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Hepatocellular carcinoma Liver Imaging Reporting and Data Systems treatment response assessment: Lessons learned and future directions 被引量:2
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作者 Anum Aslam Richard Kinh Gian Do +7 位作者 Avinash Kambadakone Bradley Spieler Frank H Miller Ahmed M Gabr Resmi A Charalel Charles Y Kim David C Madoff Mishal Mendiratta-Lala 《World Journal of Hepatology》 CAS 2020年第10期738-753,共16页
Hepatocellular carcinoma(HCC)is a leading cause of morbidity and mortality worldwide,with rising clinical and economic burden as incidence increases.There are a multitude of evolving treatment options,including locore... Hepatocellular carcinoma(HCC)is a leading cause of morbidity and mortality worldwide,with rising clinical and economic burden as incidence increases.There are a multitude of evolving treatment options,including locoregional therapies which can be used alone,in combination with each other,or in combination with systemic therapy.These treatment options have shown to be effective in achieving remission,controlling tumor progression,improving disease free and overall survival in patients who cannot undergo resection and providing a bridge to transplant by debulking tumor burden to downstage patients.Following locoregional therapy(LRT),it is crucial to provide treatment response assessment to guide management and liver transplant candidacy.Therefore,Liver Imaging Reporting and Data Systems(LI-RADS)Treatment Response Algorithm(TRA)was created to provide a standardized assessment of HCC following LRT.LIRADS TRA provides a step by step approach to evaluate each lesion independently for accurate tumor assessment.In this review,we provide an overview of different locoregional therapies for HCC,describe the expected post treatment imaging appearance following treatment,and review the LI-RADS TRA with guidance for its application in clinical practice.Unique to other publications,we will also review emerging literature supporting the use of LI-RADS for assessment of HCC treatment response after LRT. 展开更多
关键词 Hepatocellular carcinoma Liver imaging Reporting and Data systems Treatment Response Algorithm Locoregional therapy Liver imaging Reporting and Data systems Treatment Response equivocal Arterial phase hyper enhancement Stereotactic body radiotherapy
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A novel detection method for warhead fragment targets in optical images under dynamic strong interference environments
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作者 Guoyi Zhang Hongxiang Zhang +4 位作者 Zhihua Shen Deren Kong Chenhao Ning Fei Shang Xiaohu Zhang 《Defence Technology(防务技术)》 2025年第1期252-270,共19页
A measurement system for the scattering characteristics of warhead fragments based on high-speed imaging systems offers advantages such as simple deployment,flexible maneuverability,and high spatiotemporal resolution,... A measurement system for the scattering characteristics of warhead fragments based on high-speed imaging systems offers advantages such as simple deployment,flexible maneuverability,and high spatiotemporal resolution,enabling the acquisition of full-process data of the fragment scattering process.However,mismatches between camera frame rates and target velocities can lead to long motion blur tails of high-speed fragment targets,resulting in low signal-to-noise ratios and rendering conventional detection algorithms ineffective in dynamic strong interference testing environments.In this study,we propose a detection framework centered on dynamic strong interference disturbance signal separation and suppression.We introduce a mixture Gaussian model constrained under a joint spatialtemporal-transform domain Dirichlet process,combined with total variation regularization to achieve disturbance signal suppression.Experimental results demonstrate that the proposed disturbance suppression method can be integrated with certain conventional motion target detection tasks,enabling adaptation to real-world data to a certain extent.Moreover,we provide a specific implementation of this process,which achieves a detection rate close to 100%with an approximate 0%false alarm rate in multiple sets of real target field test data.This research effectively advances the development of the field of damage parameter testing. 展开更多
关键词 Damage parameter testing Warhead fragment target detection High-speed imaging systems Dynamic strong interference disturbance suppression Variational bayesian inference Motion target detection Faint streak-like target detection
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A Novel Imaging Algorithm for Airborne Bistatic Squint SAR with Unparallel Trajectories 被引量:3
