Vishwanath A. Sindagi | DeepAI

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Featured Co-authors

Vishal M. Patel
152 publications
R. Venkatesh Babu
100 publications
He Zhang
77 publications
Oncel Tuzel
38 publications
Yin Zhou
23 publications
Jeya Maria Jose Valanarasu
21 publications
Rajeev Yasarla
19 publications
Xing Di
17 publications
Poojan Oza
16 publications
Ilker Hacihaliloglu
14 publications
Vibashan VS
13 publications

∙ 04/23/2022

Unsupervised Restoration of Weather-affected Images using Deep Gaussian Process-based CycleGAN

Existing approaches for restoring weather-degraded images follow a fully...

0 Rajeev Yasarla, et al. ∙

∙ 05/27/2021

Unsupervised Domain Adaption of Object Detectors: A Survey

Recent advances in deep learning have led to the development of accurate...

15 Poojan Oza, et al. ∙

∙ 03/07/2021

MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection

Existing approaches for unsupervised domain adaptive object detection pe...

0 Vibashan VS, et al. ∙

∙ 10/04/2020

KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation

Most methods for medical image segmentation use U-Net or its variants as...

1 Jeya Maria Jose Valanarasu, et al. ∙

∙ 09/14/2020

Completely Self-Supervised Crowd Counting via Distribution Matching

Dense crowd counting is a challenging task that demands millions of head...

2 Deepak Babu Sam, et al. ∙

∙ 07/07/2020

Learning to Count in the Crowd from Limited Labeled Data

Recent crowd counting approaches have achieved excellent performance. ho...

6 Vishwanath A. Sindagi, et al. ∙

∙ 04/07/2020

JHU-CROWD++: Large-Scale Crowd Counting Dataset and A Benchmark Method

Due to its variety of applications in the real-world, the task of single...

3 Vishwanath A. Sindagi, et al. ∙

∙ 11/29/2019

Prior-based Domain Adaptive Object Detection for Adverse Weather Conditions

Adverse weather conditions such as rain and haze corrupt the quality of ...

11 Vishwanath A. Sindagi, et al. ∙

∙ 10/28/2019

Pushing the Frontiers of Unconstrained Crowd Counting: New Dataset and Benchmark Method

In this work, we propose a novel crowd counting network that progressive...

21 Vishwanath A. Sindagi, et al. ∙

∙ 08/28/2019

Multi-Level Bottom-Top and Top-Bottom Feature Fusion for Crowd Counting

Crowd counting presents enormous challenges in the form of large variati...

15 Vishwanath A. Sindagi, et al. ∙

∙ 07/24/2019

HA-CCN: Hierarchical Attention-based Crowd Counting Network

Single image-based crowd counting has recently witnessed increased focus...

3 Vishwanath A. Sindagi, et al. ∙

∙ 07/02/2019

Inverse Attention Guided Deep Crowd Counting Network

In this paper, we address the challenging problem of crowd counting in c...

2 Vishwanath A. Sindagi, et al. ∙

∙ 04/02/2019

MVX-Net: Multimodal VoxelNet for 3D Object Detection

Many recent works on 3D object detection have focused on designing neura...

10 Vishwanath A. Sindagi, et al. ∙

∙ 01/16/2019

DAFE-FD: Density Aware Feature Enrichment for Face Detection

Recent research on face detection, which is focused primarily on improvi...

4 Vishwanath A. Sindagi, et al. ∙

∙ 04/26/2018

Pushing the Limits of Unconstrained Face Detection: a Challenge Dataset and Baseline Results

Face detection has witnessed immense progress in the last few years, wit...

0 Hajime Nada, et al. ∙

∙ 10/27/2017

High-Quality Facial Photo-Sketch Synthesis Using Multi-Adversarial Networks

Synthesizing face sketches from real photos and its inverse are well stu...

0 Lidan Wang, et al. ∙

∙ 10/03/2017

GP-GAN: Gender Preserving GAN for Synthesizing Faces from Landmarks

Facial landmarks constitute the most compressed representation of faces ...

0 Xing Di, et al. ∙

∙ 08/02/2017

Generating High-Quality Crowd Density Maps using Contextual Pyramid CNNs

We present a novel method called Contextual Pyramid CNN (CP-CNN) for gen...

0 Vishwanath A. Sindagi, et al. ∙

∙ 07/30/2017

CNN-based Cascaded Multi-task Learning of High-level Prior and Density Estimation for Crowd Counting

Estimating crowd count in densely crowded scenes is an extremely challen...

0 Vishwanath A. Sindagi, et al. ∙

∙ 07/05/2017

A Survey of Recent Advances in CNN-based Single Image Crowd Counting and Density Estimation

Estimating count and density maps from crowd images has a wide range of ...

0 Vishwanath A. Sindagi, et al. ∙

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