Deepak Mishra

Orcid: 0000-0002-4078-9400

Affiliations:
  • Indian Institutes of Technology (IIT) Jodhpur, Department of Computer Science and Engineering, Jodhpur, India
  • Indian Institutes of Technology (IIT) Delhi, Department of Electrical Engineering, New Delhi, India (former, PhD 2019)


According to our database1, Deepak Mishra authored at least 38 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
An Intelligent System With Reduced Readout Power and Lightweight CNN for Vision Applications.
IEEE Trans. Circuits Syst. Video Technol., February, 2024

Survival Prediction in Lung Cancer through Multi-Modal Representation Learning.
CoRR, 2024

Translating Imaging to Genomics: Leveraging Transformers for Predictive Modeling.
CoRR, 2024

CoBooM: Codebook Guided Bootstrapping for Medical Image Representation Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023
Clinically Relevant Myocardium Segmentation in Cardiac Magnetic Resonance Images.
IEEE J. Biomed. Health Informatics, May, 2023

Distilling Calibrated Student from an Uncalibrated Teacher.
CoRR, 2023

Knowledge Distillation with Ensemble Calibration.
Proceedings of the Fourteenth Indian Conference on Computer Vision, 2023

On Edge FPN Reduction in CMOS Image Sensor Using CNN with Attention Mechanism.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2023

An Intelligent CMOS Image Sensor System Using Edge Information for Image Classification.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2023

2022
Data Driven Estimation of Covid-19 Prognosis.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

BAFL: Federated Learning with Base Ablation for Cost Effective Communication.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

AI driven Wide Dynamic Range CMOS Image Sensor.
Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2021
On-Array Compressive Acquisition in CMOS Image Sensors Using Accumulated Spatial Gradients.
IEEE Trans. Circuits Syst. Video Technol., 2021

CMOS image sensor with adaptive readout scheme for low power applications.
Proceedings of the 64th IEEE International Midwest Symposium on Circuits and Systems, 2021

On-chip Pixel Reconstruction using Simple CNN for Sparsely Read CMOS Image Sensor.
Proceedings of the 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2021

2020
Target-Independent Domain Adaptation for WBC Classification Using Generative Latent Search.
IEEE Trans. Medical Imaging, 2020

Effect of the Latent Structure on Clustering With GANs.
IEEE Signal Process. Lett., 2020

Variational Inference with Latent Space Quantization for Adversarial Resilience.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
A 12-bit, 2.5-bit/Phase Column-Parallel Cyclic ADC.
IEEE Trans. Very Large Scale Integr. Syst., 2019

Ultrasound Image Segmentation: A Deeply Supervised Network With Attention to Boundaries.
IEEE Trans. Biomed. Eng., 2019

Variational Inference with Latent Space Quantization for Adversarial Resilience.
CoRR, 2019

Gradually Growing Residual and Self-attention Based Dense Deep Back Projection Network for Large Scale Super-Resolution of Image.
Proceedings of the Pattern Recognition and Machine Intelligence, 2019

A reconfigurable cyclic ADC for biomedical applications.
Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019

2018
Edge Probability and Pixel Relativity-Based Speckle Reducing Anisotropic Diffusion.
IEEE Trans. Image Process., 2018

Ultrasound Image Enhancement Using Structure Oriented Adversarial Network.
IEEE Signal Process. Lett., 2018

NEMGAN: Noise Engineered Mode-matching GAN.
CoRR, 2018

Locate, Segment and Match: A Pipeline for Object Matching and Registration.
CoRR, 2018

Unsupervised Despeckling.
CoRR, 2018

A 12-bit, 2.5-bit/cycle, 1 MS/s two-stage cyclic ADC, for high-speed CMOS Image sensors.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Segmentation of Vascular Regions in Ultrasound Images: A Deep Learning Approach.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

An On-Chip Interpolation Based Readout Scheme for Low-Power, High-Speed CMOS Image Sensors.
Proceedings of the 2018 IEEE SENSORS, New Delhi, India, October 28-31, 2018, 2018

Automatic Quantification of Stomata for High-Throughput Plant Phenotyping.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Despeckling CNN with Ensembles of Classical Outputs.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Deep Convolutional Neural Networks Based Framework for Estimation of Stomata Density and Structure from Microscopic Images.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017
Edge Aware Geometric Filter for Ultrasound Image Enhancement.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

A portable system for real-time non-contact blood oxygen saturation measurements.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2017

2016
Cardiac Ultrasound Image Enhancement Using Tissue Selective Total Variation Regularization.
Proceedings of the Computer Vision, Graphics, and Image Processing, 2016

2012
Suprathreshold stochastic resonance and maximizing network for watermark detection.
J. Electronic Imaging, 2012


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