Tomas Pajdla (Czech Technical University)
21. A Message Passing Algorithm for MRF inference with
Unknown Graphs and Its Applications
未知グラフのMarkov Random Field
Graph構造とラベルを同時推定
LPで解かれる
小規模グラフであっても計算量がネック
提案
Mixed-integer bilinear programmingに基づく
message passing法
幾つかの変数が整数に制限
目的関数と制約がBilinear関数
実験
画像のセグメンテーション
人物の行動認識
22. Best Student Paper Award Winners
Separation of Reflection Components by
Sparse Non-negative Matrix
Factorization
Yasuhiro Akashi (Tohoku University),
Takayuki Okatani (Tohoku University)
Honorable Mention
On Multiple Image Group Cosegmentation
岡谷研M1!
Fanman Meng
(University of Electronic Science and Technology of China),
Jianfei Cai (Nanyang Technological University),
Hongliang Li (University of Electronic Science and
Technology of China)
24. Best Application Paper Award Winners
Stereo Fusion using a Refractive
Medium on a Binocular Base
Seung-Hwan Baek (KAIST),
Min H. Kim (KAIST)
Honorable Mention
Massive City-scale Surface Condition
Analysis using Ground and Aerial Imagery
Ken Sakurada (Tohoku University),
Takayuki Okatani (Tohoku Univervisty),
Kris Kitani (Carnegie Mellon University)