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  1. Underwater image sharpening and color correction via dataset based on revised underwater image formation model

    Underwater images bring about substantial information to many tasks regarding marine science or coastal engineering. Meanwhile, enhancement of...

    Shunsuke Takao in The Visual Computer
    Article 13 April 2024
  2. A novel highland and freshwater-circumstance dataset: advancing underwater image enhancement

    As an important underlying visual processing task, underwater image enhancement techniques have received a lot of attention from researchers due to...

    Zhen Li, Kaixiang Yan, ... Jiarui Quan in The Visual Computer
    Article 01 April 2024
  3. Toward effective image forensics via a novel computationally efficient framework and a new image splice dataset

    Splice detection models are the need of the hour since splice manipulations can be used to mislead, spread rumors and create disharmony in society....

    Ankit Yadav, Dinesh Kumar Vishwakarma in Signal, Image and Video Processing
    Article 16 March 2024
  4. Multi-dataset learning with channel modulation loss for blind image quality assessment

    In Blind Image Quality Assessment (BIQA), due to the problem of laborious labeling, it is perceived as the intractability of collecting a new...

    Hui Li, Zhaoyi Yan, **aopeng Fan in Multimedia Tools and Applications
    Article 01 April 2024
  5. SAWIT: A small-sized animal wild image dataset with annotations

    Computer vision has found many applications in automatic wildlife data analytics and biodiversity monitoring. Automating tasks like animal...

    Thi Thu Thuy Nguyen, Anne C. Eichholtzer, ... Duc Thanh Nguyen in Multimedia Tools and Applications
    Article Open access 25 September 2023
  6. The image and ground truth dataset of Mongolian movable-type newspapers for text recognition

    OCR approaches have been widely advanced in recent years thanks to the resurgence of deep learning. However, to the best of our knowledge, there is...

    Article 07 September 2023
  7. iLIAC: An approach of identifying dissimilar groups on unstructured numerical image dataset using improved agglomerative clustering technique

    Unstructured Numerical Image Dataset Separation (UNIDS) method employing an enhanced unsupervised clustering technique. The objective is to delineate...

    Sreedhar Kumar S., Syed Thouheed Ahmed, ... Garima Sinha in Multimedia Tools and Applications
    Article 18 June 2024
  8. A novel image dataset for source camera identification and image based recognition systems

    Multimodal emotion recognition has attracted a great deal of attention in recent years, with new interesting applications now being considered. One...

    Andrea Bruno, Paola Capasso, ... Riccardo Improta in Multimedia Tools and Applications
    Article Open access 17 June 2022
  9. An augmented mammogram image dataset and its performance analysis for various classification models

    For a pattern classification problem, dataset size plays a vital role in the training and testing of the used classifier. With a smaller dataset, the...

    Bhanu Prakash Sharma, Ravindra Kumar Purwar in Multimedia Tools and Applications
    Article 01 March 2023
  10. IRUVD: a new still-image based dataset for automatic vehicle detection

    One of the difficult tasks in the field of computer vision is the classification and detection of vehicles. Researchers from all over the world are...

    Asfak Ali, Ram Sarkar, Debesh Kumar Das in Multimedia Tools and Applications
    Article 17 June 2023
  11. JUIVCDv1: development of a still-image based dataset for indian vehicle classification

    An automatic vehicle classification (AVC) system designed from either still images or videos has the potential to bring significant benefits to the...

    Sourajit Maity, Debam Saha, ... Ram Sarkar in Multimedia Tools and Applications
    Article 07 February 2024
  12. Integrated Dataset-Preparation System for ML-Based Medical Image Diagnosis with High Clinical Applicability in Various Modalities and Diagnoses

    This study proposed an integrated dataset-preparation system for ML-based medical image diagnosis, offering high clinical applicability in various...

    My N. Nguyen, Kotori Harada, ... Masayuki Fukuzawa in SN Computer Science
    Article Open access 26 June 2024
  13. Dataset and semantic based-approach for image sonification

    This paper presents an image-audio dataset and a mid-level image sonification system that strives to help visually impaired users understand the...

    O. K. Toffa, M. Mignotte in Multimedia Tools and Applications
    Article 03 May 2022
  14. Inv3D: a high-resolution 3D invoice dataset for template-guided single-image document unwar**

    Numerous business workflows involve printed forms, such as invoices or receipts, which are often manually digitalized to persistently search or store...

    Felix Hertlein, Alexander Naumann, Patrick Philipp in International Journal on Document Analysis and Recognition (IJDAR)
    Article Open access 29 April 2023
  15. MEDIC: a multi-task learning dataset for disaster image classification

    Recent research in disaster informatics demonstrates a practical and important use case of artificial intelligence to save human lives and suffering...

    Firoj Alam, Tanvirul Alam, ... Ferda Ofli in Neural Computing and Applications
    Article Open access 03 September 2022
  16. Prompt Me a Dataset: An Investigation of Text-Image Prompting for Historical Image Dataset Creation Using Foundation Models

    In this paper, we present a pipeline for image extraction from historical documents using foundation models, and evaluate text-image prompts and...
    Hassan El-Hajj, Matteo Valleriani in Image Analysis and Processing - ICIAP 2023 Workshops
    Conference paper 2024
  17. STRAMPN: Histopathological image dataset for ovarian cancer detection incorporating AI-based methods

    Ovarian cancer, characterized by uncontrolled cell growth in the ovaries, poses a significant threat to women’s reproductive health. Often referred...

    Samridhi Singh, Malti Kumari Maurya, Nagendra Pratap Singh in Multimedia Tools and Applications
    Article 02 September 2023
  18. An ultra-specific image dataset for automated insect identification

    Automated identification of insects is a tough task where many challenges like data limitation, imbalanced data count, and background noise needs to...

    D. L. Abeywardhana, C. D. Dangalle, ... Yashas Mallawarachchi in Multimedia Tools and Applications
    Article 09 November 2021
  19. The MAMe dataset: on the relevance of high resolution and variable shape image properties

    The mostcommon approach in image classification tasks is to resize all images in the dataset to a unique shape, while reducing their resolution to a...

    Ferran Parés, Anna Arias-Duart, ... Jesús Labarta in Applied Intelligence
    Article 29 January 2022
  20. Leveraging automatic personalised nutrition: food image recognition benchmark and dataset based on nutrition taxonomy

    Maintaining a healthy lifestyle has become increasingly challenging in today’s sedentary society marked by poor eating habits. To address this issue,...

    Sergio Romero-Tapiador, Ruben Tolosana, ... Javier Ortega-Garcia in Multimedia Tools and Applications
    Article Open access 18 April 2024
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