Abin Jose

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 19

Top Topics

Linear Discriminant

Image Retrieval

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Publications

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 (2024)
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 (2024)
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)
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 (2023)
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 (2023)
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)
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)
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)
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 (2022)
Abin Jose, Daniel Filbert, Christian Rohlfing, Jens-Rainer Ohm
Deep Hashing with Hash Center Update for Efficient Image Retrieval. ICASSP (2022)
Abin Jose, Qi Mei, Dennis Eschweiler, Ina Laube, Johannes Stegmaier
Linear Discriminant Analysis Metric Learning Using Siamese Neural Networks. ICIP (2022)
Abin Jose, Erik Stefan Ottlik, Christian Rohlfing, Jens-Rainer Ohm
Optimized Feature Space Learning for Generating Efficient Binary Codes for Image Retrieval. CoRR (2020)
Abin Jose, Shen Yan, Mi Zhang, Jens-Rainer Ohm
Deep Subclass Linear Discriminant Analysis For Multimodal Feature Space Learning. ICIP (2020)
Abin Jose, Ricard Durall Lopez, Iris Heisterklaus, Mathias Wien
Pyramid Pooling of Convolutional Feature Maps for Image Retrieval. ICIP (2018)
Abin Jose, Timo Horstmann, Jens-Rainer Ohm
Optimized Binary Hashing Codes Generated by Siamese Neural Networks for Image Retrieval. EUSIPCO (2018)
Abin Jose, Shen Yan, Iris Heisterklaus
Binary hashing using siamese neural networks. ICIP (2017)
Abin Jose, Iris Heisterklaus
Bag of Fisher Vectors representation of images by saliency-based spatial partitioning. ICASSP (2017)
Abin Jose, Daniel Haak, Stephan M. Jonas, Vincent Brandenburg, Thomas Martin Deserno
Towards Standardized Wound Imaging. Bildverarbeitung für die Medizin (2015)
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)
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)
Abin Jose, Chandra Sekhar Seelamantula
Bilateral edge detectors. ICASSP (2013)
Abin Jose, Sunder Ram Krishnan, Chandra Sekhar Seelamantula
Ridge detection using Savitzky-Golay filtering and steerable second-order Gaussian derivatives. ICIP (2013)