… local imagefeatures, to strengthen the robustness and discrimination of imagerepresentation… and discriminative imagerepresentationsusing global and local multi-feature scheme. The …
… featurerepresentation from images and their similarity measures with application to CBIR tasks, eg object and landmark imageretrieval… measure the robustness against image rotations, …
W Wang, P Jiao, H Liu, X Ma, Z Shang - Multimedia Tools and …, 2022 - Springer
… and the high-level semantic information and improve the accuracy, speed and robustness of imageretrieval, this study presents a two-stage CBIR algorithm based on sparse …
C Celik, HS Bilge - Pattern Recognition, 2017 - Elsevier
… ContentBasedImageRetrieval (CBIR) has been widely studied in the last two decades. Unlike text based imageretrieval techniques, visual properties of images … low level features and …
MK Alsmadi - Arabian Journal for Science and Engineering, 2020 - Springer
… vast robust and important features from the images database … For retrieval task, the representations of these local features … Invariant Feature Transform demonstrates robustness …
… representation of the visual contents of the images [17, 18]. In order to augment the effectiveness and reliability of imageretrieval, different feature … as two strong local features. According …
SK Sundararajan, B Sankaragomathi… - … of medical systems, 2019 - Springer
… The retrieval of the AN affected bone images is challenging due to its varied fracture … methodology for retrieval of AN images utilizing Deep Belief CNN FeatureRepresentation. Initially, …
R Ashraf, M Ahmed, U Ahmad, MA Habib… - Multimedia tools and …, 2020 - Springer
… clustering is robust for imageretrieval as it maintains a balance in feature vector representation. … To find the texture representation, we use standard deviation σ mn and mean μ mn for a …
… Also, the identification of reliable composite features is costly. Instead… representations. Then, we explain our proposed method for imageretrieval application using sparse representation…