Specific Object Recognition in ECCV'12 and BMVC'12

ECCV'12から特定物体認識に関する論文をピックアップ。

  • Efficient Discriminative Projections for Compact Binary Descriptors
  • Descriptor Learning Revisited
  • Reconstructing the World's Museums
  • Joint Image and Word Sense Discrimination For Image Retrieval
  • Supervised Earth Mover's Distance Learning and Its Computer Vision Applications
  • Match Graph Construction for Large Image Databases
  • MatchMiner: Efficient Spanning Structure Mining in Large Image Collections
  • Approximate Gaussian Mixtures for Large Scale Vocabularies
  • Size Matters: Exhaustive Geometric Verification for Image Retrieval
  • Improving Image-Based Localization by Active Correspondence Search
  • Comparative Evaluation of Binary Features
  • Negative evidences and co-occurences in image retrieval: the benefit of PCA and whitening
  • Mobile Product Image Search by Automatic Query Object Extraction
  • TreeCANN - k-d tree Coherence Approximate Nearest Neighbor algorithm
  • Jet-Based Local Image Descriptors
  • WaSH: Weighted alpha-Shapes for Local Feature Detection
  • A Novel Material-aware Feature Descriptor for Volumetric Image Registration in Diffusion Tensor Space
  • Sequential Spectral Learning to Hash with Multiple Representations
  • A Convolutional Treelets Binary Feature Approach to Fast Keypoint Recognition
  • KAZE Features
  • Predictable and Discriminative Binary Codes

BMVC'12から特定物体認識に関する論文をピックアップ。

  • Virtual Line Descriptor and Semi-Local Graph Matching Method for Reliable Feature Correspondence
  • Learning Edge-Specific Kernel Functions For Pairwise Graph Matching
  • Recognizing activities with cluster-trees of tracklets
  • Corner Matching Refinement for Monocular Pose Estimation
  • Curvature Based Robust Descriptors
  • Image Retrieval for Image-Based Localization Revisited
  • Improved Geometric Verification for Large Scale Landmark Image Collections
  • Object Matching Using Boundary Descriptors
  • Multiple queries for large scale specific object retrieval
  • Fixing the Locally Optimized RANSAC
  • Context Aware Keypoint Extraction for Robust Image Representation
  • Finding Groups of Duplicate Images In Very Large Dataset
  • Deformable 3D Reconstruction with an Object Database

Specific Object Recognition in CVPR'12

諸事情によりCVPR'12の論文リストから特定物体認識に関する論文をピックアップしてみた。関係無さそうだけど微妙なタイトルのものも論文を軽く確認したので、recall高め、precision低め。そのうち一言レビュー予定(未定)。一般物体認識や3Dモデル検索等は含めていないのでそんなに数は多くないですね。

  • Supervised Hashing with Kernels
  • Progressive Graph Matching: Making a Move of Graphs via Probabilistic Voting
  • Learning Rotation-Aware Features: From Invariant Priors to Equivariant Descriptors
  • Query Sensitive Binary Code Ranking
  • A-Optimal Non-negative Projection for Image Representation
  • Three things everyone should know to improve object retrieval
  • Towards Compact Topical Descriptors
  • D-Nets: Beyond Patch-Based Image Descriptors
  • Weak Attributes for Large-Scale Image Retrieval
  • Spherical Hashing
  • WhittleSearch: Image Search with Relative Attribute Feedback
  • Mobile Product Search with Bag of Hash Bits and Boundary Reranking
  • Object retrieval and localization with spatially-constrained similarity measure and k-NN re-ranking
  • Scale Resilient, Rotation Invariant Articulated Object Matching
  • Scalable $k$-NN graph construction for visual descriptors
  • Real-time Image-based 6-DOF Localization in Large-Scale Environments
  • Image Description with a Goal: Building Efficient Discriminating Expressions for Images
  • A Fast Nearest Neighbor Search Algorithm
  • 3D Visual Phrases for Landmark Recognition
  • Inverted Multi-Index
  • Fast Computation of min-Hash signatures for Image Collectionss
  • FREAK: Fast Retina Keypoint
  • Image Matching using Local Symmetry Features
  • Randomized Spatial Context for Object Search
  • Iterative Nearest Neighbors for Classification and Dimensionality Reduction
  • Fast Search in Hamming Space with Multi-Index Hashing

CV・CG・画像処理系の国際会議・ジャーナルのランキング

id:ny23さんの情報系の国際会議・ジャーナルのランキング - ny23の日記パクリCV・CG・画像処理系バージョン

  • 5 SIGGRAPH Annual Conference on Computer Graphics
  • 24 WWW International World Wide Web Conference
  • 34 TOG ACM Transactions on Graphics
  • 41 PAMI IEEE Transactions on Pattern Analysis and Machine Intelligence
  • 50 SIGIR Research and Development in Information Retrieval
  • 61 CVPR Computer Vision and Pattern Recognition
  • 64 ICCV International Conference on Computer Vision
  • 80 ECCV European Conference on Computer Vision
  • 84 IJCV International Journal of Computer Vision
  • 148 CIVR ACM International Conference on Image and Video Retrieval
  • 151 TMM IEEE Transactions on Multimedia
  • 154 MM ACM Multimedia
  • 203 CVIU Computer Vision and Image Understanding
  • 242 ISMAR International Symposium on Mixed and Augmented Reality
  • 268 PRL Pattern Recognition Letters
  • 291 TIP IEEE Transactions on Image Processing
  • 412 ICIP International Conference on Image Processing
  • 434 WACV Workshop on Applications of Computer Vision
  • 468 TCSVT IEEE Transactions on Circuits and Systems for Video Technology
  • 847 ICPR International Conference on Pattern Recognition
  • 916 ICME International Conference on Multimedia & Expo
  • 1353 MIR ACM SIGMM International Workshop on Multimedia Information Retrieval

WWWとSIGIRは微妙に分野外。
載っていなかった重要な会議としては、BMVC・ACCV・ICASSP、ランク外ということはないと思うけど。
CIVRとMIRは合体して今年からICMRとなっているが、新しいので載っていない。
漏れがあればコメントください。

(関連学会追記)
VCIP, PSIVT, Eurographics, Asiagraph, MMM (Multimedia Modeling), CBMI (Content-Based Multimedia Indexing)

Boostライブラリビルドオプション

Boostビルド時のオプションを真面目に設定してみたメモ。

bjam.exe --toolset=msvc-8.0 address-model=64 --prefix=C:/boost/x64 link=static
runtime-link=static threading=multi release debug install

環境はWindows 7 64bit、VC2005。

install(ライブラリビルド+includeフォルダコピー)のときは --prefix=***
stage(ライブラリビルドのみ)のときは --stagedir=***

WMF2EPS for Windows 7 64 bit

論文の図は、PPT→WMF→EPSと作成しているのだけれども、Windows 7 64bitだと付属のPSプリンタが対応していない。
オフィシャルページにWindows 7 64bit用のinfファイルがあるのでそちらをインストール。
その後、PSプリンタを右クリック→レイアウト→詳細設定→PostScriptオプション→PostScript出力オプションをEPSにする。

Windows 7 64bit + EmEditor + M's TeX Helper 2

EmEditorの公式HPのプラグインリストには64bit用のM's TeX Helper 2プラグインはないが、
作者様のHPには64bit用プラグインがあるのでインストール。
PDF表示するプログラム等の変更を行う際だけ管理者権限で起動。