Abin Jose

28 papers B 7Misc 4Journal 8Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
Comparative Analysis of Unsupervised and Supervised Autoencoders for Nuclei Classification in Clear Cell Renal Cell Carcinoma Images.
ISBI
Fatemeh Javadian, Zahra Aminparast, Johannes Stegmaier, Abin Jose
2025 J jnl
Comparative Analysis of Unsupervised and Supervised Autoencoders for Nuclei Classification in Clear Cell Renal Cell Carcinoma Images.
CoRR
Fatemeh Javadian, Zahra Aminparast, Johannes Stegmaier, Abin Jose
2024 J jnl
Advances in medical image analysis with vision Transformers: A comprehensive review.
Medical Image Anal.
Reza Azad, Amirhossein Kazerouni, Moein Heidari, Ehsan Khodapanah Aghdam, Amirali Molaei, Yiwei Jia, Abin Jose, Rijo Roy, Dorit Merhof
2024 B conf
Cell Cycle State Prediction Using Graph Neural Networks.
ICIP
Sayan Acharya, Aditya Ganguly, Ram Sarkar, Abin Jose
2024 B conf
Deep Learning Approach for Renal Cell Carcinoma Detection, Subtyping, And Grading.
ICIP
Maroof Abdul Aziz, Fatemeh Javadian, Sherin Susheel Mathew, Avinash Gopal, Johannes Stegmaier, Sonit Singh, Abin Jose
2024 J jnl
Denoising diffusion probabilistic models for generation of realistic fully-annotated microscopy image datasets.
PLoS Comput. Biol.
Dennis Eschweiler, Rüveyda Yilmaz, Matisse Baumann, Ina Laube, Rijo Roy, Abin Jose, Daniel Brückner, Johannes Stegmaier
2024 J jnl
Enhancing Lidar-based Object Detection in Adverse Weather using Offset Sequences in Time.
CoRR
Raphael van Kempen, Tim Rehbronn, Abin Jose, Johannes Stegmaier, Bastian Lampe, Timo Woopen, Lutz Eckstein
2023 J jnl
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review.
CoRR
Reza Azad, Amirhossein Kazerouni, Moein Heidari, Ehsan Khodapanah Aghdam, Amirali Molaei, Yiwei Jia, Abin Jose, Rijo Roy, Dorit Merhof
2023 Misc conf
End-to-End Classification of Cell-Cycle Stages with Center-Cell Focus Tracker Using Recurrent Neural Networks.
ICASSP
Abin Jose, Rijo Roy, Dennis Eschweiler, Ina Laube, Reza Azad, Daniel Moreno-Andrés, Johannes Stegmaier
2023 — conf
Enhancing Lidar-Based Object Detection in Adverse Weather Using Offset Sequences in Time.
ICECET
Raphael van Kempen, Tim Rehbronn, Abin Jose, Johannes Stegmaier, Bastian Lampe, Timo Woopen, Lutz Eckstein
2023 — conf
Unlocking Fine-Grained Details with Wavelet-Based High-Frequency Enhancement in Transformers.
MLMI@MICCAI (1)
Reza Azad, Amirhossein Kazerouni, Alaa Sulaiman, Afshin Bozorgpour, Ehsan Khodapanah Aghdam, Abin Jose, Dorit Merhof
2023 J jnl
Unlocking Fine-Grained Details with Wavelet-based High-Frequency Enhancement in Transformers.
CoRR
Reza Azad, Amirhossein Kazerouni, Alaa Sulaiman, Afshin Bozorgpour, Ehsan Khodapanah Aghdam, Abin Jose, Dorit Merhof
2023 — conf
Weakly-supervised Temporal Segmentation of Cell-cycle Stages with Center-cell Focus using Recurrent Neural Networks.
Bildverarbeitung für die Medizin
Abin Jose, Rijo Roy, Johannes Stegmaier
2022 Misc conf
Deep Hashing with Hash Center Update for Efficient Image Retrieval.
ICASSP
Abin Jose, Daniel Filbert, Christian Rohlfing, Jens-Rainer Ohm
2022 B conf
Linear Discriminant Analysis Metric Learning Using Siamese Neural Networks.
ICIP
Abin Jose, Qi Mei, Dennis Eschweiler, Ina Laube, Johannes Stegmaier
2022 J jnl
Optimized feature space learning for generating efficient binary codes for image retrieval.
Signal Process. Image Commun.
Abin Jose, Erik Stefan Ottlik, Christian Rohlfing, Jens-Rainer Ohm
2021 — —
Optimized feature space learning and binary hashing for image retrieval.
Abin Jose
2020 B conf
Deep Subclass Linear Discriminant Analysis For Multimodal Feature Space Learning.
ICIP
Abin Jose, Shen Yan, Mi Zhang, Jens-Rainer Ohm
2020 J jnl
Optimized Feature Space Learning for Generating Efficient Binary Codes for Image Retrieval.
CoRR
Abin Jose, Erik Stefan Ottlik, Christian Rohlfing, Jens-Rainer Ohm
2018 — conf
Optimized Binary Hashing Codes Generated by Siamese Neural Networks for Image Retrieval.
EUSIPCO
Abin Jose, Timo Horstmann, Jens-Rainer Ohm
2018 B conf
Pyramid Pooling of Convolutional Feature Maps for Image Retrieval.
ICIP
Abin Jose, Ricard Durall Lopez, Iris Heisterklaus, Mathias Wien
2017 Misc conf
Bag of Fisher Vectors representation of images by saliency-based spatial partitioning.
ICASSP
Abin Jose, Iris Heisterklaus
2017 B conf
Binary hashing using siamese neural networks.
ICIP
Abin Jose, Shen Yan, Iris Heisterklaus
2015 — conf
Human wound photogrammetry with low-cost hardware based on automatic calibration of geometry and color.
Computer-Aided Diagnosis
Abin Jose, Daniel Haak, Stephan M. Jonas, Vincent Brandenburg, Thomas M. Deserno
2015 — conf
Towards Standardized Wound Imaging.
Bildverarbeitung für die Medizin
Abin Jose, Daniel Haak, Stephan M. Jonas, Vincent Brandenburg, Thomas Martin Deserno
2014 — conf
Towards quantitative assessment of calciphylaxis.
Computer-Aided Diagnosis
Thomas M. Deserno, István Sárándi, Abin Jose, Daniel Haak, Stephan M. Jonas, Paula Specht, Vincent Brandenburg
2013 Misc conf
Bilateral edge detectors.
ICASSP
Abin Jose, Chandra Sekhar Seelamantula
2013 B conf
Ridge detection using Savitzky-Golay filtering and steerable second-order Gaussian derivatives.
ICIP
Abin Jose, Sunder Ram Krishnan, Chandra Sekhar Seelamantula