Search Results for author: Satish Kumar

Found 8 papers, 5 papers with code

MethaneMapper: Spectral Absorption aware Hyperspectral Transformer for Methane Detection

1 code implementation CVPR 2023 Satish Kumar, Ivan Arevalo, ASM Iftekhar, B S Manjunath

MethaneMapper introduces two novel modules that help to locate the most relevant methane plume regions in the spectral domain and uses them to localize these accurately.

In-situ Water quality monitoring in Oil and Gas operations

1 code implementation20 Jan 2023 Satish Kumar, Rui Kou, Henry Hill, Jake Lempges, Eric Qian, Vikram Jayaram

However, these existing methods fail when monitoring small ponds-the reflectance signal received from small water bodies is too weak to detect.

DDS: Decoupled Dynamic Scene-Graph Generation Network

no code implementations18 Jan 2023 A S M Iftekhar, Raphael Ruschel, Satish Kumar, Suya You, B. S. Manjunath

Scene-graph generation involves creating a structural representation of the relationships between objects in a scene by predicting subject-object-relation triplets from input data.

Graph Generation Object +1

LOCL: Learning Object-Attribute Composition using Localization

1 code implementation7 Oct 2022 Satish Kumar, ASM Iftekhar, Ekta Prashnani, B. S. Manjunath

This paper describes LOCL (Learning Object Attribute Composition using Localization) that generalizes composition zero shot learning to objects in cluttered and more realistic settings.

Attribute Object +1

Multi-Fault Diagnosis Of Industrial Rotating Machines Using Data-Driven Approach: A Review Of Two Decades Of Research

no code implementations30 May 2022 Shreyas Gawde, Shruti Patil, Satish Kumar, Pooja Kamat, Ketan Kotecha, Ajith Abraham

This paper identifies the foundational work done in the field and gives a comparative study of different aspects related to multi-fault diagnosis of industrial rotating machines.

GTNet:Guided Transformer Network for Detecting Human-Object Interactions

1 code implementation2 Aug 2021 A S M Iftekhar, Satish Kumar, R. Austin McEver, Suya You, B. S. Manjunath

For detecting HOI, it is important to utilize relative spatial configurations and object semantics to find salient spatial regions of images that highlight the interactions between human object pairs.

Human-Object Interaction Detection Object

StressNet: Detecting Stress in Thermal Videos

1 code implementation18 Nov 2020 Satish Kumar, A S M Iftekhar, Michael Goebel, Tom Bullock, Mary H. MacLean, Michael B. Miller, Tyler Santander, Barry Giesbrecht, Scott T. Grafton, B. S. Manjunath

Precise measurement of physiological signals is critical for the effective monitoring of human vital signs.

Well-conditioned ultraspherical and spectral integration methods for resolvent analysis of channel flows of Newtonian and viscoelastic fluids

no code implementations9 May 2020 Gokul Hariharan, Satish Kumar, Mihailo R. Jovanović

Modal and nonmodal analyses of fluid flows provide fundamental insight into the early stages of transition to turbulence.

Fluid Dynamics Numerical Analysis Analysis of PDEs Dynamical Systems Numerical Analysis Optimization and Control

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