Abin Jose

According to our database, Abin Jose authored at least 20 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Denoising diffusion probabilistic models for generation of realistic fully-annotated microscopy image datasets.

Dennis Eschweiler, Rüveyda Yilmaz, Matisse Baumann, Ina Laube, Rijo Roy, Abin Jose, Daniel Brückner, Johannes Stegmaier

PLoS Comput. Biol., February, 2024

Advances in medical image analysis with vision Transformers: A comprehensive review.

Reza Azad, Amirhossein Kazerouni, Moein Heidari, Ehsan Khodapanah Aghdam, Amirali Molaei, Yiwei Jia, Abin Jose, Rijo Roy, Dorit Merhof

Medical Image Anal., January, 2024

Enhancing Lidar-based Object Detection in Adverse Weather using Offset Sequences in Time.

Raphael van Kempen, Tim Rehbronn, Abin Jose, Johannes Stegmaier, Bastian Lampe, Timo Woopen, Lutz Eckstein

CoRR, 2024

2023

Unlocking Fine-Grained Details with Wavelet-Based High-Frequency Enhancement in Transformers.

Reza Azad, Amirhossein Kazerouni, Alaa Sulaiman, Afshin Bozorgpour, Ehsan Khodapanah Aghdam, Abin Jose, Dorit Merhof

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

End-to-End Classification of Cell-Cycle Stages with Center-Cell Focus Tracker Using Recurrent Neural Networks.

Abin Jose, Rijo Roy, Dennis Eschweiler, Ina Laube, Reza Azad, Daniel Moreno-Andrés, Johannes Stegmaier

Proceedings of the IEEE International Conference on Acoustics, 2023

Weakly-supervised Temporal Segmentation of Cell-cycle Stages with Center-cell Focus using Recurrent Neural Networks.

Abin Jose, Rijo Roy, Johannes Stegmaier

Proceedings of the Bildverarbeitung für die Medizin 2023, 2023

2022

Optimized feature space learning for generating efficient binary codes for image retrieval.

Abin Jose, Erik Stefan Ottlik, Christian Rohlfing, Jens-Rainer Ohm

Signal Process. Image Commun., 2022

Linear Discriminant Analysis Metric Learning Using Siamese Neural Networks.

Abin Jose, Qi Mei, Dennis Eschweiler, Ina Laube, Johannes Stegmaier

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Deep Hashing with Hash Center Update for Efficient Image Retrieval.

Abin Jose, Daniel Filbert, Christian Rohlfing, Jens-Rainer Ohm

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Optimized feature space learning and binary hashing for image retrieval.

Abin Jose

PhD thesis, 2021

2020

Deep Subclass Linear Discriminant Analysis For Multimodal Feature Space Learning.

Abin Jose, Shen Yan, Mi Zhang, Jens-Rainer Ohm

Proceedings of the IEEE International Conference on Image Processing, 2020

2018

Pyramid Pooling of Convolutional Feature Maps for Image Retrieval.

Abin Jose, Ricard Durall Lopez, Iris Heisterklaus, Mathias Wien

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Optimized Binary Hashing Codes Generated by Siamese Neural Networks for Image Retrieval.

Abin Jose, Timo Horstmann, Jens-Rainer Ohm

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Binary hashing using siamese neural networks.

Abin Jose, Shen Yan, Iris Heisterklaus

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Bag of Fisher Vectors representation of images by saliency-based spatial partitioning.

Abin Jose, Iris Heisterklaus

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2015

Human wound photogrammetry with low-cost hardware based on automatic calibration of geometry and color.

Abin Jose, Daniel Haak, Stephan M. Jonas, Vincent Brandenburg, Thomas M. Deserno

Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Towards Standardized Wound Imaging.

Abin Jose, Daniel Haak, Stephan M. Jonas, Vincent Brandenburg, Thomas Martin Deserno

Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015

2014

Towards quantitative assessment of calciphylaxis.

Thomas M. Deserno, István Sárándi, Abin Jose, Daniel Haak, Stephan M. Jonas, Paula Specht, Vincent Brandenburg

Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014

2013

Ridge detection using Savitzky-Golay filtering and steerable second-order Gaussian derivatives.

Abin Jose, Sunder Ram Krishnan, Chandra Sekhar Seelamantula

Proceedings of the IEEE International Conference on Image Processing, 2013

Bilateral edge detectors.

Abin Jose, Chandra Sekhar Seelamantula

Proceedings of the IEEE International Conference on Acoustics, 2013