Výsledky vyhledávání - "1166: Advances of machine learning in data analytics and visual information Processing"

A leader Harris hawks optimization for 2-D Masi entropy-based multilevel image thresholding Autor Naik, Manoj Kumar, Panda, Rutuparna, Wunnava, Aneesh, Jena, Bibekananda, Abraham, Ajith

“…The multilevel image thresholding is one of the important steps in multimedia tools to understand and interpret the object in the real world. Nevertheless, 1-D…”
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Hybrid deep learning approaches for smartphone sensor-based human activity recognition Autor Ghate, Vasundhara, C, Sweetlin Hemalatha

“…Human Activity Recognition (HAR) has become one of the most important research fields to achieve real-time monitoring of human activities for timely decision…”
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Image-based wheat grain classification using convolutional neural network Autor Lingwal, Surabhi, Bhatia, Komal Kumar, Tomer, Manjeet Singh

“…India is among the largest cultivators and consumers of wheat grains leading to apparent demand for identifying the quality and varietal distribution of wheat…”
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Binary dense sift flow based two stream CNN for human action recognition Autor Park, Sang Kyoo, Chung, Jun Ho, Kang, Tae Koo, Lim, Myo Taeg

“…Two-stream CNN is a widely-used network for human action recognition. Two-stream CNN consists of a spatial stream and a temporal stream. The spatial stream,…”
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Color-UNet++: A resolution for colorization of grayscale images using improved UNet Autor Di, Yide, Zhu, Xiaoke, Jin, Xin, Dou, Qiwei, Zhou, Wei, Duan, Qing

“…Colorization is the computer-assisted application of color to a gray scale image, which presents two problems to modern deep learning-based approaches. One is…”
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Oppositional salp swarm algorithm with mutation operator for global optimization and application in training higher order neural networks Autor Panda, Nibedan, Majhi, Santosh Kumar

“…Effectiveness of any swarm based metaheuristic optimization algorithm focuses on perfect mishmash of operator’s castoff for exploration and exploitation. The…”
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An encoder-decoder based framework for hindi image caption generation Autor Singh, Alok, Singh, Thoudam Doren, Bandyopadhyay, Sivaji

“…In recent times, research activity on image caption generation has attracted several researchers. The present work attempt to address the problem of Hindi…”
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Handwriting-based gender and handedness classification using convolutional neural networks Autor Rahmanian, Mina, Shayegan, Mohammad Amin

“…Demographical handwritings classification has many applications in various disciplines such as biometrics forensics, psychology, archeology, etc. Finding the…”
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A CNN-LSTM based ensemble framework for in-air handwritten Assamese character recognition Autor Choudhury, Ananya, Sarma, Kandarpa Kumar

“…In-air handwriting is a contemporary human computer interaction (HCI) technique which enables users to write and communicate in free space in a simple and…”
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Attention-based encoder-decoder networks for workflow recognition Autor Zhang, Min, Hu, Haiyang, Li, Zhongjin, Chen, Jie

“…Behavior recognition is a fundamental yet challenging task in intelligent surveillance system, which plays an increasingly important role in the process of…”
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FhVLAD: Fine-grained quantization and encoding high-order descriptor statistics for scalable image retrieval Autor Bhowmick, Alexy, Saharia, Sarat, Hazarika, Shyamanta M.

“…We are interested in the encoding of local descriptors of an image ( e.g. SIFT) to design a compact representation vector and thereby address scalable image…”
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A novel image retrieval technique based on semi supervised clustering Autor S, Nisha Chandran, Gangodkar, Durgaprasad

“…Traditionally Content-Based Image Retrieval (CBIR) problems investigate the occurrence of images matching to a user-submitted query image or a sketch drawn by…”
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Face recognition using particle swarm optimization based block ICA Autor Pati, Rasmikanta, Pujari, Arun K, Gahan, Padmavati

“…Face recognition is one of the most important and widely applicable research problems in the subject area of machine learning and computer vision. Extraction…”
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Multiple strategies for trading short-term stock index futures based on visual trend bands Autor Chou, Hsien-Ming, Hung, Chihli

“…Many day traders focus on forecasts of stock index futures. These securities are suitable for frequent and time-sensitive trading as well as for short-term…”
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Seasonal detection of coal overburden dump regions in unsupervised manner using landsat 8 OLI/TIRS images at jharia coal fields Autor Mukherjee, Jit, Mukherjee, Jayanta, Chakravarty, Debashish, Aikat, Subhash

“…Classification and monitoring of surface mining areas have various research challenges. Surface mining produces various land classes such as, quarry, dump,…”
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Finding the largest empty cuboid inside a 3D digital object Autor Mondal, Sharmistha, Biswas, Arindam, Sarkar, Apurba

“…The largest empty cuboid (LEC) which is axis-parallel, placed inside a 3D digital object against the background grid, captures the characteristics of the…”
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Diffuse lung disease classification based on texture features and weighted extreme learning machine Autor Raj, Shyla, Mahanand, B. S., Vinod, D. S.

“…Diffuse lung diseases are a group of chronic disorders that affect the lungs. The highly prevalent lung patterns associated with diffuse lung diseases are…”
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