Search Results - "1166: Advances of machine learning in data analytics and visual information processing"

A novel image retrieval technique based on semi supervised clustering.

Authors: S, Nisha Chandran Gangodkar, Durgaprasad

Source: Multimedia Tools & Applications; Nov2021, Vol. 80 Issue 28/29, p35741-35769, 29p

Subject Terms: IMAGE retrieval, CONTENT-based image retrieval, IMAGE registration, DECISION trees, GAUSSIAN mixture models

Geographic Terms: PONCE (P.R.)

Company/Entity: COREL Corp.

An encoder-decoder based framework for hindi image caption generation.

Authors: Singh, Alok Singh, Thoudam Doren Bandyopadhyay, Sivaji

Source: Multimedia Tools & Applications; Nov2021, Vol. 80 Issue 28/29, p35721-35740, 20p

Subject Terms: CONVOLUTIONAL neural networks, IMAGE representation, ORAL communication, NATIVE language

Geographic Terms: INDIA

Color-UNet++: A resolution for colorization of grayscale images using improved UNet++.

Authors: Di, Yide Zhu, Xiaoke Jin, Xin et al.

Source: Multimedia Tools & Applications; Nov2021, Vol. 80 Issue 28/29, p35629-35648, 20p

Subject Terms: PROBLEM solving, LEARNING ability, DEEP learning

Binary dense sift flow based two stream CNN for human action recognition.

Authors: Park, Sang Kyoo Chung, Jun Ho Kang, Tae Koo et al.

Source: Multimedia Tools & Applications; Nov2021, Vol. 80 Issue 28/29, p35697-35720, 24p

Subject Terms: HUMAN behavior, PROBLEM solving, OPTICAL flow, OPTICAL images

Face recognition using particle swarm optimization based block ICA.

Authors: Pati, Rasmikanta Pujari, Arun K Gahan, Padmavati

Source: Multimedia Tools & Applications; Nov2021, Vol. 80 Issue 28/29, p35685-35695, 11p

Subject Terms: COMPUTER vision, PARTICLE swarm optimization, MAXIMUM likelihood statistics, FEATURE extraction, IMAGE segmentation, MACHINE learning

Attention-based encoder-decoder networks for workflow recognition.

Authors: Zhang, Min Hu, Haiyang Li, Zhongjin et al.

Source: Multimedia Tools & Applications; Nov2021, Vol. 80 Issue 28/29, p34973-34995, 23p

Subject Terms: WORKFLOW, INDUSTRY 4.0, JOB performance

Multiple strategies for trading short-term stock index futures based on visual trend bands.

Authors: Chou, Hsien-Ming Hung, Chihli

Source: Multimedia Tools & Applications; Nov2021, Vol. 80 Issue 28/29, p35481-35494, 14p

Subject Terms: STOCK index futures, DAY trading (Securities), INVENTORIES, INVESTMENT policy, MACHINE learning

FhVLAD: Fine-grained quantization and encoding high-order descriptor statistics for scalable image retrieval.

Authors: Bhowmick, Alexy Saharia, Sarat Hazarika, Shyamanta M.

Source: Multimedia Tools & Applications; Nov2021, Vol. 80 Issue 28/29, p35495-35520, 26p

Subject Terms: IMAGE retrieval, ENCODING, STATISTICS, ORDER statistics

Finding the largest empty cuboid inside a 3D digital object.

Authors: Mondal, Sharmistha Biswas, Arindam Sarkar, Apurba

Source: Multimedia Tools & Applications; Nov2021, Vol. 80 Issue 28/29, p35521-35541, 21p

Subject Terms: MODULAR construction, POLYGONS, ALGORITHMS, POLYTOPES, THREE-dimensional printing, COMPUTATIONAL complexity, RECTANGLES

Seasonal detection of coal overburden dump regions in unsupervised manner using landsat 8 OLI/TIRS images at jharia coal fields.

Authors: Mukherjee, Jit Mukherjee, Jayanta Chakravarty, Debashish et al.

Source: Multimedia Tools & Applications; Nov2021, Vol. 80 Issue 28/29, p35605-35627, 23p

Subject Terms: COAL, SUPERVISED learning, SEASONS, COAL mining, RIVER channels, COALFIELDS, STRIP mining

Hybrid deep learning approaches for smartphone sensor-based human activity recognition.

Authors: Ghate, Vasundhara C, Sweetlin Hemalatha

Source: Multimedia Tools & Applications; Nov2021, Vol. 80 Issue 28/29, p35585-35604, 20p

Subject Terms: HUMAN activity recognition, DEEP learning, BLENDED learning, ARTIFICIAL neural networks, SMARTPHONES, LONG short-term memory

A CNN-LSTM based ensemble framework for in-air handwritten Assamese character recognition.

Authors: Choudhury, Ananya Sarma, Kandarpa Kumar

Source: Multimedia Tools & Applications; Nov2021, Vol. 80 Issue 28/29, p35649-35684, 36p

Subject Terms: PATTERN recognition systems, MARKOV random fields, CONVOLUTIONAL neural networks, SOCIAL interaction

Diffuse lung disease classification based on texture features and weighted extreme learning machine.

Authors: Raj, Shyla Mahanand, B. S. Vinod, D. S.

Source: Multimedia Tools & Applications; Nov2021, Vol. 80 Issue 28/29, p35467-35479, 13p

Subject Terms: MACHINE learning, LUNG diseases, FEATURE extraction, NOSOLOGY, LUNGS, GABOR filters

A leader Harris hawks optimization for 2-D Masi entropy-based multilevel image thresholding.

Authors: Naik, Manoj Kumar Panda, Rutuparna Wunnava, Aneesh et al.

Source: Multimedia Tools & Applications; Nov2021, Vol. 80 Issue 28/29, p35543-35583, 41p

Subject Terms: HISTOGRAMS, THRESHOLDING algorithms, SIGNAL-to-noise ratio, COMPUTATIONAL complexity, SWARM intelligence, ENTROPY (Information theory)

Geographic Terms: BERKELEY (Calif.)

Oppositional salp swarm algorithm with mutation operator for global optimization and application in training higher order neural networks.

Authors: Panda, Nibedan Majhi, Santosh Kumar

Source: Multimedia Tools & Applications; Nov2021, Vol. 80 Issue 28/29, p35415-35439, 25p

Subject Terms: ALGORITHMS, GLOBAL optimization, METAHEURISTIC algorithms, BENCHMARK problems (Computer science), CONCEPT learning

Image-based wheat grain classification using convolutional neural network.

Authors: Lingwal, Surabhi Bhatia, Komal Kumar Tomer, Manjeet Singh

Source: Multimedia Tools & Applications; Nov2021, Vol. 80 Issue 28/29, p35441-35465, 25p

Subject Terms: CONVOLUTIONAL neural networks, WHEAT, COMPUTERS in agriculture, COMPUTER vision, GRAIN, CULTIVARS, MACHINE learning

Geographic Terms: INDIA

Handwriting-based gender and handedness classification using convolutional neural networks.

Authors: Rahmanian, Mina Shayegan, Mohammad Amin

Source: Multimedia Tools & Applications; Nov2021, Vol. 80 Issue 28/29, p35341-35364, 24p

Subject Terms: CONVOLUTIONAL neural networks, GENDER, HANDEDNESS, AUTOMATIC classification, CLASSIFICATION