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- research-articleFebruary 2025
An Underwater Imaging Generative Adversarial Network by Simulating the Mechanism of Light Propagation in Water
ACM Transactions on Intelligent Systems and Technology (TIST), Volume 16, Issue 2Article No.: 31, Pages 1–18https://doi.org/10.1145/3709003Since capturing underwater images without degradation is challenging, there are few real image datasets with paired ground truth for underwater image enhancement. In this article, we propose a generative adversarial network (UIGAN) for underwater imaging; ...
- research-articleSeptember 2024
Cross-modality interaction reasoning for enhancing vision-language pre-training in image-text retrieval
Applied Intelligence (KLU-APIN), Volume 54, Issue 23Pages 12230–12245https://doi.org/10.1007/s10489-024-05823-1AbstractRecent days have seen significant improvements in multi-modal learning made by Vision-Language Pre-training (VLP) models. However, most of them employ the coarse-grained global alignment to overcome semantic gap for generating common ...
- research-articleJuly 2024
Cross-modal Semantic Interference Suppression for image-text matching
Engineering Applications of Artificial Intelligence (EAAI), Volume 133, Issue PAhttps://doi.org/10.1016/j.engappai.2024.108005AbstractImage-text matching, which aims at precisely measuring the visual-semantic similarities between images and texts, is a fundamental research topic in multimedia analysis domain. Current methods have obtained an impressive performance by taking ...
- research-articleJuly 2022
A novel underwater image restoration method based on decomposition network and physical imaging model
International Journal of Intelligent Systems (IJIS), Volume 37, Issue 9Pages 5672–5690https://doi.org/10.1002/int.22806AbstractUnderwater image restoration is one of the significant research in marine engineering and aquatic robotics. However, due to the propagation characteristics of light and the serious turbidity in underwater, the captured images often have ...
- research-articleFebruary 2022
A modified fuzzy clustering algorithm based on dynamic relatedness model for image segmentation
The Visual Computer: International Journal of Computer Graphics (VISC), Volume 39, Issue 4Pages 1583–1596https://doi.org/10.1007/s00371-022-02430-4AbstractAccurate segmentation is the basis of object detection, computer vision and other fields. However, the complexity of images, together with the existence of noise and other image artifacts, makes image segmentation still a bottleneck. In this paper,...
- research-articleJanuary 2020
Improving image segmentation based on patch-weighted distance and fuzzy clustering
Multimedia Tools and Applications (MTAA), Volume 79, Issue 1-2Pages 633–657https://doi.org/10.1007/s11042-019-08041-xAbstractImage segmentation is the basis of image analysis, object tracking, and other fields. However, image segmentation is still a bottleneck due to the complexity of images. In recent years, fuzzy clustering is one of the most important selections for ...
- research-articleJuly 2019
Accurate Ulva prolifera regions extraction of UAV images with superpixel and CNNs for ocean environment monitoring
Neurocomputing (NEUROC), Volume 348, Issue CPages 158–168https://doi.org/10.1016/j.neucom.2018.06.088AbstractUAV (Unmanned Aerial Vehicle) monitoring mounted with high resolution camera is a rising way to monitor the ocean environment, and it can make up the shortages of low spatial and temporal resolutions of SAR images. How to get the ...
- articleMay 2019
Patch-based fuzzy clustering for image segmentation
Soft Computing - A Fusion of Foundations, Methodologies and Applications (SOFC), Volume 23, Issue 9Pages 3081–3093https://doi.org/10.1007/s00500-017-2955-2Fuzzy C-means has been adopted for image segmentation, but it is sensitive to noise and other image artifacts due to not considering neighbor information. In order to solve this problem, many improved algorithms have been proposed, such as fuzzy local ...
- articleApril 2019
Two-dimensional histogram modification based reversible data hiding using motion vector for H.264
Multimedia Tools and Applications (MTAA), Volume 78, Issue 7Pages 8167–8181https://doi.org/10.1007/s11042-018-6729-3Histogram modification (HM) is an efficient algorithm for reversible data hiding into H.264 video, motion vector based methods have been applied to HM. In this paper, we present a special strategy of reversible data hiding using motion vector based on ...
