eess.IV · 2026-06-10 · No. 19

Image and Video Processing, 2026-06-10.

3 new papers in eess.IV. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

3 entries
  1. 01

    Multimodal Brain Tumour Classification Using Feature Fusion

    Wajih ul Islam, Muhammad Yaqoob, Javed Ali Khan, Volker Steuber

    eess.IV · cs.CV · cs.LG

    Clinicians diagnose brain tumors by synthesizing patient symptoms, medical history, and quantitative imaging data from modalities such as MRI and CT scans into a unified clinical judgement. However, most deep learning models rely on MRI/CT images alone, failing to replicate the clinicians multimodal reasoning. We explore a two-branch multimodal network combining raw MRI scans with 91 extracted radiomic features (intensity, texture, shape, and...

    arxiv.org/abs/2606.11107 · PDF

  2. 02

    ++nnU-Net: Scaling nnU-Net with Prefix-Based Data Augmentation

    Ana Sofia Santos, André Ferreira, Gijs Luijten, Naida Solak, Lisle Faray de Paiva, Behrus Hinrichs-Puladi, Jens...

    eess.IV · cs.AI · cs.CV · cs.LG

    The nnU-Net has demonstrated continuous success in medical segmentation tasks, which heavily rely on the availability and diversity of annotated biomedical data. However, assembling medical imaging cohorts remains challenging due to numerous factors such as privacy regulations and annotation costs. As a result, data augmentation plays a crucial role in increasing data availability while maintaining anatomical feasibility. Hence, we propose...

    arxiv.org/abs/2606.10713 · PDF

  3. 03

    Unsupervised Deep Learning for Limited-Angle STEM-EDX Tomography -- Application to 3D Chemical Analysis of Phase-Change Memory Devices

    Daniel del Pozo Bueno, Serge Brosset, Theo Monniez, Gabriele Navarro, Philippe Ciuciu, Zineb Saghi

    eess.IV · cond-mat.mtrl-sci · cs.LG · physics.ins-det

    Energy Dispersive X-ray (EDX) tomography in Scanning Transmission Electron Microscopy (STEM) enables 3D compositional and elemental mapping at the nanoscale, but its use is limited by restricted tilt ranges and low-dose conditions required to avoid beam damage. Limited-angle acquisition introduces missing-wedge artefacts such as elongation and anisotropic resolution, while noisy low-dose data further degrade reconstruction quality and...

    arxiv.org/abs/2606.10547 · PDF

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