Concepedia

Histogram Intersection Kernels

Histogram Intersection Kernels is a kernel function in machine learning that belongs to the family of positive definite kernels and is distinguished by measuring similarity between two histograms through the summation of the minima of their corresponding bin values, effectively quantifying overlap in histogram-based feature representations.

49

Publications

5.1K

Citations

137

Authors

60

Institutions

Publications per year

2017–2026

6

Parents

Publications

49

The pyramid match kernel: discriminative classification with sets of image features

Kristen Grauman, Trevor Darrell · 2005 · 1.5K citations

, , +16

Classification using intersection kernel support vector machines is efficient

Subhransu Maji, Alexander C. Berg, Jitendra Malik · 2008 · 938 citations

, , +16

Histogram intersection kernel for image classification

Annalisa Barla, Francesca Odone, Alessandro Verri · 2004 · 280 citations

, , +16

Beyond the Euclidean distance: Creating effective visual codebooks using the Histogram Intersection Kernel

Jianxin Wu, James M. Rehg · 2009 · 244 citations

, , +16

Detection of Face Spoofing Using Visual Dynamics

Santosh Tirunagari, Norman Poh, David Windridge et al. · IEEE Transactions on Information Forensics and Security · 2015 · 239 citations

, , +17

1–5 of 49

Authors

137

  1. JW
    Jianxin Wu

    Nanjing University, China

    3 publications · 357 citations

    3

    h-index

  2. ZL
    Zhiwu Lu

    Peking University, China

    2 publications · 41 citations

    2

    h-index

  3. KG
    Kristen Grauman

    The University of Texas at Austin, United States

    2 publications · 1.5K citations

    2

    h-index

  4. TS
    Thibaud Sénéchal

    Affectiva (United States), United States

    2 publications · 168 citations

    2

    h-index

  5. YP
    Yuxin Peng

    Peking University, China

    2 publications · 41 citations

    2

    h-index

1–5 of 137

Institutions

60

  1. Peking University

    Beijing, China

    4 h-index

    11 publications

    162 citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    6 publications

    402 citations

  3. Nanyang Technological University

    Singapore, Singapore

    3 h-index

    5 publications

    704 citations

  4. Harbin Institute of Technology

    Harbin, China

    3 h-index

    10 publications

    276 citations

  5. Sorbonne Université

    Paris, France

    2 h-index

    5 publications

    457 citations

  6. State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing

    Wuhan, China

    2 h-index

    7 publications

    173 citations

  7. Shanghai Jiao Tong University

    Shanghai, China

    2 h-index

    3 publications

    124 citations

  8. Beihang University

    Beijing, China

    2 h-index

    3 publications

    51 citations

1–8 of 60

Venues

  1. IEEE Transactions on Image Processing

    3 publications · 381 citations

    3

    h-index

  2. IEEE Transactions on Multimedia

    2 publications · 143 citations

    2

    h-index

  3. 1

    h-index

  4. International Journal of Remote Sensing

    1 publications · 49 citations

    1

    h-index

  5. Security and Communication Networks

    1 publications · 15 citations

    1

    h-index

1–5