Computational Imaging & VisAnalysis

#284: Z. A. Oraibi, H. Yousif, A. Hafiane, G. Seetharaman, and K. Palaniappan

Learning Local and Deep Features for Efficient Cell Image Classification Using Random Forests

25th IEEE International Conference on Image Processing (ICIP), pgs. 2446-2450, 2018

feature extraction, random forests, local features, deep learning, image classification

Abstract, Bibtex, PlainText, PDF, URL, DOI, Google Scholar

@inproceedings{2018a,
  author = "Z. A. Oraibi and H. Yousif and A. Hafiane and G. Seetharaman and K. Palaniappan",
  title = "Learning Local and Deep Features for Efficient Cell Image Classification Using Random Forests",
  year = 2018,
  journal = "25th IEEE International Conference on Image Processing (ICIP)",
  publisher = "IEEE",
  pages = "2446-2450",
  month = "Sep",
  keywords = "feature extraction, random forests, local features, deep learning, image classification",
  doi = "10.1109/ICIP.2018.8451287",
  url = "https://scholar.google.com/scholar?hl=en&as_sdt=0%2C26&q=Learning+Local+and+Deep+Features+for+Efficient+Cell+Image+Classification+Using+Random+Forests&btnG="
}

Z. A. Oraibi, H. Yousif, A. Hafiane, G. Seetharaman, and K. Palaniappan. Learning Local and Deep Features for Efficient Cell Image Classification Using Random Forests. 25th IEEE International Conference on Image Processing (ICIP), IEEE, pages 2446-2450, September 2018.

#274: A. Bouix, N. Al-Shakarji, K. Gao, F. Bunyak, A. Chazot, A. Hafiane, and K. Palaniappan

Robust target tracking using adaptive color feature and likelihood fusion

International Society for Optics and Photonics, Volume 10645, pgs. 106450L, 2018

visual object tracking, staple, correlation filter, color name, fusion

Abstract, Bibtex, PlainText, PDF, URL, DOI, Google Scholar

@inproceedings{Bouix2018:AIPR_iSTAPLE,
  author = "A. Bouix and N. Al-Shakarji and K. Gao and F. Bunyak and A. Chazot and A. Hafiane and K. Palaniappan",
  title = "Robust target tracking using adaptive color feature and likelihood fusion",
  year = 2018,
  journal = "International Society for Optics and Photonics",
  booktitle = "Geospatial Informatics, Motion Imagery, and Network Analytics VIII",
  volume = 10645,
  pages = "106450L",
  month = "Apr",
  keywords = "visual object tracking, staple, correlation filter, color name, fusion",
  doi = "10.1117/12.2309807",
  url = "https://www.spiedigitallibrary.org/conference-proceedings-of-spie/10645/106450L/Robust-target-tracking-using-adaptive-color-feature-and-likelihood-fusion/10.1117/12.2309807.full"
}

A. Bouix, N. Al-Shakarji, K. Gao, F. Bunyak, A. Chazot, A. Hafiane, and K. Palaniappan. Robust target tracking using adaptive color feature and likelihood fusion. International Society for Optics and Photonics, Geospatial Informatics, Motion Imagery, and Network Analytics VIII, volume 10645, pages 106450L, April 2018.

#258: Z. Al-Milajia, I. Ersoy, A. Hafiane, K. Palaniappan, and F.Bunyak

Integrating segmentation with deep learning for enhanced classification of epithelial and stromal tissues in H&E images

Pattern Recognition Letters, 2017

Bibtex, PlainText, PDF, URL, DOI, Google Scholar

@article{2017a,
  author = "Z. Al-Milajia and I. Ersoy and A. Hafiane and K. Palaniappan and F.Bunyak",
  title = "Integrating segmentation with deep learning for enhanced classification of epithelial and stromal tissues in H&E images",
  year = 2017,
  journal = "Pattern Recognition Letters",
  month = "Sep",
  doi = "10.1016/j.patrec.2017.09.015",
  url = "https://reader.elsevier.com/reader/sd/DCEFD43DFFC270D9ABABF80CCADCB9947FF58D0788EC39D68C850BA858FC72609EFED312575ECE955CF85CA37CBDA90A"
}

#247: Z. A. Oraibi, M. Irio, A. Hafiane, and K. Palaniappan

Texture Classification using Multiple Local Descriptors

IEEE Applied Imagery Pattern Recognition Workshop (AIPR), pgs. 1-7, 2017

Abstract, Bibtex, PlainText, Google Scholar

@inproceedings{2017a,
  author = "Z. A. Oraibi and M. Irio and A. Hafiane and K. Palaniappan",
  title = "Texture Classification using Multiple Local Descriptors",
  year = 2017,
  journal = "IEEE Applied Imagery Pattern Recognition Workshop (AIPR)",
  pages = "1-7"
}

Z. A. Oraibi, M. Irio, A. Hafiane, and K. Palaniappan. Texture Classification using Multiple Local Descriptors. IEEE Applied Imagery Pattern Recognition Workshop (AIPR), pages 1-7, 2017.

