13.3.3.1 Spatial Information and Features

Chapter Contents (Back)
Spatial Descriptions. Feature descriptions plus spatial information.

Xie, Z.[Zhao], Gao, J.[Jun], Wu, X.D.[Xin-Dong],
Regional category parsing in undirected graphical models,
PRL(30), No. 14, 15 October 2009, pp. 1264-1272.
Elsevier DOI 0909
Spatial relations between patches. Regional categorization; Undirected graphical model; Pseudo-likelihood; Probability inference; Parameter estimation; ROC curve BibRef

Yang, F.L.[Feng-Lei], Li, B.M.[Bao-Min],
Unsupervised learning of spatial structures shared among images,
VC(27), No. 2, February 2011, pp. 175-180.
WWW Link. 1203
BibRef

Mobasseri, B.G.[Bijan G.], Krishnamurthy, P.[Preethi],
Spatio-temporal object relationships in image sequences using adjacency matrices,
SIViP(6), No. 2, June 2012, pp. 247-258.
WWW Link. 1205
BibRef

de Souza Gazolli, K.A.[Kelly Assis], Teatini Salles, E.O.[Evandro Ottoni],
Exploring neighborhood and spatial information for improving scene classification,
PRL(46), No. 1, 2014, pp. 83-88.
Elsevier DOI 1407
Image descriptor BibRef

Çeliktutan, O.[Oya], Wolf, C.[Christian], Sankur, B.[Bülent], Lombardi, E.[Eric],
Fast Exact Hyper-graph Matching with Dynamic Programming for Spatio-temporal Data,
JMIV(51), No. 1, January 2015, pp. 1-21.
Springer DOI 1503
BibRef

Dammak, M.[Mouna], Mejdoub, M.[Mahmoud], Ben Amar, C.[Chokri],
Histogram of dense subgraphs for image representation,
IET-IPR(9), No. 3, 2015, pp. 184-191.
DOI Link 1504
Model spatial info. feature extraction BibRef

Lee, C.S.[Chan-Su], Elgammal, A.E.[Ahmed E.], Torki, M.[Marwan],
Learning representations from multiple manifolds,
PR(50), No. 1, 2016, pp. 74-87.
Elsevier DOI 1512
BibRef
Earlier: A3, A2, A1:
Learning a Joint Manifold Representation from Multiple Data Sets,
ICPR10(1068-1071).
IEEE DOI 1008
Manifold learning BibRef

El-Gaaly, T.[Tarek], Torki, M.[Marwan], Elgammal, A.M.[Ahmed M.],
Spatial-Visual Label Propagation for Local Feature Classification,
ICPR14(3422-3427)
IEEE DOI 1412
Equations BibRef

Torki, M.[Marwan], Elgammal, A.M.[Ahmed M.],
Regression from local features for viewpoint and pose estimation,
ICCV11(2603-2610).
IEEE DOI 1201
BibRef
Earlier:
Putting local features on a manifold,
CVPR10(1743-1750).
IEEE DOI 1006
Capture both feature similarity and spatial arrangement. For learning. BibRef

Torki, M.[Marwan], Elgammal, A.M.[Ahmed M.],
One-shot multi-set non-rigid feature-spatial matching,
CVPR10(3058-3065).
IEEE DOI 1006
BibRef

Chakraborty, I.[Ishani], Elgammal, A.M.[Ahmed M.],
Object Localization by Propagating Connectivity via Superfeatures,
ICPR10(3069-3072).
IEEE DOI 1008
BibRef
Earlier:
Object localization using affine invariant substructure constraints,
ICPR08(1-5).
IEEE DOI 0812
BibRef

Zhong, Y.F.[Yan-Fei], Wu, S.[Siqi], Zhao, B.[Bei],
Scene Semantic Understanding Based on the Spatial Context Relations of Multiple Objects,
RS(9), No. 10, 2017, pp. xx-yy.
DOI Link 1711
BibRef


Zhang, H.W.[Han-Wang], Kyaw, Z.L.[Zaw-Lin], Yu, J., Chang, S.F.[Shih-Fu],
PPR-FCN: Weakly Supervised Visual Relation Detection via Parallel Pairwise R-FCN,
ICCV17(4243-4251)
IEEE DOI 1802
computational complexity, computer vision, convolution, feature selection, image classification, Visualization BibRef

