Dr. Ren Kun Profile

Dr. Ren Kun

at Beijing Univ of Technology

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Author

Publications (8)

Proceedings Article | 23 November 2024 Poster + Paper

CU-DETR: monocular 3D detection enhanced by local-global feature fusion and position embedding perturbation

Xi Li, Ren Kun, Tianyang Zhang, Yongping Du, Honggui Han

Proceedings Volume 13239, 132391L (2024) https://doi.org/10.1117/12.3036911

KEYWORDS: Object detection, Convolution, Feature extraction, Transformers, Feature fusion, Visualization, 3D acquisition

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Proceedings Article | 23 November 2024 Poster + Paper

HTViT: an efficient CNN-Transformer hybrid model with high throughput

Kun Ren, Tianyang Zhang, Xi Li, Yongping Du, Honggui Han

Proceedings Volume 13239, 132391E (2024) https://doi.org/10.1117/12.3036323

KEYWORDS: Transformers, Convolution, Visualization, Object detection, Image classification, Data transmission, Computer hardware

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Proceedings Article | 9 October 2021 Poster + Paper

Few-shot deep model of waste classification based on model agnostic meta learning

Bo Feng, Ren Kun, Qingyang Tao, Honggui Han

Proceedings Volume 11897, 118970Q (2021) https://doi.org/10.1117/12.2601132

KEYWORDS: Image classification, Optimization (mathematics), Neural networks

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Proceedings Article | 10 October 2020 Poster + Presentation + Paper

A robust waste detection method based on cascade adversarial spatial dropout detection network

Bo Feng, Kun Ren, Qingyang Tao, Xuejin Gao

Proceedings Volume 11550, 115500Q (2020) https://doi.org/10.1117/12.2575394

KEYWORDS: Computer vision technology, Solids, Visual process modeling, Sensors

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Proceedings Article | 10 October 2020 Poster + Presentation + Paper

An accurate low-light object detection method based on pyramid networks

Qingyang Tao, Kun Ren, Bo Feng, Xuejin GAO

Proceedings Volume 11550, 1155015 (2020) https://doi.org/10.1117/12.2573925

KEYWORDS: Image enhancement, Machine vision, Computer vision technology, Multimedia, Detection and tracking algorithms

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Proceedings Article | 18 November 2019 Paper

A Lite Asymmetric DenseNet for effective object detection based on convolutional neural networks (CNN)

Long Huang, Kun Ren, Chunqi Fan, Hai Deng

Proceedings Volume 11187, 111871T (2019) https://doi.org/10.1117/12.2538755

KEYWORDS: Convolution, Convolutional neural networks, Data modeling, Network architectures, Performance modeling, Feature extraction, Image classification, Intelligence systems, Detection and tracking algorithms, Structural design

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Proceedings Article | 18 November 2019 Paper

Semantic image inpainting with dense and dilated deep convolutional autoencoder adversarial network

Kun Ren, Chunqi Fan, Lisha Meng, Long Huang

Proceedings Volume 11187, 1118712 (2019) https://doi.org/10.1117/12.2538756

KEYWORDS: Convolution, Image restoration, Network architectures

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Proceedings Article | 3 November 2014 Paper

Light field reconstruction robust to signal dependent noise

Kun Ren, Liheng Bian, Jinli Suo, Qionghai Dai

Proceedings Volume 9273, 92731B (2014) https://doi.org/10.1117/12.2071785

KEYWORDS: Interference (communication), Spatial resolution, Cameras, Denoising, Charge-coupled devices, Signal to noise ratio, Optimization (mathematics), Algorithm development, Reconstruction algorithms, Coded apertures

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Showing 5 of 8 publications

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