#235: V. B. S. Prasath, Y. M. Kassim, Z. A. Oraibi, J.-B. Guiriec, A. Hafiane, G. Seetharaman, and K. Palaniappan

HEp-2 cell classification and segmentation using motif texture patterns and spatial features with random forests

Proc. IEEE International Conference on Pattern Recognition (ICPR), 2016

hep-2 cell classification, cell segmentation, texture features, motif patterns, random forests, segmentation, biomedical

Abstract, Bibtex, PlainText, URL, Google Scholar

@inproceedings{2016a,
  author = "V. B. S. Prasath and Y. M. Kassim and Z. A. Oraibi and J.-B. Guiriec and A. Hafiane and G. Seetharaman and K. Palaniappan",
  title = "HEp-2 cell classification and segmentation using motif texture patterns and spatial features with random forests",
  year = 2016,
  journal = "Proc. IEEE International Conference on Pattern Recognition (ICPR)",
  month = "Dec",
  keywords = "hep-2 cell classification, cell segmentation, texture features, motif patterns, random forests, segmentation, biomedical",
  url = "http://hep2.unisa.it/"
}

V. B. S. Prasath, Y. M. Kassim, Z. A. Oraibi, J.-B. Guiriec, A. Hafiane, G. Seetharaman, and K. Palaniappan. HEp-2 cell classification and segmentation using motif texture patterns and spatial features with random forests. Proc. IEEE International Conference on Pattern Recognition (ICPR), December 2016.

#215: F. Bunyak, A. Hafiane, Z. Al-Milagi, I. Ersoy, A. Haridas, and K. Palaniappan

A segmentation-based multi-scale framework for the classification of epithelial and stromal tissues in H&E images

Proc. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pgs. 450-453, 2015

biomedical, histopathology, segmentation, classification

Abstract, Bibtex, PlainText, PDF, URL, Google Scholar

@inproceedings{Bunyak:histo-seg-2015,
  author = "F. Bunyak and A. Hafiane and Z. Al-Milagi and I. Ersoy and A. Haridas and K. Palaniappan",
  title = "A segmentation-based multi-scale framework for the classification of epithelial and stromal tissues in H&E images",
  year = 2015,
  booktitle = "Proc. IEEE International Conference on Bioinformatics and Biomedicine (BIBM)",
  pages = "450-453",
  keywords = "biomedical, histopathology, segmentation, classification",
  url = "http://cci.drexel.edu/ieeebibm/bibm2015/index.html"
}

F. Bunyak, A. Hafiane, Z. Al-Milagi, I. Ersoy, A. Haridas, and K. Palaniappan. A segmentation-based multi-scale framework for the classification of epithelial and stromal tissues in H&E images. Proc. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pages 450-453, 2015.

#200: A. Hafiane, K. Palaniappan, and G. Seetharaman

Joint Adaptive Median Binary Patterns for texture classification

Pattern Recognition, Volume 48, pgs. 2609-2620, 2015

texture, lbp, classification, cbir

Abstract, Bibtex, PlainText, PDF, URL, DOI, Google Scholar

@article{Adel:AdaptiveMBP-PR-2015,
  author = "A. Hafiane and K. Palaniappan and G. Seetharaman",
  title = "Joint Adaptive Median Binary Patterns for texture classification",
  year = 2015,
  journal = "Pattern Recognition",
  volume = 48,
  number = 8,
  pages = "2609-2620",
  keywords = "texture, lbp, classification, cbir",
  doi = "10.1016/j.patcog.2015.02.007",
  url = "http://www.sciencedirect.com/science/article/pii/S0031320315000679"
}

A. Hafiane, K. Palaniappan, and G. Seetharaman. Joint Adaptive Median Binary Patterns for texture classification. Pattern Recognition, volume 48, issue 8, pages 2609-2620, 2015.

#191: A. Hafiane, K. Palaniappan, and G. Seetharaman

Adaptive median binary patterns for texture classification

Proc. IEEE International Conference on Pattern Recognition (ICPR), 2014

texture, lbp, classification, cbir

Abstract, Bibtex, PlainText, PDF, DOI, Google Scholar

@inproceedings{Adel:AdaptiveLBP-ICPR-2014,
  author = "A. Hafiane and K. Palaniappan and G. Seetharaman",
  title = "Adaptive median binary patterns for texture classification ",
  year = 2014,
  booktitle = "Proc. IEEE International Conference on Pattern Recognition (ICPR)",
  month = "Aug",
  keywords = "texture, lbp, classification, cbir",
  doi = "10.1109/ICPR.2014.205"
}

A. Hafiane, K. Palaniappan, and G. Seetharaman. Adaptive median binary patterns for texture classification . Proc. IEEE International Conference on Pattern Recognition (ICPR), August 2014.

