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ADAPTIVE TCHEBICHEF MOMENT TRANSFORM IMAGE COMPRESSION USING PSYCHOVISUAL MODEL

Ernawan
2013 Journal of Computer Science  
This task is obtained by generating custom quantization tables for low, medium and high image output quality levels based on a psychovisual model.  ...  An extension of the standard JPEG image compression known as JPEG-3 allows rescaling of the quantization matrix to achieve a certain image output quality.  ...  These tables shall be generated based on a psychovisual threshold scheme according to the target output quality of compressed image.  ... 
doi:10.3844/jcssp.2013.716.725 fatcat:sw6s3lnqyvbv3b2ynauldavjmy

A generic psychovisual error threshold for the quantization table generation on JPEG image compression

N. A. Abu, F. Ernawan, N. Suryana
2013 2013 IEEE 9th International Colloquium on Signal Processing and its Applications  
The JPEG quantization tables are obtained from a series of psychovisual experiments to determine a visual threshold.  ...  The quantization process is a main part of image compression to control visual quality and the bit rate of the image output.  ...  For the future research, a psychovisual error threshold can be used to determine the output quality of image compression based on user preference. VI.  ... 
doi:10.1109/cspa.2013.6530010 fatcat:cb5obxlpszhb3f77rt2c4ajliq

Integrating a Smooth Psychovisual Threshold into an Adaptive JPEG Image Compression

Ferda Ernawan, Nur Azman Abu, Nanna Suryana
2014 Journal of Computers  
The comparison between extended JPEG image compression using the typical quality factor and quality scale of psychovisual threshold has been done.  ...  The visual quality image output of JPEG compression is determined by quantization process.  ...  A visual quality of image reconstruction using a new quantization table based on psychovisual threshold gives better visual quality image output than the extended adaptive JPEG baseline coding but the  ... 
doi:10.4304/jcp.9.3.644-653 fatcat:lcytkx4dbne37lqvwnmhjgvjwm

Robust Image Watermarking Based on Psychovisual Threshold

Ferda Ernawan
2016 Journal of ICT Research and Applications  
This paper proposes a watermark embedding scheme based on the psychovisual threshold and edge entropy.  ...  The embedding of a natural watermark based on the properties of the human eye can be utilized to effectively hide a watermark image.  ...  Acknowledgments The authors would like to express very special thanks to Universiti Malaysia Pahang, Malaysia for providing financial support of this research project by UMP Research Grant Scheme (RDU160364  ... 
doi:10.5614/itbj.ict.res.appl.2016.10.3.3 fatcat:fpn7etcd2rfh3inly7s7tbhc3a

A Novel Psychovisual Threshold on Large DCT for Image Compression

Nur Azman Abu, Ferda Ernawan
2015 The Scientific World Journal  
Besides, the experimental results show that the concept of psychovisual threshold produces better quality image at the higher compression rate than JPEG image compression.  ...  A psychovisual experiment prescribes the quantization values in image compression.  ...  Acknowledgment The authors would like to express a very special thanks to Ministry of Education, Malaysia, for providing financial support to this research project by Fundamental Research Grant Scheme  ... 
doi:10.1155/2015/821497 pmid:25874257 pmcid:PMC4385660 fatcat:ni2seiw2vjhkjea5lzna756w44

Image Watermarking Using Psychovisual Threshold over the Edge [chapter]

Nur Azman Abu, Ferda Ernawan, Nanna Suryana, Shahrin Sahib
2013 Lecture Notes in Computer Science  
Based on the concept of psychovisual threshold, there are still deep holes in JPEG quantization values to embed a watermark. This paper locates and utilizes them to embed a watermark.  ...  This paper introduces the embedding watermark scheme along the edge based on the concept of psychovisual threshold.  ...  Psychovisual Threshold Based on Reconstruction Error A psychovisual threshold has been generated from a quantitative experimental method.  ... 
doi:10.1007/978-3-642-36818-9_60 fatcat:olyfakprc5edrbexurt5xf2kbm

Psychovisual threshold on large Tchebichef moment for image compression

Nur Azman Abu, Ferda Ernawan
2014 Applied Mathematical Sciences  
JPEG standard transforms an 8×8 image pixel into a frequency domain.  ...  The psychovisual threshold is practically the best measure for the optimal amount of frequency image signals in the image coding.  ...  The optimal 8×8 TMT quantization tables from the psychovisual threshold give a slightly better visual quality on the compressed image as depicted in Figure 4 (c) than the standard JPEG image compression  ... 
doi:10.12988/ams.2014.48616 fatcat:pfpzgoospnasdd565vvgx6djjy

A Robust Image Watermarking Technique With an Optimal DCT-Psychovisual Threshold

Ferda Ernawan, Muhammad Nomani Kabir
2018 IEEE Access  
Thus, the optimal psychovisual threshold is determined to embed the watermark in the host image for the best image quality.  ...  based on some rules to construct the watermarked image.  ...  CONCLUSION This paper presents a new embedding technique for image watermarking based on the psychovisual threshold.  ... 
doi:10.1109/access.2018.2819424 fatcat:ueyzkn6zfbblhixlw6tb2s7pve

