• Title/Summary/Keyword: EDGE detector

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Biological Image Edge Extraction Based on Adaptive Beamlet Transform

  • Nguyen, Van Hau;Woo, Kyung-Haeng;Choi, Won-Ho
    • Journal of the Institute of Convergence Signal Processing
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    • v.12 no.2
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    • pp.83-90
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    • 2011
  • In cell biology area, microscopy enables detecting objects inside cells that are stained or fluorescently tagged. It is disadvantageous for observing these objects because of the noisy characteristics of their environmental surrounding. In this paper, a framework is proposed to increase the throughput and reliability for analysis of these images. First, we apply adaptive beamlet transform to extract edges meaningfully followed by orientation, location, and length in different scales. Then, a post-process is implemented to extend and map them onto original image. Our proposed scheme is compared with Canny edge detector and conventional beamlet transform from four evaluation aspects. It produces better results when experiments are conducted on real images. Much better results for observing internal parts make this framework competitive for analysis of cell images.

A Scene-Specific Object Detection System Utilizing the Advantages of Fixed-Location Cameras

  • Jin Ho Lee;In Su Kim;Hector Acosta;Hyeong Bok Kim;Seung Won Lee;Soon Ki Jung
    • Journal of information and communication convergence engineering
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    • v.21 no.4
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    • pp.329-336
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    • 2023
  • This paper introduces an edge AI-based scene-specific object detection system for long-term traffic management, focusing on analyzing congestion and movement via cameras. It aims to balance fast processing and accuracy in traffic flow data analysis using edge computing. We adapt the YOLOv5 model, with four heads, to a scene-specific model that utilizes the fixed camera's scene-specific properties. This model selectively detects objects based on scale by blocking nodes, ensuring only objects of certain sizes are identified. A decision module then selects the most suitable object detector for each scene, enhancing inference speed without significant accuracy loss, as demonstrated in our experiments.

Analysis of the Timing Detector's Characteristics of the Modified BECM(M-BECM) Algorithm (M-BECM의 타이밍 검출기 출력 특성 분석)

  • 이경하;김용훈;최형진
    • Journal of the Korean Institute of Telematics and Electronics S
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    • v.34S no.7
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    • pp.28-38
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    • 1997
  • Previously, we have proposed the M-BECM(Modified-Band Edge Component Maximization), which is a symbol synchronization algorithm based on spectral line method for all-digital high speed digital communications. However, Until now, the characteristics of the timing detector based on the spectral line method including M-BECM was not analyzed, particularly the effect of a timing offset at the optimal convergence pont. In this paper, we analyze the timing dtector's characteristics of the M-BECM and present optimal design value. First, the expression for the timing detector's mean value(often called its S-Curver) as a function of the normalized symbol timing offset is derived. Next, the P $D_{bias}$, the value for compensating the timing offset at an optimal convergence point, and the bandwidth of bandpass filter in the timing detector are calculated. It is also shown and analyzed that the P $D_{bias}$ is affected by varuous factors such as the excess bandwidth of input signal, frequency offsets, noise and particularly, the excess bandwidth of input signal is a major parameter to decide P $D_{bias}$. Finally, analytic resutls are compared to simulation results.

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A Watermark Embedding Technique for Still Images Using Cross-Reference Points (교차 참조 점을 이용한 정지영상의 워터마크 삽입기법)

  • Lee, Hang-Chan
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.55 no.4
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    • pp.165-172
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    • 2006
  • In this paper we present a technique for detecting cross-reference points that allows improving watermark detect-ability. In general, Harris detector is commonly used for finding salient points. Harris detector is a kind of combined corner and edge detector which is based on neighboring image data distribution, therefore it has some limitation to find accurate salient points after watermark embedding or any kinds of digital attacks. The new method proposed in this paper used not data distribution but geometrical structure of a normalized image in order to avoid pointing error caused by the distortion of image data. After normalization, we constructed pre-specified number of virtual lines from top to bottom and left to right, and several of cross points were selected by a random key. These selected points specify almost same positions with the accuracy more than that of Harris detector after digital attacks. These points were arranged by a random key, and blocks centered in these points were formed. A reference watermark is formed by a block and embedded in the next block. Because same alteration is applied to the watermark generated and embedded blocks. the detect-ability of watermark is improved even after digital attacks.

Design of low jitter CDR using a single edge binary phase detector (단일 에지 이진위상검출기를 사용한 저 지터 클록 데이터 복원 회로 설계)

  • An, Taek-Joon;Kong, In-Seok;Im, Sang-Soon;Kang, Jin-Ku
    • Journal of IKEEE
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    • v.17 no.4
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    • pp.544-549
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    • 2013
  • This paper describes a modified binary phase detector (Bang-Bang phase detector - BBPD) for jitter reduction in clock and data recovery (CDR) circuits. The proposed PD reduces ripples in the VCO control voltage resulting in reduced jitter for CDR circuits. A 2.5 Gbps CDR circuit with a proposed BBPD has been designed and verified using Dongbu $0.13{\mu}m$ CMOS technology. Simulation shows the CDR with proposed PD recovers data with peak-to-peak jitter of 10.96ps, rms jitter of 0.86ps, and consumes 16.9mW.