#134: F. Bunyak, A. Hafiane, and K. Palaniappan

Histopathology tissue segmentation by combining fuzzy clustering with multiphase vector level sets

Software Tools and Algorithms for Biological Systems, Springer, pgs. 413--424, 2011

histopathology, active contours, classification, features, texture, machine learning, data mining, biomedical

Abstract, Bibtex, PlainText, PDF, URL, DOI, Google Scholar

@incollection{Bunyak:histo-book-2011,
  author = "F. Bunyak and A. Hafiane and K. Palaniappan",
  title = "Histopathology tissue segmentation by combining fuzzy clustering with multiphase vector level sets",
  year = 2011,
  booktitle = "Software Tools and Algorithms for Biological Systems",
  publisher = "Springer",
  pages = "413--424",
  keywords = "histopathology, active contours, classification, features, texture, machine learning, data mining, biomedical",
  doi = "10.1007/978-1-4419-7046-6_41",
  url = "http://link.springer.com/chapter/10.1007/978-1-4419-7046-6_41"
}

F. Bunyak, A. Hafiane, and K. Palaniappan. Histopathology tissue segmentation by combining fuzzy clustering with multiphase vector level sets. Software Tools and Algorithms for Biological Systems, Springer, pages 413--424, 2011.

#96: K. Palaniappan, I. Ersoy, A. Hafiane, and G. Seetharaman

Moving object detection in UAV-video using flux tensors

IEEE Int. Geoscience and Remote Sensing Symposium, 2009

wami, tracking, fmv, registration, motion, fusion, dod

Bibtex, PlainText, Google Scholar

@inproceedings{Hafiane:IGARSS-2009,
  author = "K. Palaniappan and I. Ersoy and A. Hafiane and G. Seetharaman",
  title = "Moving object detection in UAV-video using flux tensors",
  year = 2009,
  booktitle = "IEEE Int. Geoscience and Remote Sensing Symposium",
  keywords = "wami, tracking, fmv, registration, motion, fusion, dod"
}

#101: A. Hafiane, F. Bunyak, and K. Palaniappan

Evaluation of level set-based histology image segmentation using geometric region criteria

IEEE Int. Symposium on Biomedical Imaging (ISBI), 2009

histopathology, active contours, classification, segmentation, features, texture, biomedical

Bibtex, PlainText, PDF, URL, DOI, Google Scholar

@inproceedings{Hafiane:ISBI-2009,
  author = "A. Hafiane and F. Bunyak and K. Palaniappan",
  title = "Evaluation of level set-based histology image segmentation using geometric region criteria",
  year = 2009,
  booktitle = "IEEE Int. Symposium on Biomedical Imaging (ISBI)",
  keywords = "histopathology, active contours, classification, segmentation, features, texture, biomedical",
  doi = "10.1109/ISBI.2009.5192968",
  url = "http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5192968"
}

#77: A. Hafiane, F. Bunyak, and K. Palaniappan

Fuzzy clustering and active contours for histopathology image segmentation and nuclei detection

Lecture Notes in Computer Science (ACIVS), Volume 5259, pgs. 903--914, 2008

histopathology, active contours, classification, segmentation, features, texture, biomedical

Abstract, Bibtex, PlainText, PDF, URL, DOI, Google Scholar

@article{Hafiane:ACIVS-2008,
  author = "A. Hafiane and F. Bunyak and K. Palaniappan",
  title = "Fuzzy clustering and active contours for histopathology image segmentation and nuclei detection",
  year = 2008,
  journal = "Lecture Notes in Computer Science (ACIVS)",
  volume = 5259,
  pages = "903--914",
  keywords = "histopathology, active contours, classification, segmentation, features, texture, biomedical",
  doi = "10.1007/978-3-540-88458-3_82",
  url = "http://link.springer.com/chapter/10.1007%2F978-3-540-88458-3_82"
}

A. Hafiane, F. Bunyak, and K. Palaniappan. Fuzzy clustering and active contours for histopathology image segmentation and nuclei detection. Lecture Notes in Computer Science (ACIVS), volume 5259, pages 903--914, 2008.

#81: A. Hafiane, F. Bunyak, and K. Palaniappan

Clustering initiated multiphase active contours and robust separation of nuclei groups for tissue segmentation

IEEE Int. Conf. Pattern Recognition, pgs. Online, 2008

histopathology, active contours, classification, segmentation, features, biomedical

Abstract, Bibtex, PlainText, PDF, URL, DOI, Google Scholar

@inproceedings{Hafiane:ICPR-2008,
  author = "A. Hafiane and F. Bunyak and K. Palaniappan",
  title = "Clustering initiated multiphase active contours and robust separation of nuclei groups for tissue segmentation",
  year = 2008,
  booktitle = "IEEE Int. Conf. Pattern Recognition",
  pages = "Online",
  keywords = "histopathology, active contours, classification, segmentation, features, biomedical",
  doi = "10.1109/ICPR.2008.4761744",
  url = "http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=4761744"
}

A. Hafiane, F. Bunyak, and K. Palaniappan. Clustering initiated multiphase active contours and robust separation of nuclei groups for tissue segmentation. IEEE Int. Conf. Pattern Recognition, pages Online, 2008.

