---
title: "IEEE Transactions on Pattern Analysis and Machine"
description: "IEEE Transactions on Pattern Analysis and Machine Intelligence 2015 — papers: 1 paper in the Elamur Research library, with our summaries…"
canonical: "https://research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/2015/"
---
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# IEEE Transactions on Pattern Analysis and Machine Intelligence 2015 — papers

The works of IEEE Transactions on Pattern Analysis and Machine Intelligence published in 2015 that our library holds (publisher: IEEE Computer Society): 1 work, listed below with the most cited first; each has a page with our summary, its key points and its references.

[**238** works that year](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/2015/#works) · [**64,758** citations of these works](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/2015/#works)

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition ↗](https://doi.org/10.1109/tpami.2015.2389824)**Kaiming He, Xiangyu Zhang, Shaoqing Ren et al.*11,359 citations*
2. **[Image Super-Resolution Using Deep Convolutional Networks ↗](https://doi.org/10.1109/tpami.2015.2439281)**Chao Dong, Chen Change Loy, Kaiming He et al.*10,027 citations*
3. **[Object Tracking Benchmark ↗](https://doi.org/10.1109/tpami.2014.2388226)**Yi Wu, Jongwoo Lim, Ming–Hsuan Yang*3,351 citations*
4. **[Region-Based Convolutional Networks for Accurate Object Detection and Segmentation ↗](https://doi.org/10.1109/tpami.2015.2437384)**Ross Girshick, Jeff Donahue, Trevor Jackson Darrell et al.*2,906 citations*
5. **[Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields ↗](https://doi.org/10.1109/tpami.2015.2505283)**Fayao Liu, Chunhua Shen, Guosheng Lin et al.*1,240 citations*
6. **[Go-ICP: A Globally Optimal Solution to 3D ICP Point-Set Registration ↗](https://doi.org/10.1109/tpami.2015.2513405)**Jiaolong Yang, Hongdong Li, Dylan Campbell et al.*1,170 citations*
7. **[Struck: Structured Output Tracking with Kernels ↗](https://doi.org/10.1109/tpami.2015.2509974)**Sam Hare, Stuart Golodetz, Amir Saffari et al.*994 citations*
8. **[Accelerating Very Deep Convolutional Networks for Classification and Detection ↗](https://doi.org/10.1109/tpami.2015.2502579)**Xiangyu Zhang, Jianhua Zou, Kaiming He et al.*832 citations*
9. **[HCP: A Flexible CNN Framework for Multi-Label Image Classification ↗](https://doi.org/10.1109/tpami.2015.2491929)**Yunchao Wei, Wei Xia, Min Lin et al.*784 citations*
10. **[Classification with Noisy Labels by Importance Reweighting ↗](https://doi.org/10.1109/tpami.2015.2456899)**Tongliang Liu, Dacheng Tao*782 citations*

