Suchergebnisse - 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 von Naik, Manoj Kumar, Panda, Rutuparna, Wunnava, Aneesh, Jena, Bibekananda, Abraham, Ajith

“… Nevertheless, 1-D Masi entropy is quite new in the thresholding application. However, the 1-D Masi entropy-based image thresholding fails to consider the contextual information …”
Volltext

Hybrid deep learning approaches for smartphone sensor-based human activity recognition von Ghate, Vasundhara, C, Sweetlin Hemalatha

“… (Activities of Daily Living). Various Machine Learning, Deep learning and hybrid models have been proposed and implemented for HAR …”
Volltext

Image-based wheat grain classification using convolutional neural network von Lingwal, Surabhi, Bhatia, Komal Kumar, Tomer, Manjeet Singh

“… the grains based upon specific end products, demand, and prices of individual variety. The growth of Machine Learning and Computer Vision in agriculture, facilitate …”
Volltext

Color-UNet++: A resolution for colorization of grayscale images using improved UNet von 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 …”
Volltext

Oppositional salp swarm algorithm with mutation operator for global optimization and application in training higher order neural networks von Panda, Nibedan, Majhi, Santosh Kumar

“… Two techniques such as normal distributed mutation operator and oppositional learning …”
Volltext

Binary dense sift flow based two stream CNN for human action recognition von 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, …”
Volltext

Handwriting-based gender and handedness classification using convolutional neural networks von Rahmanian, Mina, Shayegan, Mohammad Amin

“… Two databases, IAM (English texts) and KHATT (Arabic texts) have been employed in this study …”
Volltext

Multiple strategies for trading short-term stock index futures based on visual trend bands von Chou, Hsien-Ming, Hung, Chihli

“… This study uses sequential minimal optimization and other machine learning algorithms to evaluate the performance of visual trend bands and derive strategies for better predictions …”
Volltext

Diffuse lung disease classification based on texture features and weighted extreme learning machine von Raj, Shyla, Mahanand, B. S., Vinod, D. S.

“… To address the sample imbalance in the data weighted extreme learning machine classifier is employed in this work …”
Volltext

An encoder-decoder based framework for hindi image caption generation von Singh, Alok, Singh, Thoudam Doren, Bandyopadhyay, Sivaji

“… The present work attempt to address the problem of Hindi image caption generation using Hindi Visual genome dataset …”
Volltext

A CNN-LSTM based ensemble framework for in-air handwritten Assamese character recognition von 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 …”
Volltext

Face recognition using particle swarm optimization based block ICA von 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 …”
Volltext

Attention-based encoder-decoder networks for workflow recognition von Zhang, Min, Hu, Haiyang, Li, Zhongjin, Chen, Jie

“… ”. However, monitoring the workflow of both workers and machines in production procedure is quite difficult in complex industrial environments …”
Volltext

Seasonal detection of coal overburden dump regions in unsupervised manner using landsat 8 OLI/TIRS images at jharia coal fields von Mukherjee, Jit, Mukherjee, Jayanta, Chakravarty, Debashish, Aikat, Subhash

“… In the past, various land classes of surface mining areas are detected by supervised and semi-supervised machine learning techniques …”
Volltext

FhVLAD: Fine-grained quantization and encoding high-order descriptor statistics for scalable image retrieval von 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 …”
Volltext

A novel image retrieval technique based on semi supervised clustering von S, Nisha Chandran, Gangodkar, Durgaprasad

“… However, there is often limited support for retrieving semantically similar images from large databases, matching the user’s perception …”
Volltext

Finding the largest empty cuboid inside a 3D digital object von 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 …”
Volltext