#73: A. Hafiane, G. Seetharaman, K. Palaniappan, and B. Zavidovique

Rotationally invariant hashing of median binary patterns for texture classification

Lecture Notes in Computer Science (ICIAR), Volume 5112, pgs. 619--629, 2008

texture, image enhancement, classification, segmentation, cbir

Abstract, Bibtex, PlainText, PDF, URL, DOI, Google Scholar

@article{Hafiane:ICIAR-2008,
  author = "A. Hafiane and G. Seetharaman and K. Palaniappan and B. Zavidovique",
  title = "Rotationally invariant hashing of median binary patterns for texture classification",
  year = 2008,
  journal = "Lecture Notes in Computer Science (ICIAR)",
  volume = 5112,
  pages = "619--629",
  keywords = "texture, image enhancement, classification, segmentation, cbir",
  doi = "10.1007/978-3-540-69812-8_61",
  url = "http://link.springer.com/chapter/10.1007%2F978-3-540-69812-8_61"
}

A. Hafiane, G. Seetharaman, K. Palaniappan, and B. Zavidovique. Rotationally invariant hashing of median binary patterns for texture classification. Lecture Notes in Computer Science (ICIAR), volume 5112, pages 619--629, 2008.

#75: A. Hafiane, F. Bunyak, and K. Palaniappan

Level-set-based histology image segmentation with region-based comparison

MICCAI Workshop MIAAB, pgs. Online, 2008

histopathology, active contours, classification, features, texture, data mining, biomedical

Abstract, Bibtex, PlainText, PDF, URL, DOI, Google Scholar

@inproceedings{Hafiane:MIAAB-2008,
  author = "A. Hafiane and F. Bunyak and K. Palaniappan",
  title = "Level-set-based histology image segmentation with region-based comparison",
  year = 2008,
  booktitle = "MICCAI Workshop MIAAB",
  pages = "Online",
  keywords = "histopathology, active contours, classification, features, texture, data mining, biomedical",
  doi = "10.1007/978-3-540-88458-3_82",
  url = "http://link.springer.com/chapter/10.1007%2F978-3-540-88458-3_82"
}

A. Hafiane, F. Bunyak, and K. Palaniappan. Level-set-based histology image segmentation with region-based comparison. MICCAI Workshop MIAAB, pages Online, 2008.

#71: A. Hafiane, K. Palaniappan, and G. Seetharaman

UAV-Video registration using block-based features

IEEE Int. Geoscience and Remote Sensing Symposium, Volume II, pgs. 1104-1107, 2008

wami, tracking, fmv, registration, motion, fusion, dod

Abstract, Bibtex, PlainText, PDF, URL, DOI, Google Scholar

@inproceedings{Hafiane:IGARSS-2008,
  author = "A. Hafiane and K. Palaniappan and G. Seetharaman",
  title = "UAV-Video registration using block-based features",
  year = 2008,
  booktitle = "IEEE Int. Geoscience and Remote Sensing Symposium",
  volume = II,
  pages = "1104-1107",
  keywords = "wami, tracking, fmv, registration, motion, fusion, dod",
  doi = "10.1109/IGARSS.2008.4779192",
  url = "http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=4779192"
}

A. Hafiane, K. Palaniappan, and G. Seetharaman. UAV-Video registration using block-based features. IEEE Int. Geoscience and Remote Sensing Symposium, volume II, pages 1104-1107, 2008.

16 Publications by "A. Hafiane"

feature extraction, random forests, local features, deep learning, image classification

visual object tracking, staple, correlation filter, color name, fusion

hep-2 cell classification, cell segmentation, texture features, motif patterns, random forests, segmentation, biomedical

biomedical, histopathology, segmentation, classification

texture, lbp, classification, cbir

texture, lbp, classification, cbir

histopathology, active contours, classification, features, texture, machine learning, data mining, biomedical

wami, tracking, fmv, registration, motion, fusion, dod

histopathology, active contours, classification, segmentation, features, texture, biomedical

histopathology, active contours, classification, segmentation, features, texture, biomedical

histopathology, active contours, classification, segmentation, features, biomedical

texture, image enhancement, classification, segmentation, cbir

histopathology, active contours, classification, features, texture, data mining, biomedical

wami, tracking, fmv, registration, motion, fusion, dod