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Artificial Intelligence in Multimedia Content Generation: A Review of Audio and Video Synthesis Techniques 多媒体内容生成中的人工智能:音频和视频合成技术综述
IF 2.2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-03 DOI: 10.1002/jsid.2111
Charles Ding, Rohan Bhowmik

Recent breakthroughs in generative AI have markedly elevated the realism and controllability of synthetic media. In the visual modality, long-context attention mechanisms and diffusion-style refinements now deliver videos with superior temporal consistency, spatial coherence, and high-resolution detail. These techniques underpin an expanding set of applications ranging from text-guided storyboarding and animation to engineering visualization and virtual prototyping. In the audio modality, token-based representations combined with hierarchical decoding enable the direct production of faithful speech, music, and ambient sound from textual prompts, powering rapid voice-over creation, personalized music, and immersive soundscapes. The frontier is shifting toward unified audio–visual pipelines that synchronize imagery with dialog, sound effects, and ambience, promising end-to-end tooling for a wide variety of applications such as education, simulation, entertainment, and accessible content production. This review surveys these advances across modalities and outlines future research directions focused on improving generation efficiency, coherence, and controllability across modalities.

最近在生成人工智能方面的突破显著提高了合成媒体的真实感和可控性。在视觉模式中,长上下文注意机制和扩散风格的改进现在提供了具有卓越的时间一致性、空间一致性和高分辨率细节的视频。这些技术支撑着一组扩展的应用程序,从文本引导的故事板和动画到工程可视化和虚拟原型。在音频模式中,基于符号的表示与分层解码相结合,可以直接从文本提示中生成忠实的语音、音乐和环境声音,从而为快速画外音创作、个性化音乐和沉浸式音景提供动力。前沿技术正在转向统一的视听管道,将图像与对话、声音效果和环境同步,为各种各样的应用(如教育、模拟、娱乐和可访问内容生产)提供端到端工具。本文综述了这些跨模式的进展,并概述了未来的研究方向,重点是提高跨模式的发电效率、一致性和可控性。
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引用次数: 0
Oxide TFT-Based Micro-LED Pixel Circuit With Piecewise Linear Sweep Slope Signal for Improved Low Gray-Level Expression 基于氧化物tft的分段线性扫描斜率信号微led像素电路改进低灰度表达
IF 2.2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-24 DOI: 10.1002/jsid.2110
Jaybum Kim, Kyeong-Soo Kang, Ji-Hwan Park, Chanjin Park, Minji Kim, Soo-Yeon Lee

In this paper, we present an amorphous indium-gallium-zinc-oxide (a-IGZO) based pulse width modulation (PWM) pixel circuit for micro light-emitting diode (micro-LED) displays, designed to enhance low gray-level expression. Conventional PWM circuits suffer from a long falling time, causing inaccurate gray-level representation. To address this, the proposed circuit employs a continuous piecewise linear sweep signal with two distinct slopes: a steeper slope for low gray levels and a shallower slope for mid-to-high gray levels. This approach reduces the falling time from 209 to 62 μs, enabling accurate gray-level expression down to 41 G without distortion. To prevent falling time distortion from sweep signal slope transitions, a newly proposed separation part divides the emission period into low and high gray phases. By maintaining a constant sweep signal slope within each phase, the circuit ensures stable emission and eliminates distortion. HSPICE simulation verifies the circuit operation and confirms that it maintains stable performance under threshold voltage variations.

在本文中,我们提出了一种基于非晶铟镓锌氧化物(a-IGZO)的脉冲宽度调制(PWM)像素电路,用于微发光二极管(micro- led)显示器,旨在增强低灰度表达。传统PWM电路下降时间长,导致灰度表示不准确。为了解决这个问题,所提出的电路采用连续的分段线性扫描信号,具有两个不同的斜率:低灰度级的斜率更陡,中高灰度级的斜率更浅。该方法将下降时间从209 μs减少到62 μs,使精确的灰度级表达降低到41 G而不失真。为了防止扫描信号斜率变换引起的时间畸变下降,提出了一种新的分离部分,将发射周期划分为低灰度相位和高灰度相位。通过在每个相位内保持恒定的扫描信号斜率,电路确保了稳定的发射并消除了失真。HSPICE仿真验证了电路的工作原理,并证实了电路在阈值电压变化下仍能保持稳定的性能。
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引用次数: 0
A Comprehensive VRR Dataset of Luminance Signals and Their Perceived Flicker Levels: Insights for Display and GPU Manufacturers 亮度信号及其感知闪烁水平的综合VRR数据集:显示器和GPU制造商的见解
IF 2.2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-18 DOI: 10.1002/jsid.2112
Hamid Reza Tohidypour, Frank Seto, Panos Nasiopoulos