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作者 WU Yongjun HUANG Ye 《Chinese Journal of Aeronautics》 SCIE EI CSCD 2012年第1期94-102,共9页
A novel analytical imaging algorithm is proposed for the strip-map mode of airborne bistatic squint SAR with unparallel trajectories. The algorithm derives the two-dimensional (2D) spectrum formula of the point targ... A novel analytical imaging algorithm is proposed for the strip-map mode of airborne bistatic squint SAR with unparallel trajectories. The algorithm derives the two-dimensional (2D) spectrum formula of the point target echo by using the contribution ratios of Doppler frequency modulation ratios of the transmitter and receiver as the weighting coefficients. Through decoupling the target position against the tracks of the transmitter and receiver, the range parameter and the azimuth one in the spectrum formula are separated. In 2D frequency domain, 2D Chirp-Z transform (2D-CZT) is applied to correcting the migrations of the echo along the range and azimuth after the bistatic deformation term has been compensated, so the target image is precisely focused. The advantage of the algorithm is easy to be expanded to the virtual wide swath by blocking the radar data along the range and azimuth to limit the 2D residual migrations. Simulation results confirm the validity of the 2D-CZT algorithm. 展开更多
关键词 airborne bistatic SAR two-dimensional spectrum target position decoupling 2D-CZT imaging systems
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Smartphone microendoscopy for high resolution fluorescence imaging
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作者 Xiangqian Hong Vivek K.Nagarajan +1 位作者 Dale H.Mugler Bing Yu 《Journal of Innovative Optical Health Sciences》 SCIE EI CAS 2016年第5期114-120,共7页
High resolution optical endoscopes are increasingly used in diagnosis of various medical condi-tions of internal organs,such as the cervix and gastrointestinal(GI)tracts,but they are too expensive for use in resource ... High resolution optical endoscopes are increasingly used in diagnosis of various medical condi-tions of internal organs,such as the cervix and gastrointestinal(GI)tracts,but they are too expensive for use in resource poor settings.On the other hand,smartphones with high resolution cameras and Internet access have become more affordable,enabling them to difuse into most rural areas and developing countries in the past decade.In this paper,we describe a smartphone microendoscope that can take fuorescence images with a spatial resolution of 3.1 pum.Images collected from ex vivo,in vnitro and in vivo samples using the device are also presented.The compact and cost-effective smart phone microendosoope may be envisaged as a powerful tool for detecting pre cancerous lesions of internal organs in low and middle income countries(LMICs). 展开更多
关键词 ENDOSCOPY imaging systems FLUORESCENCE fiber optics
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Passive ranging and a three-dimensional imaging system through wavefront coding
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作者 Xing-Xu Zhang Lei Qiao +1 位作者 Ting-Yu Zhao Rong-Sheng Qiu 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第5期234-240,共7页
A single-image passive ranging and three-dimensional(3 D)imaging system with chiral phase encoding was proposed in 2011[Opt.Lett.36,115(2011)].A new theoretical analysis of the system in space domain is presented in t... A single-image passive ranging and three-dimensional(3 D)imaging system with chiral phase encoding was proposed in 2011[Opt.Lett.36,115(2011)].A new theoretical analysis of the system in space domain is presented in this paper.We deduce the analytic relationships between the object distance and the point spread function,and between the object distance and the encoded image,respectively.Both the point spread function and the processed spectrum of the encoded image have two spots,which will rotate with the variation of the object distance.Then the depth map is extracted from the encoded image and it can be used to set up 3 D images.The theoretical analysis is verified by a wavefront coding system with a chiral phase which is generated by a phase-only liquid-crystal spatial light modulator.The phase generated by the liquid-crystal spatial light modulator is more flexible than the fixed phase mask and can be adjusted in real time.It is especially suitable for observing the object with a large depth of field. 展开更多
关键词 imaging systems image processing wavefront encoding
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Optimization method to suppress background for imaging multiple planes
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作者 Vannhu Le 《Journal of Innovative Optical Health Sciences》 SCIE EI CAS 2019年第2期24-34,共11页
