Pranjay Shyam

Pranjay Shyam

KAIST

H-index: 6

Asia-South Korea

About Pranjay Shyam

Pranjay Shyam, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at KAIST, specializes in the field of Robust Computer Vision, Scene Understanding, Sensor Fusion.

His recent articles reflect a diverse array of research interests and contributions to the field:

Lightweight Thermal Super-Resolution and Object Detection for Robust Perception in Adverse Weather Conditions

PAIR: Perception Aided Image Restoration for Natural Driving Conditions

Enhancing Self-Supervised Monocular Depth Estimation via Piece-Wise Pose Estimation and Geometric Constraints

Overcoming Degradation Imbalance for Consistent Image Dehazing

Data Efficient Single Image Dehazing via Adversarial Auto-Augmentation and extended Atmospheric Scattering Model

Multi-Source Domain Alignment for Domain Invariant Segmentation in Unknown Targets

Giqe: Generic image quality enhancement via nth order iterative degradation

Infra sim-to-real: An efficient baseline and dataset for infrastructure based online object detection and tracking using domain adaptation

Pranjay Shyam Information

University

Position

Researcher

Citations(all)

117

Citations(since 2020)

117

Cited By

2

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

3

i10Index(since 2020)

3

Email

University Profile Page

Google Scholar

Pranjay Shyam Skills & Research Interests

Robust Computer Vision

Scene Understanding

Sensor Fusion

Top articles of Pranjay Shyam

Title

Journal

Author(s)

Publication Date

Lightweight Thermal Super-Resolution and Object Detection for Robust Perception in Adverse Weather Conditions

Pranjay Shyam

HyunJin Yoo

2024

PAIR: Perception Aided Image Restoration for Natural Driving Conditions

Pranjay Shyam

HyunJin Yoo

2024

Enhancing Self-Supervised Monocular Depth Estimation via Piece-Wise Pose Estimation and Geometric Constraints

Lorenzo Andraghetti

Panteleimon Myriokefalitakis

Pier Luigi Dovesi

Belen Luque

Matteo Poggi

...

2019/9/16

Overcoming Degradation Imbalance for Consistent Image Dehazing

Pranjay Shyam

HyunJin Yoo

2023

Data Efficient Single Image Dehazing via Adversarial Auto-Augmentation and extended Atmospheric Scattering Model

Pranjay Shyam

Hyunjin Yoo

2023

Multi-Source Domain Alignment for Domain Invariant Segmentation in Unknown Targets

Pranjay Shyam

Kuk-Jin Yoon

Kyung-Soo Kim

2022/10/23

Giqe: Generic image quality enhancement via nth order iterative degradation

Pranjay Shyam

Kyung-Soo Kim

Kuk-Jin Yoon

2022

Infra sim-to-real: An efficient baseline and dataset for infrastructure based online object detection and tracking using domain adaptation

Pranjay Shyam

Sumit Mishra

Kuk-Jin Yoon

Kyung-Soo Kim

2022/6/4

Semi-supervised hyperspectral object detection challenge results-PBVS 2022

Aneesh Rangnekar

Zachary Mulhollan

Anthony Vodacek

Matthew Hoffman

Angel D Sappa

...

2022

Lightweight HDR Camera ISP for Robust Perception in Dynamic Illumination Conditions via Fourier Adversarial Networks

arXiv preprint arXiv:2204.01795

Pranjay Shyam

Sandeep Singh Sengar

Kuk-Jin Yoon

Kyung-Soo Kim

2022/4/4

Dgss: Domain generalized semantic segmentation using iterative style mining and latent representation alignment

arXiv preprint arXiv:2202.13144

Pranjay Shyam

Antyanta Bangunharcana

Kuk-Jin Yoon

Kyung-Soo Kim

2022/2/26

Robotic mapping approach under illumination-variant environments at planetary construction sites

Remote Sensing

Sungchul Hong

Pranjay Shyam

Antyanta Bangunharcana

Hyuseoung Shin

2022/2/20

Robust holistic scene understanding via multi-task learning and sensor fusion

Pranjay Shyam

2022

Weakly supervised approach for joint object and lane marking detection

Pranjay Shyam

Kuk-Jin Yoon

Kyung-Soo Kim

2021

Adversarially-trained hierarchical feature extractor for vehicle re-identification

Pranjay Shyam

Kuk-Jin Yoon

Kyung-Soo Kim

2021/5/30

Towards Domain Invariant Single Image Dehazing

Proceedings of the AAAI Conference on Artificial Intelligence

Pranjay Shyam

Kuk-Jin Yoon

Kyung-Soo Kim

2021/5/18

Evaluating Region Modification based Data Augmentation Techniques for Low Level Vision Tasks

Pranjay Shyam

Kuk-Jin Yoon

Kyung-Soo Kim

Sandeep Singh Sengar

2021

Retaining image feature matching performance under low light conditions

Pranjay Shyam

Antyanta Bangunharcana

Kyung-Soo Kim

2020/10/13

Dynamic anchor selection for improving object localization

Pranjay Shyam

Kuk-Jin Yoon

Kyung-Soo Kim

2020/5/31

See List of Professors in Pranjay Shyam University(KAIST)

Co-Authors

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