Spyromitros-Xioufis, E.,
Papadopoulos, S.,
Kompatsiaris, I.Y.,
Tsoumakas, G.,
Vlahavas, I.,
A Comprehensive Study Over VLAD and Product Quantization in
Large-Scale Image Retrieval,
MultMed(16), No. 6, October 2014, pp. 1713-1728.
IEEE DOI
1410
content-based retrieval
BibRef
Duan, L.Y.[Ling-Yu],
Lin, J.[Jie],
Wang, Z.[Zhe],
Huang, T.J.[Tie-Jun],
Gao, W.[Wen],
Weighted Component Hashing of Binary Aggregated Descriptors for Fast
Visual Search,
MultMed(17), No. 6, June 2015, pp. 828-842.
IEEE DOI
1506
Accuracy
BibRef
Wang, Y.[Yitong],
Duan, L.Y.[Ling-Yu],
Lin, J.[Jie],
Wang, Z.[Zhe],
Huang, T.J.[Tie-Jun],
Hierarchical multi-VLAD for image retrieval,
ICIP15(4629-4633)
IEEE DOI
1512
Hierarchical Quantization; Image Retrieval; Multi-VLAD
BibRef
Wang, Z.[Zhe],
Duan, L.Y.[Ling-Yu],
Lin, J.[Jie],
Huang, T.J.[Tie-Jun],
Gao, W.[Wen],
Bober, M.[Miroslaw],
Component hashing of variable-length binary aggregated descriptors
for fast image search,
ICIP14(2217-2221)
IEEE DOI
1502
Accuracy
BibRef
Kim, T.E.[Tak-Eun],
Kim, M.H.[Myoung Ho],
Improving the search accuracy of the VLAD through weighted
aggregation of local descriptors,
JVCIR(31), No. 1, 2015, pp. 237-252.
Elsevier DOI
1508
vector of locally aggregated descriptors.
Compact image descriptor
BibRef
Liu, Z.,
Li, H.Q.[Hou-Qiang],
Zhou, W.G.[Wen-Gang],
Rui, T.,
Tian, Q.[Qi],
Making Residual Vector Distribution Uniform for Distinctive Image
Representation,
CirSysVideo(26), No. 2, February 2016, pp. 375-384.
IEEE DOI
1602
Vector of Locally Aggregated Descriptors (VLADs).
Accuracy
BibRef
Tolias, G.[Giorgos],
Avrithis, Y.S.[Yannis S.],
Jégou, H.[Hervé],
Image Search with Selective Match Kernels:
Aggregation Across Single and Multiple Images,
IJCV(116), No. 3, February 2016, pp. 247-261.
Springer DOI
1602
BibRef
And:
Erratum:
IJCV(116), No. 3, February 2016, pp. 262.
Springer DOI
1602
BibRef
Earlier:
To Aggregate or Not to aggregate:
Selective Match Kernels for Image Search,
ICCV13(1401-1408)
IEEE DOI
1403
Hamming Embedding; VLAD; descriptor aggregation; image retrieval
BibRef
Avrithis, Y.S.[Yannis S.],
Quantize and Conquer: A Dimensionality-Recursive Solution to
Clustering, Vector Quantization, and Image Retrieval,
ICCV13(3024-3031)
IEEE DOI
1403
clustering; image retrieval; nearest neighbor search; vector quantization
BibRef
Douze, M.[Matthijs],
Ramisa, A.[Arnau],
Schmid, C.[Cordelia],
Combining attributes and Fisher vectors for efficient image retrieval,
CVPR11(745-752).
IEEE DOI
1106
BibRef
Dong, L.,
Liang, Y.,
Kong, G.,
Zhang, Q.,
Cao, X.,
Izquierdo, E.[Ebroul],
Holons Visual Representation for Image Retrieval,
MultMed(18), No. 4, April 2016, pp. 714-725.
IEEE DOI
1604
Entension from VLAD features.
BibRef
Qi, S.Y.[Si-Yuan],
Luo, Y.P.[Yu-Pin],
VLAD re-ranking: Iteratively estimating the probability of relevance
with relationships between dataset images,
SP:IC(44), No. 1, 2016, pp. 1-11.
Elsevier DOI
1605
Object retrieval
BibRef
Zhao, W.L.,
Ngo, C.W.,
Wang, H.,
Fast Covariant VLAD for Image Search,
MultMed(18), No. 9, September 2016, pp. 1843-1854.
IEEE DOI
1609
image coding
BibRef
Chadha, A.[Aaron],
Andreopoulos, Y.[Yiannis],
Voronoi-Based Compact Image Descriptors: Efficient Region-of-Interest
Retrieval With VLAD and Deep-Learning-Based Descriptors,
MultMed(19), No. 7, July 2017, pp. 1596-1608.
