Multimodal co-learning: Challenges, applications with datasets, recent advances and future directions
Multimodal deep learning systems that employ multiple modalities like text, image, audio,
video, etc., are showing better performance than individual modalities (ie, unimodal) systems. …
video, etc., are showing better performance than individual modalities (ie, unimodal) systems. …
[HTML][HTML] Multiplexed echo planar imaging for sub-second whole brain FMRI and fast diffusion imaging
… Consequently in fMRI studies, when using slice accelerations of 1, 4, and 9 in which TR was
shortened from 2.5 s to 0.8 s and 0.4 s, respectively, the estimated relative SNR values were…
shortened from 2.5 s to 0.8 s and 0.4 s, respectively, the estimated relative SNR values were…
Domain adaptation: challenges, methods, datasets, and applications
… This section extends Gabriela Csurka’s work [12] by including frequently used shallow
DA strategies in NLP, timeseries and other data domains along with CV domain DA methods. …
DA strategies in NLP, timeseries and other data domains along with CV domain DA methods. …
[HTML][HTML] NOise reduction with DIstribution Corrected (NORDIC) PCA in dMRI with complex-valued parameter-free locally low-rank processing
… B j c h ∀ j , c h and the kernels G j ch are calculated similarly as in slice-GRAPPA from
the measured individual slices S B i with S M B = ∑ i = 1 M B S B i . For the combination of …
the measured individual slices S B i with S M B = ∑ i = 1 M B S B i . For the combination of …
Functional commitment schemes: From polynomial commitments to pairing-based accumulators from simple assumptions
… S and a witness WX for a subset X = {x1,...,xk} ̸⊆ S that verifies correctly with an accumulated
value for S (… gives us WX∩S (combined membership witness) and WX\S (combined non-…
value for S (… gives us WX∩S (combined membership witness) and WX\S (combined non-…
A deep learning framework for land-use/land-cover mapping and analysis using multispectral satellite imagery
In this article, we present an approach to land-use and land-cover (LULC) mapping from
multispectral satellite images using deep learning methods. The terms satellite image …
multispectral satellite images using deep learning methods. The terms satellite image …
Hybrid ultrasound MRI for improved cardiac imaging and real‐time respiration control
… Sudhir Ramanna… Sudhir Ramanna … Therefore, instead of being static, the scan planes
were updated dynamically based on the heart position as determined by the continuous US scan. …
were updated dynamically based on the heart position as determined by the continuous US scan. …
Effect of distillery effluent on seed germination in some vegetable crops
… The distillery effluent used in the present study was collected in clean containers from M/S
Som Distilleries and Breweries located near Bhopal (MP), India, and its various physico-…
Som Distilleries and Breweries located near Bhopal (MP), India, and its various physico-…
Relevance of sexual polyploidization for crop improvement–A review
MS Ramanna, E Jacobsen - Euphytica, 2003 - Springer
Colchicine induced polyploids have notdirectly contributed for crop improvementin the past.
On the other hand, theso-called natural polyploids, derived fromthe functioning of …
On the other hand, theso-called natural polyploids, derived fromthe functioning of …
Status of organic farming in India
A survey was made on certified organic farms in the country to ascertain the benefits real and
feasibility of organic farming in terms of the production potential, economics and soil health …
feasibility of organic farming in terms of the production potential, economics and soil health …