Permutation Transient Attention Encoder for None-Line-of-Sight Imaging

Wenjie Yue; Xiaxu Chen; Gangping Liu; Chutian Wang; Edmund Y. Lam; Jun Ke

doi:10.1364/COSI.2024.CTh5A.4

Permutation Transient Attention Encoder for None-Line-of-Sight Imaging

Wenjie Yue, Xiaxu Chen, Gangping Liu, Chutian Wang, Edmund Y. Lam, Jun Ke^*

^*Corresponding author for this work

School of Optics and Photonics

Research output: Contribution to conference › Paper › peer-review

Abstract

This paper introduces Permutation Transient Attention Encoders as a novel and efficient approach for NLOS reconstruction. Our method, utilizing Transient Attention Blocks and Permute-MLP, enhances transient feature extraction and offers more discriminative feature representations than existing approaches.

Original language	English
DOIs	https://doi.org/10.1364/COSI.2024.CTh5A.4
Publication status	Published - 2024
Event	Computational Optical Sensing and Imaging, COSI 2024 - Part of Optica Imaging Congress - Toulouse, France Duration: 15 Jul 2024 → 19 Jul 2024

Conference

Conference	Computational Optical Sensing and Imaging, COSI 2024 - Part of Optica Imaging Congress
Country/Territory	France
City	Toulouse
Period	15/07/24 → 19/07/24

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10.1364/COSI.2024.CTh5A.4

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@conference{d3513ac02b8746759e6cd9d8fb12bae0,

title = "Permutation Transient Attention Encoder for None-Line-of-Sight Imaging",

abstract = "This paper introduces Permutation Transient Attention Encoders as a novel and efficient approach for NLOS reconstruction. Our method, utilizing Transient Attention Blocks and Permute-MLP, enhances transient feature extraction and offers more discriminative feature representations than existing approaches.",

author = "Wenjie Yue and Xiaxu Chen and Gangping Liu and Chutian Wang and Lam, {Edmund Y.} and Jun Ke",

note = "Publisher Copyright: {\textcopyright} 2024 The Author(s).; Computational Optical Sensing and Imaging, COSI 2024 - Part of Optica Imaging Congress ; Conference date: 15-07-2024 Through 19-07-2024",

year = "2024",

doi = "10.1364/COSI.2024.CTh5A.4",

language = "English",

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TY - CONF

T1 - Permutation Transient Attention Encoder for None-Line-of-Sight Imaging

AU - Yue, Wenjie

AU - Chen, Xiaxu

AU - Liu, Gangping

AU - Wang, Chutian

AU - Lam, Edmund Y.

AU - Ke, Jun

PY - 2024

Y1 - 2024

N2 - This paper introduces Permutation Transient Attention Encoders as a novel and efficient approach for NLOS reconstruction. Our method, utilizing Transient Attention Blocks and Permute-MLP, enhances transient feature extraction and offers more discriminative feature representations than existing approaches.

AB - This paper introduces Permutation Transient Attention Encoders as a novel and efficient approach for NLOS reconstruction. Our method, utilizing Transient Attention Blocks and Permute-MLP, enhances transient feature extraction and offers more discriminative feature representations than existing approaches.

UR - http://www.scopus.com/inward/record.url?scp=85204899135&partnerID=8YFLogxK

U2 - 10.1364/COSI.2024.CTh5A.4

DO - 10.1364/COSI.2024.CTh5A.4

M3 - Paper

AN - SCOPUS:85204899135

T2 - Computational Optical Sensing and Imaging, COSI 2024 - Part of Optica Imaging Congress

Y2 - 15 July 2024 through 19 July 2024

ER -

Permutation Transient Attention Encoder for None-Line-of-Sight Imaging

Abstract

Conference

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