3D live imaging is important for better understanding of biological processes.To obtain biological dynamic process,high imaging speed is required.In order to improve speed in 3D live imaging,simultaneous imaging of mu... 3D live imaging is important for better understanding of biological processes.To obtain biological dynamic process,high imaging speed is required.In order to improve speed in 3D live imaging,simultaneous imaging of multiple planes throughout a 3D volume has been proposed.However,a main disadvantage of this method is the cross-talk from neighboring imaging planes.In this paper,we propose an optimization method to suppress background from neighboring imaging planes.A D-aperture is used to generate multiple light sheets.An optimization method to suppress background is presented.The simulation results demonstrated that the proposed method can be used to suppress the effectiveness of background from neighboring light sheets. 展开更多
关键词 Fluorescence microscopy imaging systems supper-resolution
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NEAR-INFRARED IMAGING SENSOR WITH IMPROVED HANDLING AND DIRECT LOCALIZATION IN SIMULTANEOUS MAGNETIC RESONANCE IMAGING MEASUREMENTS
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作者 SONJA SPICHTIG MARCO PICCIRELLI +1 位作者 ROBERT S.VORBURGER MARTIN WOLF 《Journal of Innovative Optical Health Sciences》 SCIE EI CAS 2011年第2期191-198,共8页
We present a novel optical sensor to acquire simultaneously functional near-infrared imaging(fNIRI)and functional magnetic resonance imaging(fMRI)data with an improved handling and direct localization in the MRI compa... We present a novel optical sensor to acquire simultaneously functional near-infrared imaging(fNIRI)and functional magnetic resonance imaging(fMRI)data with an improved handling and direct localization in the MRI compared to available sensors.Quantitative phantom and interference measurements showed that both methods can be combined without reciprocal adverse effects.The direct localization of the optical sensor on MR images acquired with a T1-weighted echo sequence simplifies the co-registration of NIRI and MRI data.In addition,the optical sensor is simple to attach,which is crucial for measurements on vulnerable subjects.The fNIRI and T2^(*)-weighted fMRI data of a cerebral activation were simultaneously acquired proving the practicability of the setup. 展开更多
关键词 Medical optics instrumentation imaging systems functional monitoring and imaging
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Characteristics of the CsI:Tl Scintillator Crystal for X-Ray Imaging Applications
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作者 Maria da Conceicao Costa Pereira Tufic Madi Filho +1 位作者 Jose Roberto Berretta Carlos Henrique de Mesquita 《Materials Sciences and Applications》 2018年第2期268-280,共13页
Scintillators are high-density luminescent materials that convert X-rays to visible light. Thallium doped cesium iodide (CsI:Tl) scintillation materials are widely used as converters for X-rays into visible light, wit... Scintillators are high-density luminescent materials that convert X-rays to visible light. Thallium doped cesium iodide (CsI:Tl) scintillation materials are widely used as converters for X-rays into visible light, with very high conversion efficiency of 64.000 optical photons/MeV. CsI:Tl crystals are commercially available, but, the possibility of developing these crystals into different geometric shapes, meeting the need for coupling the photosensor and reducing cost, makes this material very attractive for scientific research. The objective of this work was to study the feasibility of using radiation sensors, scintillators type, developed for use in imaging systems for X-rays. In this paper, the CsI:Tl scintillator crystal with nominal concentration of the 10-3 M was grown by the vertical Bridgman technique. The imaging performance of CsI:Tl scintillator was studied as a function of the design type and thickness, since it interferes with the light scattering and, hence, the detection efficiency plus final image resolution. The result of the diffraction X-ray analysis in the grown crystals was consistent with the pattern of a face-centered cubic (fcc) crystal structure. Slices 25 × 2 × 3 mm3 (length, thickness, height) of the crystal and mini crystals of 1 × 2 × 3 mm3 (length, thickness, height) were used for comparison in the imaging systems for X-rays. With these crystals scintillators, images of undesirable elements, such as metals in food packaging, were obtained. One-dimensional array of photodiodes and the photosensor CCD (Coupled Charge Device) component were used. In order to determine the ideal thickness of the slices of the scintillator crystal CsI:Tl, Monte Carlo method was used. 展开更多
关键词 Crystal Growth Scintillator X-RAY imaging systems Photodiodes Coupled Charge Device