The adoption of variable refresh rate (VRR) technology in displays—aimed at reducing input lag, minimizing video stuttering, and improving power efficiency—has introduced an unforeseen challenge: flicker caused by minor changes in luminance due to the varying duration of each frame. Existing industry flicker measuring metrics are inadequate, often overly restrictive or reliant on impractical subjective evaluations. This highlights the need for an accurate, objective flicker metric specifically designed for VRR displays. Developing such a metric requires a comprehensive dataset that captures a wide range of flicker intensities across different display technologies and luminance conditions. To facilitate this, we compiled a unique VRR dataset consisting of 160 signals, ranging from 2 to 40 cd/m2, along with perceived flicker levels obtained through extensive subjective testing, following a standard protocol defined in ITU-R BT.500-15. This dataset serves as a critical resource for flicker assessment, providing valuable insights for display manufacturers, and it is instrumental in advancing VRR technology. Our analysis revealed that JEITA, the most widely used flicker metric for VRR displays, correlates with subjective flicker perception at only 71.43%. This finding underscores the limitations of current metrics and the pressing need for a more reliable standard tailored to VRR technology.

在显示器中采用可变刷新率(VRR)技术——旨在减少输入延迟、最小化视频卡顿和提高电源效率——带来了一个无法预见的挑战:由于每帧持续时间的不同,亮度的微小变化会引起闪烁。现有的行业闪烁测量指标是不充分的,往往过于限制或依赖于不切实际的主观评估。这突出了对VRR显示器专门设计的精确、客观的闪烁度量的需求。开发这样一个度量标准需要一个全面的数据集,该数据集可以捕获不同显示技术和亮度条件下的大范围闪烁强度。为了促进这一点,我们编制了一个独特的VRR数据集,包括160个信号,范围从2到40 cd/m2,以及通过广泛的主观测试获得的感知闪烁水平,遵循ITU-R BT.500-15中定义的标准协议。该数据集可作为闪烁评估的重要资源,为显示器制造商提供有价值的见解,并有助于推进VRR技术。我们的分析显示,VRR显示器最广泛使用的闪烁度量JEITA与主观闪烁感知的相关性仅为71.43%。这一发现强调了当前指标的局限性,迫切需要针对VRR技术制定更可靠的标准。
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引用次数: 0
3D-Optical Simulation of MicroOLEDs With Multiple Dipoles Based on Finite Element Method 基于有限元法的多偶极微oled三维光学仿真
IF 2.2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-17 DOI: 10.1002/jsid.2115
Seyoung Yoon, Kyungmin Kim, Junho Kim, Zhaoning Yu, Donghee Nam, Seunghyup Yoo

Micro organic light-emitting diodes (microOLEDs) are gaining attention for next-generation augmented reality (AR) and virtual reality (VR) applications due to their compact form factors and high pixel density. However, traditional multilayer thin-film simulations—based on the assumption of dipole emitters embedded in infinite planar layers—fail to capture the three-dimensional optical effects of microOLEDs. This is primarily due to their micrometer-scale pixel size, which becomes comparable to the vertical dimensions of the device, and the presence of a pixel define layer (PDL). To address these limitations, finite element methods (FEM) and finite-difference time-domain (FDTD) methods are commonly employed. However, these methods typically demand substantial computational resources, limiting their uses to the illustration of specific optical characteristics and trends rather than enabling a full quantitative analysis. This study introduces an optimized FEM-based simulation method for micro-scale OLEDs embedded with multiple dipole sources. By incorporating randomly distributed dipole sources with varied positions, orientations, and relative phases, the proposed approach enables accurate far-field radiation pattern calculations while significantly reducing computational burden and simulation time, offering a promising pathway toward comprehensive optical analysis of microOLEDs and thus improving the understanding of light extraction and propagation at the micro-pixel level.