Zhang, H.W.[Han-Wang], Kyaw, Z.L.[Zaw-Lin], Chang, S.F.[Shih-Fu], Chua, T.S.[Tat-Seng],
Visual Translation Embedding Network for Visual Relation Detection,
CVPR17(3107-3115)
IEEE DOI 1711
Computational modeling, Feature extraction, Knowledge based systems, Knowledge transfer, Object detection, Visualization BibRef

Dai, B., Zhang, Y., Lin, D.,
Detecting Visual Relationships with Deep Relational Networks,
CVPR17(3298-3308)
IEEE DOI 1711
Detectors, Feature extraction, Genomics, Machine learning, Visualization BibRef

Zou, Z.J.[Zi-Jun], Koga, H.[Hisashi],
Spatially Aware Enhancement of BoVW-Based Image Retrieval Exploiting a Saliency Map,
CAIP15(II:73-84).
Springer DOI 1511
BibRef

Ionescu, R.T.[Radu Tudor], Popescu, M.[Marius],
Have a SNAK. Encoding Spatial Information with the Spatial Non-alignment Kernel,
CIAP15(I:97-108).
Springer DOI 1511
Embed spatial information in a kernel. BibRef

Zhang, L.M.[Lu-Ming], Song, M.L.[Ming-Li], Sun, L.[Li], Liu, X.[Xiao], Wang, Y.T.[Yin-Ting], Tao, D.C.[Da-Cheng], Bu, J.J.[Jia-Jun], Chen, C.[Chun],
Spatial graphlet matching kernel for recognizing aerial image categories,
ICPR12(2813-2816).
WWW Link. 1302
BibRef

Zhu, J.[Jun], Wu, T.F.[Tian-Fu], Zhu, S.C.[Song-Chun], Yang, X.K.[Xiao-Kang], Zhang, W.J.[Wen-Jun],
A Reconfigurable Tangram Model for Scene Representation and Categorization,
IP(25), No. 1, January 2016, pp. 150-166.
IEEE DOI 1601
BibRef
Earlier:
Learning reconfigurable scene representation by tangram model,
WACV12(449-456).
IEEE DOI 1203
Clustering algorithms. spatial configuration and appearance model. Compositional shape dictionary, with elements (tans) based on task. BibRef

Morales-González, A.[Annette], García-Reyes, E.[Edel],
Assessing the Role of Spatial Relations for the Object Recognition Task,
CIARP10(549-556).
Springer DOI 1011
Use Spatial relations. BibRef

Zheng, Y.B.[Ying-Bin], Lu, H.[Hong], Jin, C.[Cheng], Xue, X.Y.[Xiang-Yang],
Incorporating Spatial Correlogram into Bag-of-Features Model for Scene Categorization,
ACCV09(I: 333-342).
Springer DOI 0909
Add spatial information. Bag of features, histogram of features in image. Add: distance distribution of pairwise interest regions. BibRef

Zhang, Z.M.[Zi-Ming], Li, Z.N.[Ze-Nian], Drew, M.S.[Mark S.],
Feature correspondence with constrained global spatial structures,
ICIP09(177-180).
IEEE DOI 0911
BibRef

Tauber, Z.[Zinovi], Li, Z.N.[Ze-Nian], Drew, M.S.[Mark S.],
Spatial Topology Graphs for Feature-Minimal Correspondence,
CRV07(432-439).
IEEE DOI 0705
BibRef

Marszaek, M.[Marcin], Schmid, C.[Cordelia],
Spatial Weighting for Bag-of-Features,
CVPR06(II: 2118-2125).
IEEE DOI 0606
Image is an orderless collection of features. BibRef

Lazebnik, S.[Svetlana], Schmid, C.[Cordelia], Ponce, J.[Jean],
Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories,
CVPR06(II: 2169-2178).
IEEE DOI
PDF File. 0606
Award, Longuet-Higgins. (after 10 years). For data: See also University of Illinois Datasets. BibRef

Han, D.I.[Dong-Il], You, B.J.[Bum-Jae], Kim, Y.S.[Yong Se], Suh, I.H.[Il Hong],
A Generic Shape Matching with Anchoring of Knowledge Primitives of Object Ontology,
ICIAR05(473-480).
Springer DOI 0509
Assemblies of functional features and spatial relations. BibRef

Chapter on Matching and Recognition Using Volumes, High Level Vision Techniques, Invariants continues in
Graph Matching, Neural Networks, Hopfield Networks .


Last update:Mar 2, 2019 at 12:07:42