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Specular highlight removal for endoscopic images using partial attention network
期刊论文
OAI收割
PHYSICS IN MEDICINE AND BIOLOGY, 2023, 卷号: 68, 期号: 22, 页码: 17
作者:
Zhang, Chong
;
Liu, Yueliang
;
Wang, Kun
;
Tian, Jie
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2024/02/22
Endoscopic imaging
partial attention network
deep learning
highlight removal
All Weather Robot Vision
专著
OAI收割
Berlin:Springer Nature Singapore Pte Ltd., 2022
作者:
Tian JD(田建东)
  |  
收藏
  |  
浏览/下载:89/0
  |  
提交时间:2022/01/13
Robot vision
Reflectance recovery
Shadow detection
Shadow removal
Highlight removal
Intrinsic images
Rain removal
Snowflake removal
Fog removal
Underwater scattering
Light field
Joint Specular Highlight Detection and Removal in Single Images via Unet-Transformer
期刊论文
OAI收割
Computational Visual Media, 2022, 页码: 14
作者:
Wu ZQ(吴仲琦)
;
Guo JW(郭建伟)
;
Zhuang CQ(庄传青)
;
Xiao J(肖俊)
;
Yan DM(严冬明)
  |  
收藏
  |  
浏览/下载:51/0
  |  
提交时间:2022/06/15
specular highlight detection
specular highlight removal
Unet
Transformer
Emotion Knowledge Driven Video Highlight Detection
期刊论文
OAI收割
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 3999-4013
作者:
Qi, Fan
;
Yang, Xiaoshan
;
Xu, Changsheng
  |  
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2021/12/28
Visualization
Training data
Predictive models
Training
Semantics
Emotion recognition
Computational modeling
Deep ranking
knowledge graph
video highlight detection
Single-Image Specular Highlight Removal via Real-World Dataset Construction
期刊论文
OAI收割
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 页码: 12
作者:
Wu ZQ(吴仲琦)
;
Zhuang CQ(庄传青)
;
Shi J(石剑)
;
Guo JW(郭建伟)
;
Xiao J(肖俊)
  |  
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2022/06/15
Specular highlight removal, PSD-Dataset, Deep learning
An underlying clock in the extreme flip-flop state transitions of the black hole transient Swift J1658.2-4242
期刊论文
OAI收割
Astronomy and Astrophysics, 2020, 卷号: 641, 页码: A101
作者:
HXMT
  |  
收藏
  |  
浏览/下载:60/0
  |  
提交时间:2022/02/08
accretion
accretion disks
black hole physics
X-rays: binaries
time
Astrophysics - High Energy Astrophysical Phenomena
Abstract:
Aims: Flip-flops are top-hat-like X-ray flux variations, which have been observed in some transient accreting black hole binary systems, and feature simultaneous changes in the spectral hardness and the power density spectrum (PDS). They occur at a crucial time in the evolution of these systems, when the accretion disc emission starts to dominate over coronal emission. Flip-flops remain a poorly understood phenomenon, so we aim to thoroughly investigate them in a system featuring several such transitions.
Methods: Within the multitude of observations of
Swift J1658.2-4242
during its outburst in early 2018, we detected 15 flip-flops, enabling a detailed analysis of their individual properties and the differences between them. We present observations by XMM-Newton, NuSTAR, Astrosat, Swift, Insight-HXMT, INTEGRAL, and ATCA. We analysed their light curves, searched for periodicities, computed their PDSs, and fitted their X-ray spectra, to investigate the source behaviour during flip-flop transitions and how the interval featuring flip-flops differs from the rest of the outburst.
Results: The flip-flops of Swift J1658.2-4242 are of an extreme variety, exhibiting flux differences of up to 77% within 100 s, which is much larger than what has been seen previously. We observed radical changes in the PDS simultaneous with the sharp flux variations, featuring transitions between the quasi-periodic oscillation types C and A, which have never been observed before. Changes in the PDS are delayed, but more rapid than changes in the light curve. Flip-flops occur in two intervals within the outburst, separated by about two weeks in which these phenomena were not seen. Transitions between the two flip-flop states occurred at random integer multiples of a fundamental period of 2.761 ks in the first interval and 2.61 ks in the second. Spectral analysis reveals the high and low flux flip-flop states to be very similar, but distinct from intervals lacking flip-flops. A change of the inner temperature of the accretion disc is responsible for most of the flux difference in the flip-flops. We also highlight the importance of correcting for the influence of the dust scattering halo on the X-ray spectra.