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Single-layer metasurface for snapshot high-dynamic-range imaging
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作者 NA ZHANG QIXUAN MIN +7 位作者 XIN LIU HAIMING YUAN HAISHAN LIU ZHIHAO HUANG XINYI ZHAO FEI WANG JINYING GUO GUOHAI SITU 《Photonics Research》 2025年第8期2270-2280,共11页
Imaging systems based on metasurfaces have advantages in terms of integration and flexibility.Here,we present a single-layer metasurface for a snapshot high-dynamic-range(HDR)imaging scheme(SiM-SHDR).The metasurface c... Imaging systems based on metasurfaces have advantages in terms of integration and flexibility.Here,we present a single-layer metasurface for a snapshot high-dynamic-range(HDR)imaging scheme(SiM-SHDR).The metasurface can integrate functions of multiple components found in traditional HDR imaging systems.Benefiting from the polarization-independent full-space amplitude and phase control mechanism,the single-layer metasurface is capable of capturing multiple high-fidelity images with different levels of intensity in a single shot.After fusing the images,the dynamic range of the pictures can be effectively extended.Using a dual-channel image capture configuration with an intensity ratio of 10:1,the dynamic range can theoretically be enhanced by up to 20 dB.Experimental results in our demonstrated imaging system show the dynamic range improvement can reach 17.5 dB and even more.This metasurface design maintains a similar weight and volume to traditional single-image acquisition systems,making it ideal for lightweight,ultra-compact,and real-time HDR imaging in applications like surveillance,industrial manufacturing,and driving. 展开更多
关键词 imaging system imaging systemsbenefiting imaging systems polarization independent integrate functions multiple components amplitude phase control snapshot imaging high dynamic range imaging
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Solar-blind ultraviolet imaging with a diamond metalens
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作者 WEN-JIE DOU XUN YANG +5 位作者 CHENG-LONG ZHENG HUA-PING ZANG PEI-NAN Ni YI-YANG XIE PEI-PEI CHEN CHONG-XIN SHAN 《Photonics Research》 2025年第6期1452-1458,共7页
Imaging in the solar blind ultraviolet(UV)region offers significant advantages,including minimal interference from sunlight,reduced background noise,low false-alarm rate,and high sensitivity,and thus has important app... Imaging in the solar blind ultraviolet(UV)region offers significant advantages,including minimal interference from sunlight,reduced background noise,low false-alarm rate,and high sensitivity,and thus has important applications in early warning or detection of fire,ozone depletion,dynamite explosions,missile launches,electric leakage,etc.However,traditional imaging systems in this spectrum are often hindered by the bulkiness and complexity of conventional optics,resulting in heavy and cumbersome setups.The advent of metasurfaces,which use a two-dimensional array of nano-antennas to manipulate light properties,provides a powerful solution for developing miniaturized and compact optical systems.In this study,diamond metalenses were designed and fabricated to enable ultracompact solar-blind UV imaging.To prove this concept,two representative functionalities,bright-field imaging and spiral phase contrast imaging,were demonstrated as examples.Leveraging diamond's exceptional properties,such as its wide bandgap,high refractive index,remarkable chemical inertness,and high damage threshold,this work not only presents a simple and feasible approach to realize solar-blind imaging in an ultracompact form but also highlights diamond as a highly capable material for developing miniaturized,lightweight,and robust imaging systems. 展开更多
关键词 depletiondynamite explosionsmissile launcheselectric leakageetchowevertraditional spiral phase contrast imaging imaging systems bright field imaging conventional opticsresulting solar blind ultraviolet imaging metasurfaces diamond metalens
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Method of infrared image enhancement based on histogram 被引量:11
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作者 王亮 闫杰 《Optoelectronics Letters》 EI 2011年第3期237-240,共4页
Aiming at the problem in infrared image enhancement,a new method is given based on histogram.Using the gray characteristics of target,the upper-bound threshold is selected adaptively and the histogram is processed by ... Aiming at the problem in infrared image enhancement,a new method is given based on histogram.Using the gray characteristics of target,the upper-bound threshold is selected adaptively and the histogram is processed by the threshold.After choosing the gray transform function based on the gray level distribution of image,the gray transformation is done during histogram equalization.Finally,the enhanced image is obtained.Compared with histogram equalization(HE),histogram double equalization(HDE) and plateau histogram equalization(PE),the simulation results demonstrate that the image enhancement effect of this method has obvious superiority.At the same time,its operation speed is fast and real-time ability is excellent. 展开更多
