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- Dhirendra S. KattiSuggested from co-authorship
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Works52 from public data
- Restormer: Efficient Transformer for High-Resolution Image Restoration4,635
This work proposes an efficient Transformer model by making several key designs in the building blocks (multi-head attention and feed-forward network) such that it can capture long-range pixel interactions, while still remaining applicable to large images.
- Multi-Stage Progressive Image Restoration2,345
This paper proposes a novel synergistic design that can optimally balance these competing goals in image restoration tasks, that progressively learns restoration functions for the degraded inputs, thereby breaking down the overall recovery process into more manageable steps.
- Learning Enriched Features for Real Image Restoration and Enhancement1,052
This paper presents a novel architecture with the collective goals of maintaining spatially-precise high-resolution representations through the entire network and receiving strong contextual information from the low- resolution representations, named as MIRNet.
- Learning Enriched Features for Fast Image Restoration and Enhancement653
The approach learns an enriched set of features that combines contextual information from multiple scales, while simultaneously preserving the high-resolution spatial details, and achieves state-of-the-art results for a variety of image processing tasks.
- CycleISP: Real Image Restoration via Improved Data Synthesis460
This paper presents a framework that models camera imaging pipeline in forward and reverse directions that allows any number of realistic image pairs for denoising both in RAW and sRGB spaces and achieves the state-of-the-art performance on real camera benchmark datasets.
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- Combination of single walled carbon nanotubes/graphene oxide with paclitaxel: a reactive oxygen species mediated synergism for treatment of lung cancer110
The potential of SWNT/GO as co-therapeutic agents with Tx for the treatment of lung cancer is demonstrated for the first time and synergism was abrogated in the presence of an anti-oxidant.
- Pore orientation mediated control of mechanical behavior of scaffolds and its application in cartilage-mimetic scaffold design100
It is established that mechanical behavior of porous scaffolds can be modulated by varying pore orientation alone and paved the way to recreate the structural and consequent mechanical anisotropy of articular cartilage tissue using zonally varied pore Orientation in scaffolds.
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- NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results94
The NTIRE 2022 challenge was to super-resolve an input image with a magnification factor of ×4 based on pairs of low and corresponding high resolution images and the aim was to design a network for single image super-resolution that achieved improvement of efficiency measured according to several metrics.
- Pullulan-based composite scaffolds for bone tissue engineering: Improved osteoconductivity by pore wall mineralization84
The potential of mineralized pullulan-based composite scaffolds in non-load bearing bone tissue engineering is demonstrated and rendered them osteoconductive in vitro but also led to an improvement in their compressive modulus.
- AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal Faces61
A large-scale, hierarchical annotated dataset of animal faces, featuring 22.4K faces from 350 diverse species and 21 animal orders across biological taxonomy is introduced, showing its challenging nature, unique attributes and present definite prospects for novel, adaptive, and generalized face-oriented CV algorithms.
- Fabrication and characterization of Pluronic modified poly(hydroxybutyrate) fibers for potential wound dressing applications60
This study demonstrates that PF blending can be used to significantly improve properties of PHB fibers for wound dressing applications and demonstrates that the PF blended fiber systems were suitable for the encapsulation of an antibiotic to render them with antibacterial properties.
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- Surface hydrophilicity of PLGA fibers governs in vitro mineralization and osteogenic differentiation51
The work proposes a facile method for the modification of electrospun fibers of hydrophobic Poly(lactide-co-glycolide) (PLGA) fibers by blending with a poloxamer for improved bone tissue regeneration.
- TGF-β1 presenting enzymatically cross-linked injectable hydrogels for improved chondrogenesis50
It was concluded that TGF-β1 immobilized CMC/sCMC/gelatin injectable hydrogels encapsulated with IFP MSCs and ACs present a promising, cost effective and easily translatable strategy for cartilage tissue engineering.
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- AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results43
This paper introduces the real image Super-Resolution challenge that was part of the Advances in Image Manipulation (AIM) workshop, held in conjunction with ECCV 2020, and gauges the state-of-the-art approaches for real image SR in terms of PSNR and SSIM.
- Learning digital camera pipeline for extreme low-light imaging42
A new loss function is proposed that exploits the characteristics of both pixel-wise and perceptual metrics, enabling the deep neural network to learn the camera processing pipeline to transform the short-exposure, low-light RAW sensor data to well-exposed sRGB images.
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- Sulfated polysaccharide mediated TGF-β1 presentation in pre-formed injectable scaffolds for cartilage tissue engineering36
Results demonstrate a polysaccharide-based minimally-invasive and translatable pre-formed injectable scaffold-based cell and growth factor delivery system for cartilage regeneration.
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- Pericellular plasma clot negates the influence of scaffold stiffness on chondrogenic differentiation28
Publication data from OpenAlex, with missing venues and authors filled in from Crossref; citation counts are the higher of OpenAlex and Semantic Scholar, last synced 2026-10-13. One-sentence summaries under some papers are written by Semantic Scholar’s model. Citation counts may be lower than on Google Scholar, which indexes more sources.
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