微型有机发光二极管(microoled)由于其紧凑的外形和高像素密度,在下一代增强现实(AR)和虚拟现实(VR)应用中越来越受到关注。然而,传统的多层薄膜模拟基于偶极子发射体嵌入无限平面层的假设,无法捕捉到微oled的三维光学效应。这主要是由于它们的微米级像素尺寸,可以与设备的垂直尺寸相媲美,并且存在像素定义层(PDL)。为了解决这些局限性,通常采用有限元方法(FEM)和时域有限差分方法(FDTD)。然而,这些方法通常需要大量的计算资源,限制了它们的用途,只能说明特定的光学特性和趋势,而不能进行全面的定量分析。介绍了一种优化的基于有限元法的多偶极子源嵌入式微尺度oled仿真方法。通过结合不同位置、方向和相对相位的随机分布偶极子源,该方法能够精确地计算远场辐射方向图,同时显著减少计算负担和模拟时间,为微oled的综合光学分析提供了一条有希望的途径,从而提高了对微像素级光提取和传播的理解。
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引用次数: 0
Study of Far-Field Electroluminescence Emission to Enhance Micro-LED Performance 提高微型led性能的远场电致发光研究
IF 2.2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-08 DOI: 10.1002/jsid.2114
Fabian Rol, Stéphane Altazin, Nicolas Michit, Bastien Miralles, Clément Ballot, Bernard Aventurier, Paolo De Martino, Patrick Le Maitre, Julia Simon

This study investigates the angular dependence of far-field electroluminescence (EL) emission in InGaN/GaN LEDs and micro-LEDs to enhance their performance for micro-display and visible optical communication applications. We developed a measurement setup to analyze far-field EL emission across various wavelengths and compared the results with 1D optical simulations. This approach allowed us to observe the well-known dependence of emission directivity and light extraction efficiency (LEE) on the structural parameters of flip-chip LEDs, particularly the thicknesses of p-GaN and n-GaN layers, and to quantify the impact of total thickness variation resulting from wafer thinning processes. Using larger LEDs, the test vehicle offers a valuable tool for designing micro-LEDs with the desired directivity and for process monitoring. We also observed that the angular dependence of far-field emission varies with the applied bias and demonstrated how this could affect wafer-level micro-LED characterizations. Finally, we showed that the far-field EL emission of micro-LEDs progressively deviates from the description by a 1D optical cavity alone, suggesting an increasing influence of the limited size and necessitating 3D-FDTD simulations to accurately model both vertical cavity and sidewall effects. However, for sizes down to 5 μm, the directivity predicted by a 1D model seems roughly preserved.

本研究研究了InGaN/GaN led和微型led远场电致发光(EL)发射的角度依赖性,以提高其在微显示和可见光通信应用中的性能。我们开发了一个测量装置来分析不同波长的远场EL发射,并将结果与一维光学模拟进行了比较。这种方法使我们能够观察到众所周知的发射指向性和光提取效率(LEE)对倒片led结构参数的依赖,特别是p-GaN和n-GaN层的厚度,并量化晶圆变薄过程导致的总厚度变化的影响。使用更大的led,测试车辆为设计具有所需指向性和过程监控的微型led提供了有价值的工具。我们还观察到远场发射的角依赖性随应用偏置的变化而变化,并演示了这如何影响晶圆级微型led的表征。最后,我们发现微型led的远场EL发射逐渐偏离一维光腔的描述,这表明有限尺寸的影响越来越大,需要3D-FDTD模拟来准确模拟垂直腔和侧壁效应。然而,对于小于5 μm的尺寸,一维模型预测的指向性似乎大致保持不变。
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引用次数: 0
Effective E-Paper Driving Waveform Design Based on Dynamic Programming 基于动态规划的有效电子纸驱动波形设计
IF 2.2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-04 DOI: 10.1002/jsid.2113
Danling Kang, Xiaoyan Zhao, Xiaojie Wei, Hongxin Wu, Honghui Zhang, Tiesong Zhao

Electrophoretic display (EPD) driving involves controlling the electric field to drive the movement of charged particles in microcapsules, enabling image display and updates. The effectiveness of EPD technology relies on optimized driving waveform design to ensure display clarity and minimize response time. However, despite advancements, existing EPD techniques continue to face critical challenges such as ghost images, flicker, and long response times, all of which can detract from user experience. To address these issues, this paper proposes a novel EPD driving waveform design algorithm that integrates physical simulation and a dynamic programming approach. This algorithm is designed to identify the optimal driving path, thereby significantly reducing response time while effectively minimizing ghost images and flicker. Experimental results demonstrate that the proposed algorithm effectively mitigates ghost images and flicker, achieving shorter response time and higher display quality in 16-level grayscale print-style color EPD.