关键词 Graphic methods imaging systems Infrared imaging
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CONSTRAINED VITERBI ALGORITHM AND ITS APPLICATION TO ERROR RESILIENT TRANSMISSION OF SPIHT CODED IMAGES 被引量:1
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作者 周霆 许明 +1 位作者 陈东侠 余轮 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2008年第2期155-159,共5页
To overcome some drawbacks of Viterbi algorithm (VA), such as exponential growing complexity of decoding, and its poor performance under bad channel conditions, some available known information must be used as cons... To overcome some drawbacks of Viterbi algorithm (VA), such as exponential growing complexity of decoding, and its poor performance under bad channel conditions, some available known information must be used as constrained condition and apriori knowledge for decoding. A new constrained VA is proposed by adding con- straint bits directly for conventional codec. Compared with the conventional VA, under the bad channel condi- tion, the proposed scheme can improve the peak signal to noise ratio (PSNR) of the decoding image 2--10 dB by changing the number of constrained bits. Experimental results show that it is an efficient error-controlling way for the transmission of set partitioning in hierarchical trees (SPIHT) coded image. 展开更多
关键词 Viterbi algorithm(VA) image communication systems constrained Viterbi algorithm(C-VA) set partitioning in hierachical trees(SPIHT)
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Biomedical applications of Jones-matrix tomography to polycrystalline films of biological fuids 被引量:1
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作者 V.A.Ushenko A.Yu.Sdobnov +7 位作者 W.D.Mishalov A.V.Dubolazov O.V.Olar V.T.Bachinskyi A.G.Ushenko Yu.A.Ushenko O.Ya.Wanchuliak I.Meglinsk 《Journal of Innovative Optical Health Sciences》 SCIE EI CAS 2019年第6期72-84,共13页
Algorithms for reconstruction of linear and circular birefringence-dichroism of optically thin anisotropic biological layers are presented.The technique of Jones matrix tomography of poly-crystalline films of biologic... Algorithms for reconstruction of linear and circular birefringence-dichroism of optically thin anisotropic biological layers are presented.The technique of Jones matrix tomography of poly-crystalline films of biological fuids of various human organs has been developed and experimentally tested.The coordinate distributions of phase and amplitude anisotropy of bile films and synovial fuid taken from the knee joint are determined and statistically analyzed.Criteria(statistical moments of 3rd and 4th orders)of differential diagnostics of early stages of cholelithiasis and septic arthritis of the knee joint with excellent balanced accuracy were determined.Data on the diagnostic fficiency of the Jones matrix tomography method for polyerystalline plasma(liver disease),urine(albuminuria)and cytological smears(cervical cancer)are presented. 展开更多
关键词 POLARIZATION Fourier optics and signal processing imaging systems medical and biological imnaging
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Depth perception on fundus images using a single-channel stereomicroscopy
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作者 Edalat Radfar Hyunseon Yu +2 位作者 Tien Son Ho Seung Ho Choi Byungjo Jung 《Journal of Innovative Optical Health Sciences》 SCIE EI CAS 2021年第3期68-76,共9页
Typical fundus photography produces a two-dimensional image.This makes it difficult to observe the microvascular and neural abnormalities,because the depth of the image is missing.To provide depth appreciation,we deve... Typical fundus photography produces a two-dimensional image.This makes it difficult to observe the microvascular and neural abnormalities,because the depth of the image is missing.To provide depth appreciation,we develop a single-channel stereoscopic fundus video imaging sys-tem based on a rotating refractor.With respect to the pupil center,the rotating refractor laterally displaces the optical path and the illumination.This allows standard monocular fundus cameras to generate stereo-parallax and image disparity through sequential image acquisition.We opti-mize our imaging system,characterize the stereo-base,and image an eyeball model and a rabbit eye.When virtual realities are considered,our imaging system can be a simple yet efficient technique to provide depth perception in a virtual space that allows users to perceive abnor-malities in the eye fundus. 展开更多