- articleNovember 2018
Some classes of permutation polynomials over finite fields with odd characteristic
Applicable Algebra in Engineering, Communication and Computing (AAECC), Volume 29, Issue 5Pages 409–431Permutation polynomials have important applications in cryptography, coding theory, combinatorial designs, and other areas of mathematics and engineering. Finding new classes of permutation polynomials is therefore an interesting subject of study. In ...
- articleJune 2018
Saliency detection using quaternionic distance based weber local descriptor and level priors
Multimedia Tools and Applications (MTAA), Volume 77, Issue 11Pages 14343–14360https://doi.org/10.1007/s11042-017-5032-zIn this paper, a novel and efficient framework by exploiting Quaternionic Distance Based Weber Local Descriptor (QDWLD) and object cues is proposed for image saliency detection. In contrast to the existing saliency detection models, the advantage of the ...
- articleMay 2018
Specular reflection removal of ocean surface remote sensing images from UAVs
Multimedia Tools and Applications (MTAA), Volume 77, Issue 9Pages 11363–11379https://doi.org/10.1007/s11042-017-5551-7Images captured by UAVs above the sea surface often contain lots of highlight regions due to the specular reflection of solar radiation on the non-flat sea surface. The existence of a great deal of specular highlight components may cover the objects ...
- articleJanuary 2018
An improved genetic algorithm for three-dimensional reconstruction from a single uniform texture image
Soft Computing - A Fusion of Foundations, Methodologies and Applications (SOFC), Volume 22, Issue 2Pages 477–486https://doi.org/10.1007/s00500-016-2348-yThree-dimensional reconstruction from a single input image is a very difficult issue, especially for the texture images. Moreover, the unknown lighting parameters also make this problem more complex. In this paper, an improved genetic algorithm has been ...
- articleMarch 2017
Improved fuzzy clustering algorithm with non-local information for image segmentation
Multimedia Tools and Applications (MTAA), Volume 76, Issue 6Pages 7869–7895https://doi.org/10.1007/s11042-016-3399-xFuzzy C-means(FCM) has been adopted to perform image segmentation due to its simplicity and efficiency. Nevertheless it is sensitive to noise and other image artifacts because of not considering spatial information. Up to now, a series of improved FCM ...
- research-articleSeptember 2016
Reconstruction of normal and albedo of convex Lambertian objects by solving ambiguity matrices using SVD and optimization method
Neurocomputing (NEUROC), Volume 207, Issue CPages 95–104https://doi.org/10.1016/j.neucom.2016.03.064Photometric stereo (PMS) can reconstruct shape and albedo of an object by using multiple images captured under varied illumination directions. However, PMS may fail if light intensity is varied across different images captured under different unknown ...
- ArticleJuly 2016
Batch Verifiable Computation with Public Verifiability for Outsourcing Polynomials and Matrix Computations
Proceedings, Part I, of the 21st Australasian Conference on Information Security and Privacy - Volume 9722Pages 293–309https://doi.org/10.1007/978-3-319-40253-6_18In a verifiable computation VC scheme, a client asks a server to perform some outsourced computations, and the latter returns the results as its response. The results can be verified privately or publicly. Fiore and Gennaro CCS 2012 constructed publicly ...
- articleJune 2015
Fast 3D face reconstruction based on uncalibrated photometric stereo
Multimedia Tools and Applications (MTAA), Volume 74, Issue 11Pages 3635–3650https://doi.org/10.1007/s11042-013-1791-3This paper proposes a fast algorithm for three-dimensional face reconstruction using uncalibrated Photometric Stereo. With a reference face model, lighting parameters are estimated from input face images lighted by unknown illumination, which can be ...
- research-articleNovember 2014
Dynamical analysis of a logistic equation with spatio-temporal delay
Applied Mathematics and Computation (APMC), Volume 247, Issue CPages 996–1002https://doi.org/10.1016/j.amc.2014.09.067This paper is concerned with a logistic equation with spatio-temporal delay. The local asymptotic behavior of positive constant steady-state solution of the equation is considered. In particular, by using the iterative technique, sufficient conditions ...
- ArticleAugust 2007
A New BP Neural Network Model Based on the Random Fuzzy Theory
FSKD '07: Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery - Volume 01Pages 42–45https://doi.org/10.1109/FSKD.2007.71The field of neural networks can be thought of as being related to artificial intelligence, machine learning, parallel processing, statistics, and other fields. The attraction of neural networks is that they are best suited to solving the problems that ...