{"_id":"rL2AJDwiitcQ9QenB","bibbaseid":"melnikov-katsaggelos-anonuniformsegmentationoptimalhybridfractaldctimagecompressionalgorithm-1998","author_short":["Melnikov, G.","Katsaggelos, A."],"bibdata":{"bibtype":"inproceedings","type":"inproceedings","abstract":"In this paper a hybrid fractal and discrete cosine transform (DCT) coder is developed. Drawing on the ability of DCT to remove inter-pixel redundancies and on the ability of fractal transforms to capitalize on long-range correlations in the image, the hybrid coder performs an optimal, in the rate-distortion sense, bit allocation among coding parameters. An orthogonal basis framework is used within which an image segmentation and a hybrid block-based transform are selected jointly. A Lagrangian multiplier approach is used to optimize the hybrid parameters and the segmentation. Differential encoding of the DC coefficient is employed, with the scanning path based on a 3rd-order Hilbert curve. Simulation results show a significant improvement in quality with respect to the JPEG standard. © 1998 IEEE.","author":[{"propositions":[],"lastnames":["Melnikov"],"firstnames":["Gerry"],"suffixes":[]},{"propositions":[],"lastnames":["Katsaggelos"],"firstnames":["A.K."],"suffixes":[]}],"booktitle":"Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181)","doi":"10.1109/ICASSP.1998.678048","isbn":"0-7803-4428-6","issn":"15206149","pages":"2573–2576","publisher":"IEEE","title":"A non uniform segmentation optimal hybrid fractal/DCT image compression algorithm","url":"http://ieeexplore.ieee.org/document/678048/","volume":"5","year":"1998","bibtex":"@inproceedings{Gerry1998c,\nabstract = {In this paper a hybrid fractal and discrete cosine transform (DCT) coder is developed. Drawing on the ability of DCT to remove inter-pixel redundancies and on the ability of fractal transforms to capitalize on long-range correlations in the image, the hybrid coder performs an optimal, in the rate-distortion sense, bit allocation among coding parameters. An orthogonal basis framework is used within which an image segmentation and a hybrid block-based transform are selected jointly. A Lagrangian multiplier approach is used to optimize the hybrid parameters and the segmentation. Differential encoding of the DC coefficient is employed, with the scanning path based on a 3rd-order Hilbert curve. Simulation results show a significant improvement in quality with respect to the JPEG standard. {\\textcopyright} 1998 IEEE.},\nauthor = {Melnikov, Gerry and Katsaggelos, A.K.},\nbooktitle = {Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181)},\ndoi = {10.1109/ICASSP.1998.678048},\nisbn = {0-7803-4428-6},\nissn = {15206149},\npages = {2573--2576},\npublisher = {IEEE},\ntitle = {{A non uniform segmentation optimal hybrid fractal/DCT image compression algorithm}},\nurl = {http://ieeexplore.ieee.org/document/678048/},\nvolume = {5},\nyear = {1998}\n}\n","author_short":["Melnikov, G.","Katsaggelos, A."],"key":"Gerry1998c","id":"Gerry1998c","bibbaseid":"melnikov-katsaggelos-anonuniformsegmentationoptimalhybridfractaldctimagecompressionalgorithm-1998","role":"author","urls":{"Paper":"http://ieeexplore.ieee.org/document/678048/"},"metadata":{"authorlinks":{}}},"bibtype":"inproceedings","biburl":"https://sites.northwestern.edu/ivpl/files/2023/06/IVPL_Updated_publications-1.bib","dataSources":["KTWAakbPXLGfYseXn","ePKPjG8C6yvpk4mEK","ya2CyA73rpZseyrZ8","fvDEHD49E2ZRwE3fb","H7crv8NWhZup4d4by","DHqokWsryttGh7pJE","vRJd4wNg9HpoZSMHD","sYxQ6pxFgA59JRhxi","w2WahSbYrbcCKBDsC","XasdXLL99y5rygCmq","3gkSihZQRfAD2KBo3","t5XMbyZbtPBo4wBGS","bEpHM2CtrwW2qE8FP","teJzFLHexaz5AQW5z"],"keywords":[],"search_terms":["non","uniform","segmentation","optimal","hybrid","fractal","dct","image","compression","algorithm","melnikov","katsaggelos"],"title":"A non uniform segmentation optimal hybrid fractal/DCT image compression algorithm","year":1998}