电泳显示(EPD)驱动包括控制电场来驱动微胶囊中带电粒子的运动,从而实现图像显示和更新。EPD技术的有效性依赖于优化的驱动波形设计,以确保显示清晰度和最小化响应时间。然而,尽管取得了进步,现有的EPD技术仍然面临着诸如鬼影、闪烁和长响应时间等关键挑战,所有这些都会影响用户体验。为了解决这些问题,本文提出了一种结合物理仿真和动态规划方法的新型EPD驱动波形设计算法。该算法旨在识别最优行驶路径,从而显著缩短响应时间,同时有效地减少鬼影和闪烁。实验结果表明,该算法有效地减轻了鬼影和闪烁,在16级灰度印刷风格彩色EPD中实现了更短的响应时间和更高的显示质量。
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引用次数: 0
Large-Area Hydrogenated Amorphous Silicon Schottky Photosensor Arrays for Display Integration 用于显示集成的大面积氢化非晶硅肖特基光传感器阵列
IF 2.2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-27 DOI: 10.1002/jsid.2116
Marco M. Dettling, Patrick Schalberger, Yannick Schellander, Norbert Fruehauf

In this work, a system for the real-time spatially resolved detection of visible light on a large area is realized on glass. Schottky photodiodes, consisting of hydrogenated amorphous silicon (a-Si:H) and molybdenum–tantalum (MoTa), are employed as detectors. The detectors exhibit an internal quantum efficiency of up to 70.96% and a response time smaller than 20 μs. The noise equivalent power was measured at 2.424e-10 W/√Hz. Process compatibility with commonly employed amorphous indium gallium zinc oxide (a-IGZO) and a-Si:H thin-film transistors (TFT) is shown. The driving and real-time readout of a photosensor array is demonstrated using a microcontroller and a current-input ADC.

本文在玻璃上实现了大面积可见光的实时空间分辨检测系统。采用由氢化非晶硅(a-Si:H)和钼钽(MoTa)组成的肖特基光电二极管作为探测器。该探测器的内量子效率高达70.96%,响应时间小于20 μs。测量噪声等效功率为2.424e-10 W/√Hz。显示了与常用的非晶铟镓氧化锌(a-IGZO)和a-Si:H薄膜晶体管(TFT)的工艺兼容性。使用微控制器和电流输入ADC演示了光敏传感器阵列的驱动和实时读出。
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引用次数: 0
High-Resolution Patterning via Electrohydrodynamic (EHD)-Jet Printing for Quantum Dot Light-Emitting Diodes 量子点发光二极管的电流体动力学(EHD)喷射打印高分辨率图案
IF 2.2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-15 DOI: 10.1002/jsid.2108
Yohan Kim, Manuel Gensler, Jiyong Kim, Christine Boeffel, Benjamin Heyne, Chul Jong Han, Kyoungwon Park, Min Suk Oh, Simon Ogier, Dan Sharkey, Armin Wedel

High-resolution printing technology is crucial for electroluminescent (EL) quantum dot light-emitting diodes (QD-LEDs) to be used in high-end display applications such as AR/VR displays. This study successfully demonstrates the patterning of PEDOT:PSS, ZnO nanoparticles (NPs), and InP-based QD/organic nanohybrids using electrohydrodynamic (EHD)-jet printing, fabricating top-emitting green conventional or inverted QD-LEDs on a PEN flexible substrate. The integration of a hydrophobic pixel defining layer and continuous-jet modes in the EHD-jet printing system enhances the patterning processability, showcasing the EL of patterned conventional and inverted QD-LEDs. Especially, the EL spectrum of an inverted QD-LED exhibits a sharp green emission at a peak wavelength of 542 nm, with a full width at half maximum (FWHM) of 46 nm. This indicates that the uniform layers were achieved through EHD-jet printing and balanced charge carriers in the device, despite the active layer consisting of not only InP-based QDs but also n-type and/or p-type organic transport materials. This research opens up new possibilities for the utilization of EHD-jet printing in various QD-LED structures for commercially viable printed display applications.