IEEE DOI
1706
BibRef
Earlier:
Region-of-Interest Retrieval in Large Image Datasets with Voronoi VLAD,
CVS15(218-227).
Springer DOI
1507
Complexity theory, Encoding, Image coding, Image retrieval,
Proposals, Quantization (signal), Visualization,
Convolutional neural networks (CNN), Voronoi partitioning,
deep learning, vector of locally aggregated descriptors, visual, queries
BibRef
Xu, Y.,
Han, Y.,
Hong, R.,
Tian, Q.,
Sequential Video VLAD:
Training the Aggregation Locally and Temporally,
IP(27), No. 10, October 2018, pp. 4933-4944.
IEEE DOI
1808
feature extraction, feedforward neural nets,
image motion analysis, image representation, image sequences,
action recognition
BibRef
Liu, H.[Hao],
Zhao, Q.J.[Qing-Jie],
Mbelwa, J.T.[Jimmy T.],
Tang, S.[Song],
Zhang, J.W.[Jian-Wei],
Weighted two-step aggregated VLAD for image retrieval,
VC(35), No. 12, December 2018, pp. 1783-1795.
WWW Link.
1912
BibRef
Duta, I.C.,
Nguyen, T.A.,
Aizawa, K.,
Ionescu, B.,
Sebe, N.,
Boosting VLAD with double assignment using deep features for action
recognition in videos,
ICPR16(2210-2215)
IEEE DOI
1705
Encoding, Feature extraction, Nickel, Pipelines, Standards, Videos,
Visualization, Action Recognition, Deep Features,
Double Assignment VLAD (DA-VLAD), Video, Classification
BibRef
Tan, Z.,
Wang, W.,
Jiang, Y.,
Wang, R.,
A simple but efficient way to combine VLAD with locality-constrained
linear coding,
VCIP16(1-4)
IEEE DOI
1701
Dictionaries
BibRef
Harandi, M.T.[Mehrtash T.],
Salzmann, M.,
Porikli, F.M.,
When VLAD Met Hilbert,
CVPR16(5185-5194)
IEEE DOI
1612
BibRef
Faraki, M.[Masoud],
Harandi, M.T.[Mehrtash T.],
Porikli, F.M.[Fatih M.],
More about VLAD: A leap from Euclidean to Riemannian manifolds,
CVPR15(4951-4960)
IEEE DOI
1510
BibRef
Trichet, R.[Remi],
O'Connor, N.E.[Noel E.],
Vector Quantization Enhancement for Computer Vision Tasks,
ACIVS16(398-409).
Springer DOI
1611
BibRef
Zhen, M.,
Wang, W.,
Wang, R.,
Improving VLAD with regional PCA whitening,
VCIP15(1-4)
IEEE DOI
1605
Decorrelation
BibRef
Zhou, R.[Renhao],
Yuan, Q.S.[Qing-Sheng],
Gu, X.G.[Xiao-Guang],
Zhang, D.M.[Dong-Ming],
Spatial pyramid VLAD,
VCIP14(342-345)
IEEE DOI
1504
image coding
BibRef
Sicre, R.[Ronan],
Gevers, T.[Theo],
DENSE sampling of features for image retrieval,
ICIP14(3057-3061)
IEEE DOI
1502
Encoding. SIFT.
Bag of Visual Words (BOW), Fisher vectors,
vector of locally aggregated descriptors (VLAD)
BibRef
Eggert, C.[Christian],
Romberg, S.[Stefan],
Lienhart, R.[Rainer],
Improving VLAD:
Hierarchical coding and a refined local coordinate system,
ICIP14(3018-3022)
IEEE DOI
1502
Computer vision
BibRef
Jegou, H.[Herve],
Zisserman, A.[Andrew],
Triangulation Embedding and Democratic Aggregation for Image Search,
CVPR14(3310-3317)
IEEE DOI
1409
democratic kernel; embedding; image representation; image search
like Fisher or VLAD.
BibRef
van de Sande, K.E.A.[Koen E.A.],
Snoek, C.G.M.[Cees G.M.],
Smeulders, A.W.M.[Arnold W.M.],
Fisher and VLAD with FLAIR,
CVPR14(2377-2384)
IEEE DOI
1409
FLAIR: Fast Local Area Independent Representation.
BibRef
Arandjelovic, R.[Relja],
Zisserman, A.[Andrew],
All About VLAD,
CVPR13(1578-1585)
IEEE DOI
1309
Compact descriptors for very large scale database.
See also Product Quantization for Nearest Neighbor Search.
BibRef
Reddy, M.K.,
Arora, S.,
Babu, R.V.,
Spatio-temporal feature based VLAD for efficient video retrieval,
NCVPRIPG13(1-4)
IEEE DOI
1408
feature extraction
BibRef
Chapter on 2-D Feature Analysis, Extraction and Representations, Shape, Skeletons, Texture continues in
Evaluation of Salient Point, Interest Point Detection .