关键词 imaging systems ophthalmic optics and devices REFRACTION vision-binocular and stereopsis
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IMAGE IMPROVEMENT IN THE WAVELET DOMAIN FOR OPTICAL COHERENCE TOMOGRAMS
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作者 YINGLI WANG YANMEI LIANG +1 位作者 JINGYI WANG SHU ZHANG 《Journal of Innovative Optical Health Sciences》 SCIE EI CAS 2011年第1期73-78,共6页
In this paper,an image processing method for improving the quality of optical coherence tomography(OCT)images is proposed.Wavelet denoising based on context modeling and contrast enhancement by means of the contrast m... In this paper,an image processing method for improving the quality of optical coherence tomography(OCT)images is proposed.Wavelet denoising based on context modeling and contrast enhancement by means of the contrast measure in the wavelet domain is carried out on the OCT images in succession.Three parameters are selected to assess the effectiveness of the method.It is shown from the results that the proposed method can not only enhance the contrast of images,but also improve signal-to-noise ratio.Compared with two other typical algorithms,it has the best visual effect. 展开更多
关键词 Optical coherence tomography noise in imaging systems image enhancement WAVELETS
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X-ray photon counting detectors for preclinical and clinical applications
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作者 REN Liqiang LIU Hong 《Instrumentation》 2016年第4期43-54,共12页
Photon counting detectors(PCDs) have attained w ide use in X-ray imaging for various preclinical and clinical applications in the past decade. This paper briefly review s the preclinical and clinical applications of P... Photon counting detectors(PCDs) have attained w ide use in X-ray imaging for various preclinical and clinical applications in the past decade. This paper briefly review s the preclinical and clinical applications of PCDs based X-ray imaging systems.Starting with an introduction of X-ray single photon detection mechanism,the brief review first describes tw o major advantages of utilizing PCDs: photon energy resolving capability and electronic noise elimination. Compared to energy integrating detectors(EIDs),the aforementioned advantages make PCDs more favorable in X-ray imaging with profound benefits such as enhanced tissue contrast,decreased image noise,increased signal to noise ratio,decreased radiation dose to the small animals and patients,and more accurate material decomposition. The utilizations of PCDs in X-ray projection radiography and computed tomography(CT)including micro-CT,dedicated breast CT,K-edge CT,and clinical CT are then review ed for the imaging applications ranging from phantoms to small animals and humans. In addition,optimization methods aiming to improve the imaging performance using PCDs are briefly review ed. PCDs are not flaw less though,and their limitations are also discussed in this review. Nevertheless,PCDs may continuously contribute to the advancement of X-ray imaging techniques in future preclinical and clinical applications. 展开更多
关键词 Photon counting detectors(PCDs) energy integrating detectors(EIDs) X-ray imaging systems preclinical and clinical application
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Progress and applications of ghost imaging with classical sources: a brief review [Invited]
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作者 Weitao Liu Wenlin Gong +2 位作者 Zhentao Liu Shuai Sun Zhenwu Nie 《Chinese Optics Letters》 CSCD 2024年第11期24-35,共12页
Study on optical correlation function initiates the development of many quantum techniques, with ghost imaging(GI) being one of the great achievements. Upon the first demonstration with entangled sources, the physics ... Study on optical correlation function initiates the development of many quantum techniques, with ghost imaging(GI) being one of the great achievements. Upon the first demonstration with entangled sources, the physics and improvements of GI attracted much interest. Among existing studies, GI with classical sources provoked debates and ideas to the most extent.Toward better understanding and practical applications of GI, fundamental theory, various designs of illumination patterns as well as reconstruction algorithms, demonstrations and field tests have been reported, with the topic of GI very much enriched. In this paper, we try to sketch the evolution of GI, focusing mainly on the basic idea, the properties and superiority,progress toward applications of GI with classical sources, and provide our discussion looking into the future. 展开更多
关键词 ghost imaging imaging systems coherence theory.
