HFENet: A lightweight hand‐crafted feature enhanced CNN for ceramic tile surface defect detection
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22935
Abstract: Inkjet printing technology can make tiles with very rich and realistic patterns, so it is widely adopted in the ceramic industry. However, the frequent nozzle blockage and inconsistent inkjet volume by inkjet printing devices, usually… read more here.
Keywords: tile surface; detection; hand crafted; feature ... See more keywords
A survey on indoor RGB-D semantic segmentation: from hand-crafted features to deep convolutional neural networks
Sign Up to like & getrecommendations! Published in 2019 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-019-7684-3
Abstract: Semantic segmentation is one of the most important tasks in the field of computer vision. It is the main step towards scene understanding. With the advent of RGB-Depth sensors, such as Microsoft Kinect, nowadays RGB-Depth… read more here.
Keywords: crafted features; rgb depth; segmentation; semantic segmentation ... See more keywords
Facial expression recognition in the wild, by fusion of deep learnt and hand-crafted features
Sign Up to like & getrecommendations! Published in 2020 at "Cognitive Systems Research"
DOI: 10.1016/j.cogsys.2020.03.002
Abstract: Abstract In spite of the recent advancements in the field of deep learning based techniques for facial expression recognition, the efficiency of the state-of-the-art recognition methods in the wild scenarios, remains a challenge. The main… read more here.
Keywords: recognition; expression recognition; hand crafted; facial expression ... See more keywords
A hybrid of deep learning and hand-crafted features based approach for snow cover mapping
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Remote Sensing"
DOI: 10.1080/01431161.2018.1519277
Abstract: ABSTRACT Monitoring the extent of snow cover plays a vital role for a better understanding of current and future climatic, ecological, and water cycle conditions. Previously, several traditional machine learning models have been applied for… read more here.
Keywords: information; learning; deep learning; snow cover ... See more keywords
Length Independent Writer Identification Based on the Fusion of Deep and Hand-Crafted Descriptors
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2927286
Abstract: Writer’s identification from a handwritten text is one of the most challenging machines learning problems because of the variable handwritten sources, various languages, the similarity between writer’s pattern, context variation, and implicit characteristics of handwriting… read more here.
Keywords: writer identification; hand crafted; writer; deep hand ... See more keywords
Image Aesthetic Assessment: A Comparative Study of Hand-Crafted & Deep Learning Models
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3209196
Abstract: Automatic image aesthetics assessment is a computer vision problem dealing with categorizing images into different aesthetic levels. The categorization is usually done by analyzing an input image and computing some measure of the degree to… read more here.
Keywords: image aesthetic; assessment; hand crafted; deep learning ... See more keywords
Leveraging Expert Feature Knowledge for Predicting Image Aesthetics
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2018.2845100
Abstract: The ability to rank the images based on their appearance finds many real-world applications, such as image retrieval or image album creation. Despite the recent dominance of deep learning methods in computer vision which often… read more here.
Keywords: image; feature; image aesthetics; predicting image ... See more keywords
Hand-crafted identities: Sartorial taste and belonging amongst elite women in urban India
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Material Culture"
DOI: 10.1177/1359183519846155
Abstract: Craft in contemporary India is a loaded signifier of the handmade, the vernacular, the traditional, and the authentic. Handloom saris, as part of a pan-Indianized repertoire, index the virtues of traditional femininity, local patronage and… read more here.
Keywords: taste; crafted identities; sartorial taste; identities sartorial ... See more keywords
An Interpretable Hand-Crafted Feature-Based Model for Atrial Fibrillation Detection
Sign Up to like & getrecommendations! Published in 2021 at "Frontiers in Physiology"
DOI: 10.3389/fphys.2021.657304
Abstract: Atrial Fibrillation (AF) is the most common type of cardiac arrhythmia. Early diagnosis of AF helps to improve therapy and prognosis. Machine Learning (ML) has been successfully applied to improve the effectiveness of Computer-Aided Diagnosis… read more here.
Keywords: atrial fibrillation; detection; feature; model ... See more keywords
Skin Lesion Detection Using Hand-Crafted and DL-Based Features Fusion and LSTM
Sign Up to like & getrecommendations! Published in 2022 at "Diagnostics"
DOI: 10.3390/diagnostics12122974
Abstract: The abnormal growth of cells in the skin causes two types of tumor: benign and malignant. Various methods, such as imaging and biopsies, are used by oncologists to assess the presence of skin cancer, but… read more here.
Keywords: skin; skin lesion; features fusion; hand crafted ... See more keywords