Video Highlight Detection via Region-Based Deep Ranking Model
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2019, 卷号: 33, 期号: 7, 页码: 14
作者:
Jiao, Yifan
;
Zhang, Tianzhu
;
Huang, Shucheng
;
Liu, Bin
;
Xu, Changsheng
  |  
收藏
  |  
浏览/下载:70/0
  |  
提交时间:2019/09/30
Video highlight detection
position-sensitive
fully convolutional network
食用蔬菜能吸收和积累微塑料
期刊论文
OAI收割
科学通报, 2019, 卷号: 64, 期号: 9, 页码: 928-934
作者:
李连祯
;
周倩
;
尹娜
;
涂晨
;
骆永明
  |  
收藏
  |  
浏览/下载:145/0
  |  
提交时间:2020/06/17
微塑料
生菜
聚苯乙烯微球
吸收
积累
健康风险
microplastics
lettuce
polystyrene microbeads
uptake
accumulation
human health risk
Microplastic (MP, 100 nm-5 mm) may present an attributable risk to ecosystem and human health, and its pollution has become a global environmental concern. Despite a wealth of information on the accumulation of MPs in aquatic species, there is no information on the uptake and accumulation of MPs by higher plants. Terrestrial edible plants are directly exposed to MPs when agricultural soil was applied with organic manure, sewage sludge as fertilizer or plastic mulching. In this paper, the uptake of two sizes of polystyrene (PS) microbeads (0.2 and 1.0 mum) and then their distribution and migration in an edible plant lettuce were firstly investigated based on laboratory experiments. We used fluorescent markers to track PS microbeads in plant tissues and found fluorescence to be a sensitive and reliable detection method. Sections from untreated control lettuce showed no autofluorescence. When roots were treated with fluorescently labeled PS microbeads, the microbeads could be identified by its fluorescence. Our main study investigated the uptake of 0.2 mum beads, as few luminescence signals were observed in lettuce roots for 1.0 mum beads in our experiment. We observed that 0.2 mum fluorescent microbeads were extracellularly trapped in the root cap mucilage (which is a highly hydrated polysaccharide) and a dark green tip (which was typical of lettuce roots exposed to label PS beads) was usually visible to the naked eye. Confocal images revealed that the PS luminescence signals were mainly located in the vascular system and on the cell walls of the cortex tissue of the roots, indicated that the beads passed through the intercellular space via the apoplastic transport system. Once inside the central cylinder, the 0.2 mum PS beads were transferred from the roots to the stems and leaves via the vascular system following the transpiration stream. We also observed that the PS beads adhered to one another and self-assembled systematically into grape-like and (chain) string-like clusters in the intercellular space of the root and stem vascular tissue of lettuce plant. In contrast to the root and stem, PS beads were dispersed in the leaf tissue. Here, for the first time we provide evidence of the adherence, uptake, accumulation, and translocation of submicrometer MPs within an edible plant. Our findings highlight the previously underappreciated human exposure pathway to MPs through the consumption of contaminated crops and emphasize the need for new management strategies to control the release of MPs waste products into the terrestrial environment. Ultimately, the potential impacts of low range sized MPs on food safety of crop plants and human health need to be urgently considered.
Three-Dimensional Attention-Based Deep Ranking Model for Video Highlight Detection
期刊论文
OAI收割
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 10, 页码: 2693-2705
作者:
Jiao,Yifan
;
Li,Zhetao
;
Huang,Shucheng
;
Yang,Xiaoshan
;
Liu,Bin
  |  
收藏
  |  
浏览/下载:94/0
  |  
提交时间:2018/10/10
Video Highlight Detection
Attention Model
Deep Ranking
An Image Highlights Removal Method with Polarization Principle
会议论文
OAI收割
2015 3rd International Conference on Machinery, Materials and Information Technology Applications (ICMMITA 2015), Qingdao, China, November 28-29, 2015
作者:
Li F(李芳)
;
Tian JD(田建东)
;
Tang YD(唐延东)
;
Wang Y(王琰)
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2015/12/20
image processing
highlight removal
polarization information
Stokes parameters
specular reflection