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Volume 260

October 2025

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Contents

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    1. Editorial Board

      Article 104503
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  1. Research Articles

    1. LEAF: Unveiling two sides of the same coin in semi-supervised facial expression recognition

      Article 104451
    2. Adaptive margin for unsupervised domain adaptation without source data

      Article 104455
    3. FCEGNet: Feature calibration and edge-guided MLP decoder Network for RGB-D semantic segmentation

      Article 104448
    4. Separable distributed local thickness algorithm for efficient morphological characterization of terapixel-scale volume images

      Article 104443
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    5. Crack segmentation in roads using synthetic data and RGB-D data fusion

      Article 104452
    6. Parametric kernels for artifact mitigation in patch-based image aggregation using generative models

      Article 104457
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    7. UniMultNet: Action recognition method based on multi-scale feature fusion and video-text constraint guidance

      Article 104456
    8. PakSign: Advancing dynamic Pakistani Sign Language Recognition with a novel skeleton-based dataset and graph-enhanced architectures

      Article 104458
    9. Robust cross-image adversarial watermark with JPEG resistance for defending against Deepfake models

      Article 104459
    10. DBiSeNet: Dual bilateral segmentation network for real-time semantic segmentation

      Article 104461
    11. Multiscale Spatio-Temporal Fusion Network for video dehazing

      Article 104462
    12. SAVE: Segment Audio-Visual Easy way using the Segment Anything Model

      Article 104460
    13. Training-free diffusion for controlling illumination conditions in images

      Article 104450
    14. PConvSRGAN: Real-world super-resolution reconstruction with pure convolutional networks

      Article 104465
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    15. CCANet: A Cross-scale Context Aggregation Network for UAV object detection

      Article 104472
    16. Adaptive illumination and noise-free detail recovery via visual decomposition for low-light image enhancement

      Article 104466
    17. Representation learning of point cloud upsampling in global and local inputs

      Article 104467
    18. EGLC: Enhancing Global Localization Capability for medical image segmentation

      Article 104471
    19. Adaptive DETR: A framework with dynamic sampling points and feature-guided adaptive attention updates

      Article 104481
    20. Context perturbation: A Consistent alignment approach for Domain Adaptive Semantic Segmentation

      Article 104464
    21. GaitBranch: A multi-branch refinement model combined with frame-channel attention mechanism for gait recognition

      Article 104463
    22. Multimodal vs. unimodal approaches to uncertainty in 3D image segmentation under distribution shifts

      Article 104473
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    23. Adaptive bias learning via gradient-based reweighting and constrained pruning for robust Visual Question Answering

      Article 104484
    24. Unified learning for image–text alignment via multi-scale feature fusion

      Article 104468
    25. Physics-guided human interaction generation via motion diffusion model

      Article 104470
    26. Comprehensive regional guidance for attention map semantics in text-to-image diffusion models

      Article 104492
    27. Edge-aware graph reasoning network for image manipulation localization

      Article 104490
  2. Special Issue on Recent Advances in Assistive Computer Vision and Robotics

    1. Made-In: An immersive human-in-the-loop analytics platform for enhancing creative processes in fashion

      Article 104454
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    2. Optimizing ambiguous speech emotion recognition through spatial–temporal parallel network with label correction strategy

      Article 104483
  3. Special Issue on Foundational Models for Pixel-level Scene Understanding

    1. EntroFormer: An entropy-based sparse vision transformer for real-time semantic segmentation

      Article 104482

About this publication

ISSN: 1077-3142