• 제목/요약/키워드: Image Decoding

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Scalable Interframe Wavelet Coding with Low Complex Spatial Wavelet Transform

  • Kim, Won-Ha;Jeong, Se-Yoon;Kim, Kyu-Heon
    • ETRI Journal
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    • 제28권2호
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    • pp.145-154
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    • 2006
  • In the decoding process associated with interframe wavelet coding, the inverse wavelet transform requires high computational complexity. However, as video technology starts to pervade all aspects of our lives, decoders are becoming required in various devices such as PDAs, notebooks, PCs, and set-top boxes. Therefore, a decoder's complexity needs to be adapted to the processor's computational power, and consequently a low-complexity codec is also required for scalable video coding. In this paper, we propose a method of controlling and lowering the complexity of the spatial wavelet transform while sustaining the same coding efficiency as that currently afforded. In addition, the proposed method may alleviate the ringing effect for slowly changing image sequences.

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Quasi-Orthogonal Space-Time Block Codes Designs Based on Jacket Transform

  • Song, Wei;Lee, Moon-Ho;Matalgah, Mustafa M.;Guo, Ying
    • Journal of Communications and Networks
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    • 제12권3호
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    • pp.240-245
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    • 2010
  • Jacket matrices, motivated by the complex Hadamard matrix, have played important roles in signal processing, communications, image compression, cryptography, etc. In this paper, we suggest a novel approach to design a simple class of space-time block codes (STBCs) to reduce its peak-to-average power ratio. The proposed code provides coding gain due to the characteristics of the complex Hadamard matrix, which is a special case of Jacket matrices. Also, it can achieve full rate and full diversity with the simple decoding. Simulations show the good performance of the proposed codes in terms of symbol error rate. For generality, a kind of quasi-orthogonal STBC may be similarly designed with the improved performance.

A Method of Combining Scrambling Technology with Error Control Coding to Realize Both Confidentiality and Reliability in Wireless M2M Communication

  • Zhang, Meng;Wang, Zhe;Guo, Menghan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제6권1호
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    • pp.162-177
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    • 2012
  • In this paper we present a novel method of applying image scrambling technology which belongs to the information hiding field in the error control coding to introduce confidentiality in wireless machine to machine communication. The interleaver in serial concatenated convolutional codes, which is the key module in overcoming burst errors, is deliberately designed with the scrambling function to provide a low error rate for those authorized transceivers. By contrast, the unauthorized transceivers without keys would get so high an error rate that decoding bits could bring little value, thus realizing both the confidentiality and reliability in wireless machine to machine communication.

Intra-picture Block-matching Method for Codebook-based Texture Compression

  • Cui, Li;Jang, Euee S.
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제10권10호
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    • pp.5063-5073
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    • 2016
  • In this paper, an efficient texture compression method is proposed for fast rendering, which exploits the spatial correlation among blocks through intra-picture block matching. Texture mapping is widely used to enhance the visual quality of results in real-time rendering applications. For fast texture mapping, it is necessary to identify an effective trade-off between compression efficiency and computational complexity. The conventional compression methods utilized for image processing (e.g., JPEG) provide high compression efficiency while resulting in high complexity. Thus, low complexity methods, such as ETC1, are often used in real-time rendering applications. Although these methods can achieve low complexity, the compression efficiency is still lower than that of JPEG. To solve this problem, we propose a texture compression method by reducing the spatial redundancy between blocks in order to achieve the better compression performance than ETC1 while maintaining complexity that is lower than that of JPEG. Experimental results show that the proposed method achieves better compression efficiency than ETC1, and the decoding time is significantly reduced compared to JPEG while similar to ETC1.

심장조영상 부호화에 관한 연구 (A Study on Angiographgy Coding)

  • 박상희;한영오;박현수;김형석;신중인
    • 대한의용생체공학회:의공학회지
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    • 제14권2호
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    • pp.177-183
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    • 1993
  • Medical imagies with high resolution are coded to be archived and communicated in MPACS. In this paper, we have studied on coding of Cardio-Angiography. Our coding technique is Subband-Vector Quantization. This techniques is irreversible coding method. This technique's advantages are removing blocking artifact and edge degradation, adapting for drastic image change because of dye injection, and fast decoding. We achieved good results for Cardio-Angiography data, but the study on more sophiscated motion estimation techniques and VQ techniques must be performed.

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지역적 이진패턴을 이용한 2차원 바코드 검출 알고리즘 (A 2-D Barcode Detection Algorithm based on Local Binary Patterns)

  • 최영규
    • 반도체디스플레이기술학회지
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    • 제8권2호
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    • pp.23-29
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    • 2009
  • To increase the data capacity of one-dimensional symbology, 2D barcodes have been proposed a decade ago. In this paper, a new 2D barcode detection algorithm based on Local Binary Pattern is presented. To locate 2D barcode symbols, a texture analysis scheme based on the Local Binary Pattern is adopted, and a gray-scale projection with sub-pixel operation is utilized to separate the symbol precisely from the input image. Finally, the segmented symbol is normalized using the inverse perspective transformation for the decoding process. The proposed method ensures high performances under various lighting/printing conditions and strong perspective deformations. Experiments show that our method is very robust and efficient in detecting the symbol area for the various types of 2D barcodes.

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Tobacco Retail License Recognition Based on Dual Attention Mechanism

  • Shan, Yuxiang;Ren, Qin;Wang, Cheng;Wang, Xiuhui
    • Journal of Information Processing Systems
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    • 제18권4호
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    • pp.480-488
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    • 2022
  • Images of tobacco retail licenses have complex unstructured characteristics, which is an urgent technical problem in the robot process automation of tobacco marketing. In this paper, a novel recognition approach using a double attention mechanism is presented to realize the automatic recognition and information extraction from such images. First, we utilized a DenseNet network to extract the license information from the input tobacco retail license data. Second, bi-directional long short-term memory was used for coding and decoding using a continuous decoder integrating dual attention to realize the recognition and information extraction of tobacco retail license images without segmentation. Finally, several performance experiments were conducted using a largescale dataset of tobacco retail licenses. The experimental results show that the proposed approach achieves a correction accuracy of 98.36% on the ZY-LQ dataset, outperforming most existing methods.

