Dr.-Ing. Abin Jose
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Wissenschaftlicher Mitarbeiter
Arbeitsgruppe Bild- und Video-Inhaltsanalyse
Kontakt
E-Mail: jose@ient.rwth-aachen.de
Publikationen
A. Jose, D. Filbert, C. Rohlfing, and J.-R. Ohm, “Deep hashing with hash center update for efficient image retrieval,” in Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP '22, pp. 4773 – 4777, IEEE, Piscataway, May 2022. [ bib | DOI ]
A. Jose, Optimized feature space learning and binary hashing for image retrieval. Dissertation, Rheinisch-Westfälische Technische Hochschule Aachen, Aachen, Feb. 2022. [ bib | DOI | https ]
A. Jose, E. S. Ottlik, C. Rohlfing, and J.-R. Ohm, “Optimized feature space learning for generating efficient binary codes for image retrieval,” Signal Processing: Image Communication, vol. 100, p. 116529, Jan. 2022. [ bib | DOI ]
A. Jose, S. Yan, Z. Mi, and J.-R. Ohm, “DEEP SUBCLASS LINEAR DISCRIMINANT ANALYSIS FOR MULTIMODAL FEATURE SPACE LEARNING,” in Proc. of IEEE International Conference on Image Processing ICIP '20, IEEE, Piscataway, Oct. 2020. [ bib ]
A. Jose, R. D. Lopez, I. Heisterklaus, and M. Wien, “Pyramid Pooling of Convolutional Feature Maps for Image Retrieval,” in Proc. of IEEE International Conference on Image Processing ICIP '18, IEEE, Piscataway, Oct. 2018. [ bib ]
A. Jose, T. Horstmann, and J.-R. Ohm, “Optimized Binary Hashing Codes Generated by Siamese Neural Networks for Image Retrieval,” in Proc. of European Signal Processing Conference EUSIPCO '18, IEEE, Piscataway, Sept. 2018. [ bib ]
A. Jose, S. Yan, and I. Heisterklaus, “Binary hashing using siamese neural networks,” in Proc. of IEEE International Conference on Image Processing ICIP '17, IEEE, Piscataway, Sept. 2017. [ bib ]
A. Jose and I. Heisterklaus, “Bag of fisher vectors representation of images by saliency-based spatial partitioning,” in Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP '17, IEEE, Piscataway, Mar. 2017. [ bib ]
A. Jose and I. Heisterklaus, “Saliency based spatial partitioning for global image representations,” in Proc. of International Student Conference on Electrical Engineering POSTER '16, May 2016. [ bib ]
A. Jose, D. Haak, S. M. Jonas, V. Brandenburg, and T. M. Deserno, “Towards standardized wound imaging,” in Bildverarbeitung für die Medizin 2015, pp. 269–274, Springer, 2015. [ bib ]
A. Jose, D. Haak, S. Jonas, V. Brandenburg, and T. M. Deserno, “Human wound photogrammetry with low-cost hardware based on automatic calibration of geometry and color,” in Medical Imaging 2015: Computer-Aided Diagnosis, vol. 9414, p. 94143J, 2015. [ bib ]
T. M. Deserno, I. Sárándi, A. Jose, D. Haak, S. Jonas, P. Specht, and V. Brandenburg, “Towards quantitative assessment of calciphylaxis,” in Medical Imaging 2014: Computer-Aided Diagnosis, vol. 9035, p. 90353C, 2014. [ bib ]
A. Jose and C. S. Seelamantula, “Bilateral edge detectors,” in Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP '13, pp. 1449–1453, 2013. [ bib ]
A. Jose, S. R. Krishnan, and C. S. Seelamantula, “Ridge detection using savitzky-golay filtering and steerable second-order gaussian derivatives,” in Proc. of IEEE International Conference on Image Processing ICIP '13, pp. 3059–3063, 2013. [ bib ]
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