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Abin Jose
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Books and Theses
- 2021
- [b1]Abin Jose:
Optimized feature space learning and binary hashing for image retrieval. RWTH Aachen University, Germany, 2021
Journal Articles
- 2024
- [j3]Reza Azad, Amirhossein Kazerouni
, Moein Heidari
, Ehsan Khodapanah Aghdam, Amirali Molaei, Yiwei Jia
, Abin Jose
, Rijo Roy, Dorit Merhof
:
Advances in medical image analysis with vision Transformers: A comprehensive review. Medical Image Anal. 91: 103000 (2024) - [j2]Dennis Eschweiler
, Rüveyda Yilmaz
, Matisse Baumann, Ina Laube, Rijo Roy, Abin Jose, Daniel Brückner, Johannes Stegmaier
:
Denoising diffusion probabilistic models for generation of realistic fully-annotated microscopy image datasets. PLoS Comput. Biol. 20(2) (2024) - 2022
- [j1]Abin Jose
, Erik Stefan Ottlik, Christian Rohlfing
, Jens-Rainer Ohm:
Optimized feature space learning for generating efficient binary codes for image retrieval. Signal Process. Image Commun. 100: 116529 (2022)
Conference and Workshop Papers
- 2023
- [c15]Abin Jose, Rijo Roy, Johannes Stegmaier:
Weakly-supervised Temporal Segmentation of Cell-cycle Stages with Center-cell Focus using Recurrent Neural Networks. Bildverarbeitung für die Medizin 2023: 212-219 - [c14]Abin Jose, Rijo Roy, Dennis Eschweiler, Ina Laube, Reza Azad, Daniel Moreno-Andrés, Johannes Stegmaier:
End-to-End Classification of Cell-Cycle Stages with Center-Cell Focus Tracker Using Recurrent Neural Networks. ICASSP 2023: 1-5 - [c13]Reza Azad, Amirhossein Kazerouni
, Alaa Sulaiman, Afshin Bozorgpour, Ehsan Khodapanah Aghdam, Abin Jose, Dorit Merhof:
Unlocking Fine-Grained Details with Wavelet-Based High-Frequency Enhancement in Transformers. MLMI@MICCAI (1) 2023: 207-216 - 2022
- [c12]Abin Jose, Daniel Filbert, Christian Rohlfing, Jens-Rainer Ohm:
Deep Hashing with Hash Center Update for Efficient Image Retrieval. ICASSP 2022: 4773-4777 - [c11]Abin Jose, Qi Mei, Dennis Eschweiler, Ina Laube, Johannes Stegmaier:
Linear Discriminant Analysis Metric Learning Using Siamese Neural Networks. ICIP 2022: 3641-3645 - 2020
- [c10]Abin Jose, Shen Yan, Mi Zhang, Jens-Rainer Ohm:
Deep Subclass Linear Discriminant Analysis For Multimodal Feature Space Learning. ICIP 2020: 1701-1705 - 2018
- [c9]Abin Jose, Timo Horstmann, Jens-Rainer Ohm:
Optimized Binary Hashing Codes Generated by Siamese Neural Networks for Image Retrieval. EUSIPCO 2018: 1487-1491 - [c8]Abin Jose, Ricard Durall Lopez, Iris Heisterklaus, Mathias Wien:
Pyramid Pooling of Convolutional Feature Maps for Image Retrieval. ICIP 2018: 480-484 - 2017
- [c7]Abin Jose, Iris Heisterklaus:
Bag of Fisher Vectors representation of images by saliency-based spatial partitioning. ICASSP 2017: 1762-1766 - [c6]Abin Jose, Shen Yan, Iris Heisterklaus:
Binary hashing using siamese neural networks. ICIP 2017: 2916-2920 - 2015
- [c5]Abin Jose, Daniel Haak, Stephan M. Jonas, Vincent Brandenburg, Thomas Martin Deserno:
Towards Standardized Wound Imaging. Bildverarbeitung für die Medizin 2015: 269-274 - [c4]Abin Jose, Daniel Haak, Stephan M. Jonas, Vincent Brandenburg, Thomas M. Deserno:
Human wound photogrammetry with low-cost hardware based on automatic calibration of geometry and color. Medical Imaging: Computer-Aided Diagnosis 2015: 94143J - 2014
- [c3]Thomas M. Deserno, István Sárándi
, Abin Jose, Daniel Haak, Stephan M. Jonas
, Paula Specht, Vincent Brandenburg:
Towards quantitative assessment of calciphylaxis. Medical Imaging: Computer-Aided Diagnosis 2014: 90353C - 2013
- [c2]Abin Jose, Chandra Sekhar Seelamantula:
Bilateral edge detectors. ICASSP 2013: 1449-1453 - [c1]Abin Jose, Sunder Ram Krishnan, Chandra Sekhar Seelamantula:
Ridge detection using Savitzky-Golay filtering and steerable second-order Gaussian derivatives. ICIP 2013: 3059-3063
Informal and Other Publications
- 2024
- [i4]Raphael van Kempen, Tim Rehbronn, Abin Jose, Johannes Stegmaier, Bastian Lampe
, Timo Woopen, Lutz Eckstein:
Enhancing Lidar-based Object Detection in Adverse Weather using Offset Sequences in Time. CoRR abs/2401.09049 (2024) - 2023
- [i3]Reza Azad, Amirhossein Kazerouni
, Moein Heidari, Ehsan Khodapanah Aghdam, Amirali Molaei, Yiwei Jia, Abin Jose, Rijo Roy, Dorit Merhof:
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review. CoRR abs/2301.03505 (2023) - [i2]Reza Azad, Amirhossein Kazerouni
, Alaa Sulaiman, Afshin Bozorgpour, Ehsan Khodapanah Aghdam, Abin Jose, Dorit Merhof:
Unlocking Fine-Grained Details with Wavelet-based High-Frequency Enhancement in Transformers. CoRR abs/2308.13442 (2023) - 2020
- [i1]Abin Jose, Erik Stefan Ottlik, Christian Rohlfing, Jens-Rainer Ohm:
Optimized Feature Space Learning for Generating Efficient Binary Codes for Image Retrieval. CoRR abs/2001.11400 (2020)
Coauthor Index
![](https://dblp.uni-trier.de/img/cog.dark.24x24.png)
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