## All works of the year (238)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. **[Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition ↗](https://doi.org/10.1109/tpami.2015.2389824)**Kaiming He, Xiangyu Zhang, Shaoqing Ren et al.*11,359 citations*
2. **[Image Super-Resolution Using Deep Convolutional Networks ↗](https://doi.org/10.1109/tpami.2015.2439281)**Chao Dong, Chen Change Loy, Kaiming He et al.*10,027 citations*
3. **[Object Tracking Benchmark ↗](https://doi.org/10.1109/tpami.2014.2388226)**Yi Wu, Jongwoo Lim, Ming–Hsuan Yang*3,351 citations*
4. **[Region-Based Convolutional Networks for Accurate Object Detection and Segmentation ↗](https://doi.org/10.1109/tpami.2015.2437384)**Ross Girshick, Jeff Donahue, Trevor Jackson Darrell et al.*2,906 citations*
5. **[Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields ↗](https://doi.org/10.1109/tpami.2015.2505283)**Fayao Liu, Chunhua Shen, Guosheng Lin et al.*1,240 citations*
6. **[Go-ICP: A Globally Optimal Solution to 3D ICP Point-Set Registration ↗](https://doi.org/10.1109/tpami.2015.2513405)**Jiaolong Yang, Hongdong Li, Dylan Campbell et al.*1,170 citations*
7. **[Struck: Structured Output Tracking with Kernels ↗](https://doi.org/10.1109/tpami.2015.2509974)**Sam Hare, Stuart Golodetz, Amir Saffari et al.*994 citations*
8. **[Accelerating Very Deep Convolutional Networks for Classification and Detection ↗](https://doi.org/10.1109/tpami.2015.2502579)**Xiangyu Zhang, Jianhua Zou, Kaiming He et al.*832 citations*
9. **[HCP: A Flexible CNN Framework for Multi-Label Image Classification ↗](https://doi.org/10.1109/tpami.2015.2491929)**Yunchao Wei, Wei Xia, Min Lin et al.*784 citations*
10. **[Classification with Noisy Labels by Importance Reweighting ↗](https://doi.org/10.1109/tpami.2015.2456899)**Tongliang Liu, Dacheng Tao*782 citations*
11. **[Label-Embedding for Image Classification ↗](https://doi.org/10.1109/tpami.2015.2487986)**Zeynep Akata, Florent Perronnin, Zaïd Harchaoui et al.*770 citations*
12. **[Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks ↗](https://doi.org/10.1109/tpami.2015.2496141)**Alexey Dosovitskiy, Philipp Fischer, Jost Tobias Springenberg et al.*749 citations*
13. **[What Makes for Effective Detection Proposals? ↗](https://doi.org/10.1109/tpami.2015.2465908)**Jan Hosang, Rodrigo Benenson, Piotr Dollár et al.*724 citations*
14. **[Fast Direct Methods for Gaussian Processes ↗](https://doi.org/10.1109/tpami.2015.2448083)**Sivaram Ambikasaran, Daniel T. Foreman-Mackey, Leslie Greengard et al.*669 citations*
15. **[Anticipating Human Activities Using Object Affordances for Reactive Robotic Response ↗](https://doi.org/10.1109/tpami.2015.2430335)**Hema Swetha Koppula, Ashutosh Saxena*596 citations*
16. **[Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination ↗](https://doi.org/10.1109/tpami.2015.2392756)**Qibin Zhao, Liqing Zhang, Andrzej S Cichocki*587 citations*
17. **[Multi-View Discriminant Analysis ↗](https://doi.org/10.1109/tpami.2015.2435740)**Meina Kan, Shiguang Shan, Haihong Zhang et al.*581 citations*
18. **[Hierarchical Image Saliency Detection on Extended CSSD ↗](https://doi.org/10.1109/tpami.2015.2465960)**Jianping Shi, Qiong Yan, Xu Li et al.*574 citations*
19. **[Learning to Deblur ↗](https://doi.org/10.1109/tpami.2015.2481418)**Christian J. Schuler, Michael Hirsch, Stefan Harmeling et al.*548 citations*
20. **[Transductive Multi-View Zero-Shot Learning ↗](https://doi.org/10.1109/tpami.2015.2408354)**Yanwei Fu, Timothy M. Hospedales, Tao Xiang et al.*513 citations*
21. **[Laplacian Regularized Low-Rank Representation and Its Applications ↗](https://doi.org/10.1109/tpami.2015.2462360)**Ming Yin, Junbin Gao, Zhouchen Lin*442 citations*
22. **[Learning Deep Representation for Face Alignment with Auxiliary Attributes ↗](https://doi.org/10.1109/tpami.2015.2469286)**Zhanpeng Zhang, Ping Luo, Chen Change Loy et al.*424 citations*
23. **[An Efficient Algorithm for Calculating the Exact Hausdorff Distance ↗](https://doi.org/10.1109/tpami.2015.2408351)**Abdel Aziz Taha, Allan Hanbury*411 citations*
24. **[ModDrop: Adaptive Multi-Modal Gesture Recognition ↗](https://doi.org/10.1109/tpami.2015.2461544)**Natalia Neverova, Christian Wolf, Graham Taylor et al.*409 citations*
25. **[Learning Compact Binary Face Descriptor for Face Recognition ↗](https://doi.org/10.1109/tpami.2015.2408359)**Jiwen Lu, Venice Erin Liong, Xiuzhuang Zhou et al.*399 citations*

[See all 238 papers in IEEE Transactions on Pattern Analysis and Machine Intelligence 2015 — papers →](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/2015/papers/)

## Works with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. **[Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks](https://md.research.elamur.ai/free/en/papers/ren-2015-faster-r-cnn-towards-real/) [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/)**Shaoqing Ren, Kaiming He, Ross Girshick, et al.*2015 · 64,758 citations*

## Fields

[Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Jian Sun**1 work here · 64,758 citations](https://md.research.elamur.ai/free/en/authors/jian-sun/) · [🧑‍🔬**Kaiming He**1 work here · 64,758 citations](https://md.research.elamur.ai/free/en/authors/kaiming-he/) · [🧑‍🔬**Ross Girshick**1 work here · 64,758 citations](https://md.research.elamur.ai/free/en/authors/ross-girshick/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**University of Science and Technology of China** Hefei · China 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-science-and-technology-of-china/) · [🏢**Meta** Menlo Park · United States 1 work here](https://md.research.elamur.ai/free/en/companies/meta/)

works and citations from OpenAlex and our library.

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