Takumi Kobayashi

1.5k total citations
128 papers, 890 citations indexed

About

Takumi Kobayashi is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Biomedical Engineering. According to data from OpenAlex, Takumi Kobayashi has authored 128 papers receiving a total of 890 indexed citations (citations by other indexed papers that have themselves been cited), including 64 papers in Computer Vision and Pattern Recognition, 43 papers in Artificial Intelligence and 23 papers in Biomedical Engineering. Recurrent topics in Takumi Kobayashi's work include Face and Expression Recognition (18 papers), Speech and Audio Processing (17 papers) and Music and Audio Processing (16 papers). Takumi Kobayashi is often cited by papers focused on Face and Expression Recognition (18 papers), Speech and Audio Processing (17 papers) and Music and Audio Processing (16 papers). Takumi Kobayashi collaborates with scholars based in Japan, Finland and Malaysia. Takumi Kobayashi's co-authors include Nobuyuki Otsu, Jiaxing Ye, Masahiro Murakawa, N. Otsu, Tetsuya Higuchi, Tadaaki Hosaka, Kenji Watanabe, Kôiti Hasida, Hiroshi Tsuda and Ryuji Kohno and has published in prestigious journals such as PLoS ONE, IEEE Transactions on Pattern Analysis and Machine Intelligence and Chemistry - A European Journal.

In The Last Decade

Takumi Kobayashi

115 papers receiving 862 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Takumi Kobayashi Japan 14 467 255 187 120 103 128 890
S. Palanivel India 19 406 0.9× 452 1.8× 391 2.1× 45 0.4× 54 0.5× 74 1.2k
Guitao Cao China 16 345 0.7× 252 1.0× 52 0.3× 88 0.7× 56 0.5× 84 924
Zohaib Mushtaq Pakistan 19 101 0.2× 232 0.9× 251 1.3× 82 0.7× 19 0.2× 61 980
Francesco Beritelli Italy 17 164 0.4× 250 1.0× 446 2.4× 99 0.8× 26 0.3× 107 1.0k
E. Micheli-Tzanakou United States 15 219 0.5× 200 0.8× 139 0.7× 54 0.5× 71 0.7× 108 702
Gil‐Jin Jang South Korea 16 222 0.5× 223 0.9× 256 1.4× 41 0.3× 28 0.3× 71 774
Risanuri Hidayat Indonesia 16 168 0.4× 271 1.1× 303 1.6× 96 0.8× 36 0.3× 165 993
Sun Li China 16 422 0.9× 214 0.8× 129 0.7× 174 1.4× 156 1.5× 95 1.2k
Zhiquan He China 16 491 1.1× 168 0.7× 82 0.4× 90 0.8× 84 0.8× 66 1.1k

Countries citing papers authored by Takumi Kobayashi

Since Specialization
Citations

This map shows the geographic impact of Takumi Kobayashi's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Takumi Kobayashi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Takumi Kobayashi more than expected).

Fields of papers citing papers by Takumi Kobayashi

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Takumi Kobayashi. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Takumi Kobayashi. The network helps show where Takumi Kobayashi may publish in the future.

Co-authorship network of co-authors of Takumi Kobayashi

This figure shows the co-authorship network connecting the top 25 collaborators of Takumi Kobayashi. A scholar is included among the top collaborators of Takumi Kobayashi based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Takumi Kobayashi. Takumi Kobayashi is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Watanabe, Kenji, et al.. (2025). Multi-channel Glow network pre-trained on white-balance dataset for underwater image enhancement. Signal Processing. 238. 110165–110165.
2.
Kobayashi, Takumi, et al.. (2024). Development of a Wearable System for the Detection of Ingestible Medication Based on Electromagnetic Waves. Electronics. 13(3). 543–543. 1 indexed citations
3.
4.
Kobayashi, Takumi. (2023). Disentangled convolution for optimizing receptive field. Pattern Recognition Letters. 169. 67–74. 3 indexed citations
5.
Kobayashi, Takumi. (2023). Two-Way Multi-Label Loss. 7476–7485. 12 indexed citations
6.
Fukui, Kazuhiro, et al.. (2022). Discriminant Feature Extraction by Generalized Difference Subspace. IEEE Transactions on Pattern Analysis and Machine Intelligence. 45(2). 1618–1635. 8 indexed citations
7.
Kobayashi, Takumi. (2021). t-vMF Similarity For Regularizing Intra-Class Feature Distribution. 6612–6621. 11 indexed citations
8.
Kobayashi, Takumi, et al.. (2020). An Interface between Grassmann manifolds and vector spaces. 3695–3704. 6 indexed citations
9.
Kobayashi, Takumi. (2019). Gaussian-Based Pooling for Convolutional Neural Networks. Neural Information Processing Systems. 32. 11216–11226. 7 indexed citations
10.
Kobayashi, Takumi. (2019). Large Margin In Softmax Cross-Entropy Loss.. British Machine Vision Conference. 139. 7 indexed citations
11.
Kobayashi, Takumi, et al.. (2019). Theoretical Analysis of Interference Cancellation System Utilizing an Orthogonal Matched Filter and Adaptive Array Antenna for MANET. Journal of Sensor and Actuator Networks. 8(3). 48–48. 2 indexed citations
12.
Ye, Jiaxing, Takumi Kobayashi, Nobuyuki Toyama, Hiroshi Tsuda, & Masahiro Murakawa. (2018). Acoustic Scene Classification Using Efficient Summary Statistics and Multiple Spectro-Temporal Descriptor Fusion. Applied Sciences. 8(8). 1363–1363. 12 indexed citations
13.
14.
Kobayashi, Takumi, Kôiti Hasida, & Nobuyuki Otsu. (2011). Rotation invariant feature extraction from 3-D acceleration signals. 3684–3687. 28 indexed citations
15.
Hosaka, Tadaaki, Takumi Kobayashi, & Nobuyuki Otsu. (2011). Object Detection Using Background Subtraction and Foreground Motion Estimation. 3. 9–20. 6 indexed citations
16.
Kobayashi, Takumi & Nobuyuki Otsu. (2010). Von Mises-Fisher Mean Shift for Clustering on a Hypersphere. 2130–2133. 8 indexed citations
17.
Matsumoto, T., et al.. (2010). Information-theoretic approach to authentication codes for power system communications. 1–7. 6 indexed citations
18.
Kobayashi, Takumi, et al.. (2008). A Method of Motion Evaluation using Time Weights and External Criteria. IEICE Technical Report; IEICE Tech. Rep.. 2008(539). 47–52. 1 indexed citations
19.
Kobayashi, Takumi, Tadaaki Hosaka, & Nobuyuki Otsu. (2007). An automatic evaluation method of image mattes. Expert Review of Medical Devices. 13(2). 283–288. 1 indexed citations
20.
Shinohara, Yusuke, et al.. (2005). A New Scheme for Image Recognition Using Higher-Order Local Autocorrelation and Factor Analysis. 265–268. 7 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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