• Title/Summary/Keyword: Actual Resolution

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Hybrid-Domain High-Frequency Attention Network for Arbitrary Magnification Super-Resolution (임의배율 초해상도를 위한 하이브리드 도메인 고주파 집중 네트워크)

  • Yun, Jun-Seok;Lee, Sung-Jin;Yoo, Seok Bong;Han, Seunghwoi
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.25 no.11
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    • pp.1477-1485
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    • 2021
  • Recently, super-resolution has been intensively studied only on upscaling models with integer magnification. However, the need to expand arbitrary magnification is emerging in representative application fields of actual super-resolution, such as object recognition and display image quality improvement. In this paper, we propose a model that can support arbitrary magnification by using the weights of the existing integer magnification model. This model converts super-resolution results into the DCT spectral domain to expand the space for arbitrary magnification. To reduce the loss of high-frequency information in the image caused by the expansion by the DCT spectral domain, we propose a high-frequency attention network for arbitrary magnification so that this model can properly restore high-frequency spectral information. To recover high-frequency information properly, the proposed network utilizes channel attention layers. This layer can learn correlations between RGB channels, and it can deepen the model through residual structures.

Raw Sensor Single Image Super Resolution Using Color Corrector-Attention Network (코렉터 어텐션 네트워크을 이용한 로우 센서 영상 초해상화 기법)

  • Paul Shin;Teaha Kim;Yeejin Lee
    • Journal of Broadcast Engineering
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    • v.28 no.1
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    • pp.90-99
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    • 2023
  • In this paper, we propose a super resolution network for raw sensor image which data size is lower comparatively to RGB image. But the actual capabilities of raw image super resolution depends on color correction because its absent of camera post processing that leads to unintended result having different white balance, saturation, etc. Thus, we introduce novel color corrector attention network by adopting the idea of precedent raw super resolution research, and tune to the our faced problem from data specification. The result is not superior to former researches but shows decent output on certain performance matrix. In the same time, we encounter new challenging problem of unexpected shadowing artifact around image objects that cause performance declination despite its good result overall. This problem remains a task to be solved in the future research.

Development of compound eye image quality improvement based on ESRGAN (ESRGAN 기반의 복안영상 품질 향상 알고리즘 개발)

  • Taeyoon Lim;Yongjin Jo;Seokhaeng Heo;Jaekwan Ryu
    • Journal of the Korea Computer Graphics Society
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    • v.30 no.2
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    • pp.11-19
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    • 2024
  • Demand for small biomimetic robots that can carry out reconnaissance missions without being exposed to the enemy in underground spaces and narrow passages is increasing in order to increase the fighting power and survivability of soldiers in wartime situations. A small compound eye image sensor for environmental recognition has advantages such as small size, low aberration, wide angle of view, depth estimation, and HDR that can be used in various ways in the field of vision. However, due to the small lens size, the resolution is low, and the problem of resolution in the fused image obtained from the actual compound eye image occurs. This paper proposes a compound eye image quality enhancement algorithm based on Image Enhancement and ESRGAN to overcome the problem of low resolution. If the proposed algorithm is applied to compound eye image fusion images, image resolution and image quality can be improved, so it is expected that performance improvement results can be obtained in various studies using compound eye cameras.

A Study on the Application Method of Look-up Table to Color Proofing Systems (컬러교정인쇄에 대한 룩업테이블의 적용방법에 관한 연구)

  • 송경철;강상훈
    • Journal of the Korean Graphic Arts Communication Society
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    • v.18 no.1
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    • pp.35-45
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    • 2000
  • Recently, as the prepress mainstream is changed to the digital workflow, various digital proofing systems such as high price dye sublimation printers and low price ink jet printers are widely used in printing industry. However, most of the digital proofing devices have lower resolution than analog proofing systems and differ with actual color presses in the color gamuts. Therefore, proper color compensations are needed for digital color proofing in order to match colors between the proofs and the press sheets. This study shows the application method of Look-up Table to the digital color proofer of Rainbow, the analog proofer of Matchprint-II, and an actual offset press is effective on the color compensations.

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Application of Quantitative Indices for Urban Environment Analysis in the Consideration of Remote Sensed Imagery: Accessibility and Connectivity

  • Lee, Ki-Won;Oh, Se-Kyung
    • Proceedings of the KSRS Conference
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    • 2003.11a
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    • pp.228-230
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    • 2003
  • In this study, uses of remote sensed imagery in urban environment analysis are represented with the actual processed results with newly implemented programs running under ESRI ArcView-GIS to extract secondary information about mainly urban transportation environment. Implemented programs are about Accessibility index and Connectivity index. Accessibility index and Connectivity index are composed of four types of different algorithms and three types of algorithms such as alpha, gamma, and shimmel index. As show applied examples, tried to find out how remotely sensed imageries can be effectively utilized at actual processing in the direct or indirect ways in these algorithms.