高分辨率印刷技术对于电致发光(EL)量子点发光二极管(qd - led)在AR/VR显示等高端显示应用中的应用至关重要。本研究成功地展示了PEDOT:PSS、ZnO纳米颗粒(NPs)和inp基QD/有机纳米杂化物的图案,利用电流体动力(EHD)喷射打印,在PEN柔性衬底上制造出顶部发光的绿色传统或反向QD- led。在ehd喷射打印系统中,疏水像素定义层和连续喷射模式的集成提高了图案的可加工性,展示了图案传统和倒置qd - led的EL。其中,倒转QD-LED的EL光谱在542 nm处呈现出明显的绿色发光,半峰宽为46 nm。这表明,尽管活性层不仅由inp基量子点组成,还由n型和/或p型有机输运材料组成,但通过ehd喷射打印和器件中的电荷载流子平衡实现了均匀层。这项研究为利用ehd喷射打印在各种QD-LED结构中实现商业上可行的印刷显示应用开辟了新的可能性。
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引用次数: 0
Time-Domain Analysis for Periodic and Aperiodic Display Flicker in Variable Refresh Rate Displays 可变刷新率显示器中周期性和非周期性闪烁的时域分析
IF 2.2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-01 DOI: 10.1002/jsid.2107
Hyosun Kim, Hyungsuk Hwang, Youra Kim, Yongwoo Yi

State-of-the-art displays are emerging with a technology called variable refresh rate (VRR) that supports a wider range of refresh rates, both above and below 60 Hz. While VRR can reduce power consumption, it can cause flicker issues for users when the refresh rate is lowered below 60 Hz or when the refresh rate is changed even above 60 Hz. Since users can perceive both types of flicker as similar image artifacts, we developed the integrated flicker index to predict them. We introduced time-domain analysis using impulse response functions (IRFs) to capture the onset of aperiodic luminance fluctuations in the VRR waveform and interpret human response to these fluctuations. In addition, based on the previous studies that display characteristics (e.g., luminance and size) affect flicker experience, we need to incorporate both effects of brightness and size into IRF. For this purpose, we utilized the converted IRFs from the TCSF model, which can explain these two effects. To validate the integrated flicker index, we conducted three experiments: flicker when the refresh rate is reduced below 60 Hz flicker (Exp1 and 2) and VRR flicker when the refresh rate is changed (Exp3). The results demonstrate that IRF converted from the appropriate TCSF could offer a more accurate prediction of flicker experience of VRR displays.

最先进的显示器正在采用一种称为可变刷新率(VRR)的技术,该技术支持60hz以上和低于60hz的更宽刷新率范围。虽然VRR可以降低功耗,但当刷新率低于60 Hz或当刷新率高于60 Hz时,它可能会给用户带来闪烁问题。由于用户可以将这两种类型的闪烁视为相似的图像伪影,因此我们开发了综合闪烁索引来预测它们。我们使用脉冲响应函数(irf)引入时域分析来捕捉VRR波形中非周期性亮度波动的开始,并解释人类对这些波动的反应。此外,基于以往显示特性(如亮度和尺寸)影响闪烁体验的研究,我们需要将亮度和尺寸的影响同时纳入IRF中。为此,我们利用从TCSF模型转换的irf,可以解释这两种效应。为了验证集成的闪烁指数,我们进行了三个实验:刷新率降低到60 Hz以下时的闪烁(Exp1和exp2)和刷新率改变时的VRR闪烁(Exp3)。结果表明,从适当的TCSF转换成的IRF可以更准确地预测VRR显示器的闪烁体验。
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引用次数: 0
Printed Chip Interconnects for MicroLED Displays 用于微型led显示屏的印刷芯片互连
IF 2.2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-28 DOI: 10.1002/jsid.2109
Kai Waldner, Holger Baur, Patrick Schalberger, Norbert Fruehauf, Emmanuel Fuchs, Prasanna Ramaswamy, Vincent Toomey, Sławomir Drozdek

This paper presents a newly developed process for interconnecting microICs with microLEDs through ultra-precise dispensing of conductive silver-based paste. Special cleaning and surface energy modification processes have been introduced to achieve interconnects with a width of 5 μm and a minimum pitch of 20 μm. The developed technology is part of the EU funded project “Building Active matrix MicroLED displays By Additive Manufacturing” (BAMBAM), which develops unique manufacturing technologies for realizing microLED displays without TFT backplanes.

本文介绍了一种通过超精密涂敷导电银基浆料实现微芯片与微型led互连的新工艺。引入了特殊的清洗和表面能改性工艺,实现了宽度为5 μm,最小间距为20 μm的互连。这项开发的技术是欧盟资助的“通过增材制造构建有源矩阵微型led显示屏”(BAMBAM)项目的一部分,该项目开发了独特的制造技术,用于实现没有TFT背板的微型led显示屏。
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引用次数: 0
期刊
Journal of the Society for Information Display
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