Decoding the Branded App Engagement Process: A Grounded Theory Approach

  • Harish Kumar;Nikhita Tuli
    • Asia pacific journal of information systems
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    • 제31권4호
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    • pp.582-605
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    • 2021
  • The study aims to explore the nature, drivers of BAE. In particular, how and why consumers engage with branded mobile apps. Since consumer engagement is a multi-dimensional and complex phenomenon, the authors took an interpretivist paradigm and used a grounded theory approach by interviewing 24 participants. The findings reveal that branded app engagement (BAE) is triggered by mainly three aspects, i.e., media characteristics (Privacy and security, customization, and convenience), brand-related aspects (brand image and product/service quality), and benefits sought (inherent and derived). More importantly, we uncover the underlying mechanism for each factor. Furthermore, the study explains the BAE process in its entirety from an app-centric perspective rather the brand powering the app. Thus, the study offers a fresh perspective and novel insights into the BAE process.

SPECT 영상을 사용한 기능적 심근형태의 자동 계측법 개발 (Automated Functional Morphology Measurement Using Cardiac SPECT Images)

  • 최석윤;고성진;강세식;김창수;김정훈
    • 대한방사선기술학회지:방사선기술과학
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    • 제35권2호
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    • pp.133-139
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    • 2012
  • 핵의학 검사에 있어서 심근 관류스캔은 관상동맥질환의 혈역학적 중요성을 평가하는 좋은 방법이다. 그러나 판독효율을 높이기 위해서 자동화된 정량적 계측 방법이 추가적으로 제시되어야한다. 본 연구에서는 판독에 필요한 심근의 3차원 기능모델과 심근 두께 계산 모델을 제시한다. 개발을 위해서 SPECT로 부터 심장의 단축단면상을 얻었고 전처리를 방정식을 적용하여 좌심근 두께의 모델링을 구현하였다. 실험결과 슬라이스 단축방향 영상으로부터 내벽과 외벽을 계측하는데 성공하였고, 계산된 좌표를 이용해서 3차원 모델링을 구현하였다. 다음 라플라스 식을 사용하여 심벽 두께의 3차원 모델을 완성하였다. 3차원 모델을 통해서 결절 부위가 쉽게 관찰할 수 있고, 3차원 모델의 회전을 통해서 병변의 위치를 빨리 파악할 수 있는 특징을 가진다. 판독 보조지표로서의 개발된 제안된 모델은 보조적 판독정보를 제공하고 오진의 확률을 낮추는데 기여할 것으로 예상한다. 허혈성 심장질환 환자의 조기 진단에도 큰 역할을 할 것이다.

인지과학의 관점에서 본 서사극 이론 (Epic Theatre Reexamined from the Viewpoint of Cognitive Science)

  • 김용수
    • 한국연극학
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    • 제49호
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    • pp.133-169
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    • 2013
  • Reexamining Brecht's theoretical hypotheses in terms of cognitive science, this essay arrived at several temporary interpretations. Cognitive science implies that empathy can precede the rational understanding in Verfremdungseffekt. The spectator tends to simulate the unfamiliar incident and character and feels the consequential embodied emotion that leads to the cognitive understanding. The similar situation can be found in social gestus. According to cognitive science, gesture(social gestus) is simulated in the mirror-neuron of spectator, arousing consequently the embodied emotion that triggers the succeeding understanding. The spectator apts to experience and feel physically the moving gesture before decoding it as a social signification. Brecht's intention that attempts to reveal the duality of actor and character by eliminating the fourth wall is negated by cognitive science. According to the theory of conceptual blending, the spectator under the eliminated fourth wall mixes actor and character, and simulates this blending image so that he experiences it imaginatively. As such, another kind of illusion can be formed when a fourth wall is collapsed. Meanwhile, the critical thinking of spectator Brecht wanted can be hard to occur during the performance. It is necessary for the spectator to recollect the bygone dialogue and action in terms of social context as if he presses the pause, stopping the playback while watching a play in video. In this respect the social meaning Brecht intended can be achieved more effectively by the stop motion like tableau. It would not only give the time for the spectator to consider the implied social signification, but also make him possible to decode a semiotic meaning as if interpreting a still picture. Or it can be delivered by the dialogue that expresses the playwright's critical judgement. In this case, the subject of critical thinking is not the spectator but the author. The alternative explanation that the cognitive science suggests illuminates theoretically the reasons why Brecht's theory fails to be realized in practice. In a sense, Brecht's theory is nothing but a theoretical hypothesis. It takes the premise that the emotion hinders the rational thinking, understanding emotion and reason oppositively like Plato. This assumption is negated easily by the recent cognitive science that sees the reason as a by-product of physical experience including emotion. The rational understanding, in this sense, begins from the embodied emotion. As such the cognitive science denies the dichotomy of emotion and reason that Brecht adopted. The theoretical hypothesis of cognitive science makes us recognize again the importance of bodily experience in theatre. In theatre the spectator tends to experience physically before decoding the intellectual meaning. The spectator Brecht wanted, therefore, is far from the reality. The spectator usually experiences and reacts physically before decoding the meaning critically. Thus Brecht's intention can be realized by the embodied emotion resulted from simulation. This tentative interpretation suggests that we need to pay more attention to the empirical study of spectatorship, not remaining in a speculative study.