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Position Control of Linear Induction Motor with Cage-type Secondary Using Direct Thrust Control (DTC를 이용한 농형 선형유도전동기의 위치 제어)

  • Kim, Kyung-Min;Park, Seung-Chan
    • Proceedings of the KIEE Conference
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    • 2004.10a
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    • pp.9-11
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    • 2004
  • This paper presents a position control system for a linear induction motor(LIM) with cage-type secondary using direct thrust control(DTC). The position controller, that combines the merits of integral-proportional(IP) speed control, is designed for the LIM. The actual position of the LIM is defected by the linear scale the resolution of 100. Thrust correction coefficient due to the end effect of the LIM is utilized in estimating actual thrust. As a result, responses of the position, speed, thrust, and flux are shown.

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Design of Fuzzy Logic System for the Steam Generator Water Level Control of Nuclear Power Plants (원전 증기발생기 수위제어를 위한 퍼지 논리 시스템 설계)

  • Song, Un-Ji;Kwan, Dae-Hwan;Zheng, Bin;Yoo, Seog-Hwan;Choi, Byung-Jae
    • Proceedings of the KIEE Conference
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    • 2005.10b
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    • pp.328-330
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    • 2005
  • Most of the water level controllers of the actual plant are PID controllers. But they have limitations in appling for tracking the set point and getting rid of disturbances, so there are some defects to apply in the actual ground even though many research works represented the resolution to solve it. In this paper, we design a fuzzy logic system (FLS) for controlling the steam generator water level in nuclear power plants. Some computer simulations reveal similar performance with the conventional PID controller.

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Bounding volume estimation algorithm for image-based 3D object reconstruction

  • Jang, Tae Young;Hwang, Sung Soo;Kim, Hee-Dong;Kim, Seong Dae
    • IEIE Transactions on Smart Processing and Computing
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    • v.3 no.2
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    • pp.59-64
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    • 2014
  • This paper presents a method for estimating the bounding volume for image-based 3D object reconstruction. The bounding volume of an object is a three-dimensional space where the object is expected to exist, and the size of the bounding volume strongly affects the resolution of the reconstructed geometry. Therefore, the size of a bounding volume should be as small as possible while it encloses an actual object. To this end, the proposed method uses a set of silhouettes of an object and generates a point cloud using a point filter. A bounding volume is then determined as the minimum sphere that encloses the point cloud. The experimental results show that the proposed method generates a bounding volume that encloses an actual object as small as possible.

Simulation of Block Logistics at a Big Shipyard (대형 조선소의 블록 물류 시뮬레이션)

  • Song, Chang-Sub;Kang, Yong-Woo
    • Korean Journal of Computational Design and Engineering
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    • v.14 no.6
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    • pp.374-381
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    • 2009
  • To meet the soaring demand recently, South Korea big shipbuilders are examining two things. One is new investment in plant and equipment. The other is replacement of production resources. Considering plant & equipment investment and replacement of production resources, even if actual production ability would be enough, the real output could be affected by limitation of logistics with lack of analysis. As we set up big shipyard in virtual space, we could perform actual production by using confirm production plan in virtual space. We've analyzed the load of block stock, load of road and load of transporter for logistics effects are followed by production increase. This research is to determine the possible problems of those analyzed results and to present the resolution using the current layout. And then modified yard layout, we reanalyzed previous three logistics effects. This simulation model could help administrator to make rational decision for changing yard layout.

Speed Control of Linear Induction Motor with Cage-type Secondary Using Direct Thrust Control (직접 추력 제어에 의한 농형 선형 유도 전동기의 속도 제어)

  • Kim Kyung-Min;Park Seung-Chan
    • Proceedings of the KIEE Conference
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    • summer
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    • pp.920-922
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    • 2004
  • This paper presents a speed control system for a linear induction motor(LIM) with cage-type secondary using direct thrust control(DTC). The actual speed of the LIM is detected by the linear scale with the resolution of $100{\mu}m$. Thrust correction coefficient due to the end effect of the LIM is utilized in estimating actual thrust. As a result, responses of the thrust, current, speed, and flux are shown.

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