A Study on the Material Decomposition of Dual-Energy Iodine Image by Using the Multilayer X-ray Detector (다층구조 엑스선 검출기를 이용한 이중에너지 조영제 영상의 물질 구분에 관한 연구)

  • Kim, Jun-Woo
    • Journal of radiological science and technology
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    • v.44 no.5
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    • pp.465-471
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    • 2021
  • Dual-energy X-ray imaging (DEI) techniques can provide X-ray images that a certain material is suppressed or emphasized by combining two X-ray images obtained from two different x-ray spectrum. In this paper, a single-shot DEI, which uses stacked two detectors (i.e., multilayer detector), is proposed to reduce the patient dose and increase throughput in angiography. The polymethyl methacrylate (PMMA) and aluminum (Al) were selected as two basis materials for material decomposition, and material-specific images are reconstructed as a vector combination of these two materials. We investigate the contrast and noise performance of material-decomposed images using iodine phantoms with various concentrations and diameters. The single-shot DEI shows comparable performances to the conventional dual-shot DEI. In particular, the single-shot DEI shows edge enhancement in material-decomposed images due to the different spatial-resolution characteristics of upper and lower detectors. This study could be useful for designing the multilayer detector including scintillators and energy-separation filter for angiography purposes.

Text Region Extraction using Pattern Histogram of Character-Edge Map in Natural Images (문자-에지 맵의 패턴 히스토그램을 이용한 자연이미지에서의 텍스트 영역 추출)

  • Park, Jong-Cheon;Hwang, Dong-Guk;Lee, Woo-Ram;Kwon, Kyo-Hyun;Jun, Byoung-Min
    • Proceedings of the KAIS Fall Conference
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    • 2006.11a
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    • pp.220-224
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    • 2006
  • The text to be included in the natural images has many important information in the natural image. Therefore, if we can extract the text in natural images, It can be applied to many important applications. In this paper, we propose a text region extraction method using pattern histogram of character-edge map. We extract the edges with the Canny edge detector and creates 16 kind of edge map from an extracted edges. And then we make a character-edge map of 8 kinds that have a character feature with a combination of an edge map. We extract text region using 8 kinds of character-edge map and 16 kind of edge map. Verification of text candidate region uses analysis of a character-edge map pattern histogram and structural feature of text region. The method to propose experimented with various kind of the natural images. The proposed approach extracted text region from a natural images to have been composed of a complex background, various letters, various text colors effectively.

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The scanned point-detecting system for three-dimensional measurement of light emitted from plasplay panel (플라즈마 디스플레이 패널에서 방출되는 광의 3차원 측정을 위한 Scanned Point-Detecting System)

  • 최훈영;이석현;이승걸
    • Korean Journal of Optics and Photonics
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    • v.12 no.2
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    • pp.103-108
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    • 2001
  • In this paper, we designed and made the scanned point detecting system for 3-dimensional measurement of the light emitted from plasma display panel (PDP) , and we measured and analyzed 3-dimensional light emitted from a real PDP by using this scanned point detecting system. The scanned point detecting system has a point detector with a pinhole. The light emitted from the source at the in-focus position can pass through the pinhole and be collected by detector. The light from other sources at outof-focus positions is focused at points in front of or behind the pinhole, and thus it is intercepted by the pinhole. Therefore, we can detect light information from a particular point of a PDP cell of 3-dimensional structure. We know the electric field distribution inside the PDP cell from the 3-dimensionallight intensity distribution measured by using the scanned point detecting system. As the Z axial measurement increases, the intensity of light detected increases and intensity of light detected on the inside edge of the ITa electrode is larger than outside edge of the ITa eletrode and gap of the ITa electrodes. Also, as the measurement point moves from one barrier rib to another, the detected light is weaker near to the barrier ribs than at the center between the barrier ribs. The emitted light is concentrated at the center between barrier ribs. ribs.

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Image Correction Method for Segmented Linear Detector (모듈로 구성된 선형 검출기의 영상보정 방법)

  • Chon, Kwon-Su;Oh, Suk-Sim;Jin, Wang-Youn
    • Journal of the Korean Society of Radiology
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    • v.16 no.2
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    • pp.163-168
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    • 2022
  • Linear detectors composed of several modules have been widely used in industrial in-line inspection. Two dimensional image obtained from the linear detector shows line artifact at the connection part of each module. In this study, we proposed a method to remove the line artifact using the flat-field correction and a wedge phantom image. Conventional flat-field correction has been applied to remove the artifact, however there are still line artifacts even after applying correction. It was found that two edge pixels at the connection part of two modules were over-corrected after the flat-field correction. Those edge pixels was corrected by using the correction factor obtained from an image of the wedge phantom, and images removed line artifacts were obtained. It is necessary to improve the method obtained manually the correction factor from the image of the wedge phantom.

A 166MHz Phase-locked Loop-based Frequency Synthesizer (166MHz 위상 고정 루프 기반 주파수 합성기)

  • Minjun, Cho;Changmin, Song;Young-Chan, Jang
    • Journal of IKEEE
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    • v.26 no.4
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    • pp.714-721
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    • 2022
  • A phase-locked loop (PLL)-based frequency synthesizer is proposed for a system on a chip (SoC) using multi-frequency clock signals. The proposed PLL-based frequency synthesizer consists of a charge pump PLL which is implemented by a phase frequency detector (PFD), a charge pump (CP), a loop filter, a voltage controlled oscillator (VCO), and a frequency divider, and an edge combiner. The PLL outputs a 12-phase clock by a VCO using six differential delay cells. The edge combiner synthesizes the frequency of the output clock through edge combining and frequency division of the 12-phase output clock of the PLL. The proposed PLL-based frequency synthesizer is designed using a 55-nm CMOS process with a 1.2-V supply voltage. It outputs three clocks with frequencies of 166 MHz, 83 MHz and 124.5MHz for a reference clock with a frequency of 20.75 MHz.