Abin Jose, Dr.-Ing.
![[team/jose.jpg]](https://www.ient.rwth-aachen.de/cms/uploads/images/team/jose.jpg "[team/jose.jpg]")
Researcher
Video Analysis and Content Recognition Group
Contact Information
email: jose@ient.rwth-aachen.de
Publications
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 ]
NOTICE FOR IEEE PUBLICATIONS: © IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works, must be obtained from the IEEE. Contact: Manager, Copyrights and Permissions / IEEE Service Center / 445 Hoes Lane / P.O. Box 1331 / Piscataway, NJ 08855-1331, USA. Telephone: + Intl. 908-562-3966.