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Visual Person Identification Using a Distance-dependent Appearance Model for a Person Following Robot 被引量:5
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作者 Junji Satake Masaya Chiba Jun Miura 《International Journal of Automation and computing》 EI CSCD 2013年第5期438-446,共9页
This paper describes a person identifcation method for a mobile robot which performs specifc person following under dynamic complicated environments like a school canteen where many persons exist.We propose a distance... This paper describes a person identifcation method for a mobile robot which performs specifc person following under dynamic complicated environments like a school canteen where many persons exist.We propose a distance-dependent appearance model which is based on scale-invariant feature transform(SIFT) feature.SIFT is a powerful image feature that is invariant to scale and rotation in the image plane and also robust to changes of lighting condition.However,the feature is weak against afne transformations and the identifcation power will thus be degraded when the pose of a person changes largely.We therefore use a set of images taken from various directions to cope with pose changes.Moreover,the number of SIFT feature matches between the model and an input image will decrease as the person becomes farther away from the camera.Therefore,we also use a distance-dependent threshold.The person following experiment was conducted using an actual mobile robot,and the quality assessment of person identifcation was performed. 展开更多
关键词 Mobile robots image processing intelligent systems identifcation scale-invariant feature transform(SIFT)feature
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An image compression method for space multispectral time delay and integration charge coupled device camera
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作者 李进 金龙旭 张然峰 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第6期360-365,共6页
Multispectral time delay and integration charge coupled device (TDICCD) image compression requires a low- complexity encoder because it is usually completed on board where the energy and memory are limited. The Cons... Multispectral time delay and integration charge coupled device (TDICCD) image compression requires a low- complexity encoder because it is usually completed on board where the energy and memory are limited. The Consultative Committee for Space Data Systems (CCSDS) has proposed an image data compression (CCSDS-IDC) algorithm which is so far most widely implemented in hardware. However, it cannot reduce spectral redundancy in mukispectral images. In this paper, we propose a low-complexity improved CCSDS-IDC (ICCSDS-IDC)-based distributed source coding (DSC) scheme for multispectral TDICCD image consisting of a few bands. Our scheme is based on an ICCSDS-IDC approach that uses a bit plane extractor to parse the differences in the original image and its wavelet transformed coefficient. The output of bit plane extractor will be encoded by a first order entropy coder. Low-density parity-check-based Slepian-Wolf (SW) coder is adopted to implement the DSC strategy. Experimental results on space multispectral TDICCD images show that the proposed scheme significantly outperforms the CCSDS-IDC-based coder in each band. 展开更多
关键词 multispectral CCD images Consultative Committee for Space Data systems - image data compression (CCSDS-IDC) distributed source coding (DSC)
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High-speed multimode fiber imaging system based on conditional generative adversarial network 被引量:7
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作者 Zhenming Yu Zhenyu Ju +3 位作者 Xinlei Zhang Ziyi Meng Feifei Yin Kun Xu 《Chinese Optics Letters》 SCIE EI CAS CSCD 2021年第8期1-5,共5页
The multimode fiber(MMF)has great potential to transmit high-resolution images with less invasive methods in endoscopy due to its large number of spatial modes and small core diameter.However,spatial modes crosstalk w... The multimode fiber(MMF)has great potential to transmit high-resolution images with less invasive methods in endoscopy due to its large number of spatial modes and small core diameter.However,spatial modes crosstalk will inevitably occur in MMFs,which makes the received images become speckles.A conditional generative adversarial network(GAN)composed of a generator and a discriminator was utilized to reconstruct the received speckles.We conduct an MMF imaging experimental system of transmitting over 1 m MMF with a 50μm core.Compared with the conventional method of U-net,this conditional GAN could reconstruct images with fewer training datasets to achieve the same performance and shows higher feature extraction capability. 展开更多
关键词 fiber optics imaging imaging systems deep learning conditional generative adversarial network
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