TMT quantization table generation based on psychovisual threshold for image compression

Ferda Ernawan, Nur Azman Abu, Nanna Suryana
2013 2013 International Conference of Information and Communication Technology (ICoICT)  
This model has been implemented on TMT image compression. The experiment results show that a psychovisual threshold for TMT basis function provides better image compression performance.  ...  The sensitivity of the color image can be measured by a psychovisual threshold. A psychovisual threshold represents the sensitivity of the human eye to the image.  ...  ACKNOWLEDGMENT The authors would like to express a very special thanks to  ... 
doi:10.1109/icoict.2013.6574574 fatcat:t3xmqzccujbjpize6nleh4bwwi

Psychovisual Evaluation Of The Effect Of Color Spaces And Color Quantification In Jpeg2000 Image Compression

Mohamed-Chaker Larabi, Christine Fernandez-Maloigne, Noël Richard
2002 Zenodo  
Image quality scales.  ...  A psychovisual evaluation campaign is started but not finished yet. The first results show that the quantification effect is not visible for the observer for 512 colors.  ... 
doi:10.5281/zenodo.53621 fatcat:p5gawrjjcvdulei4mjend5khea

Guetzli: Perceptually Guided JPEG Encoder [article]

Jyrki Alakuijala, Robert Obryk, Ostap Stoliarchuk, Zoltan Szabadka, Lode Vandevenne, Jan Wassenberg
2017 arXiv   pre-print
Guetzli is a new JPEG encoder that aims to produce visually indistinguishable images at a lower bit-rate than other common JPEG encoders.  ...  We reach a 29-45% reduction in data size for a given perceptual distance, according to Butteraugli, in comparison to other compressors we tried.  ...  This puts Guetzli at a disadvantage, but in a Butteraugli-based measurement we still get overall savings for Guetzli (−29.95%).  ... 
arXiv:1703.04421v1 fatcat:cu6y3fjk2vgdfohnaoxxhg4alm

An Improved JPEG Image Compression Technique based on Selective Quantization

Mahmud Hasan, Kamruddin Md. Nur, Hasib Bin Shakur
2012 International Journal of Computer Applications  
temporarily removing its psychovisual redundancy and thereby offering a very less storage space for a large image.  ...  Despite removing a large amount of psychovisual redundancy, the Baseline JPEG still contains redundant data in DCT domain.  ...  PSNR is a performance measurement metric extensively used for defining the quality of an image. It is dependent on another performance evaluator Mean Square Error (MSE).  ... 
doi:10.5120/8733-2712 fatcat:36d4bj76rrazjfhvokgj5opo6m

Objective image quality measure for block-based DCT coding

Chi-Min Liu, Jine-Yi Lin, Kuo-Guan Wu, Chung-Neng Wang
1997 IEEE transactions on consumer electronics  
The block-based discrete cosine transform (DCT) coding has been widely adopted in image or video compression standards, such as R E G and MPEG.  ...  However, there is no suitable objective criterion evaluating the effectiveness of these various methods. This paper presents a new objective measure evaluating the postprocessing methods.  ...  This difficulty is especially severe for image or video processing because we can not yet find a good psychovisual model that can model numerically the psychovisual effects of human visual system.  ... 
doi:10.1109/30.628666 fatcat:3tkd3xwzfreh7eonl2mnzyetcy

Psychovisual Rotation-Based Dptc Watermarking Scheme

Marc Chaumont
2009 Zenodo  
Figure 5 .a, 5.b, 5.c, 5.d, illustrate the BER for the different attacks with a SSIM = 98% embedding. Note that a SSIM of 98% gives images of very good quality.  ...  The output sequence form a codeword representing the message m and is embedded into the image thanks to our rotation-based DPTC.  ... 
doi:10.5281/zenodo.41410 fatcat:fwzlbwkm7jf65fd5p7iu5agkca

Hyper-cube watermarking scheme

Marc Chaumont, Dalila Goudia, William Puech, Amir Said, Onur G. Guleryuz, Robert L. Stevenson
2011 Visual Information Processing and Communication II  
:  DPTC  Mix of Quantized-based and Trellis-based:  T-TCQ  payload  1 bit embedded for 64 pixels (image 256×256  1024 bits embedded) 5 P-QIM ALGORITHM [LI AND COX 2007] 6  P-QIM  ...  DCT IDCT m . . . . . . . . coding (rate = 1/n) EVALUATION & ALGORITHMS  100 images 256×256  5 different versions are competing with a fix SSIM = 98% and a fix payload = 1/64 :  P-QIM like approach with  ... 
doi:10.1117/12.872107 dblp:conf/vipc/ChaumontGP11 fatcat:q4axo4kuyzdrhp4vkv5e6td23q
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