640 citations · 1.3k across the 22 of their papers we have counts for
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Prior-based Domain Adaptive Object Detection for Hazy and Rainy Conditions
Vishwanath A. Sindagi, Poojan Oza, Rajeev Yasarla +1
Adverse weather conditions such as haze and rain corrupt the quality of captured images, which cause detection networks trained on clean images to perform poorly on these images. T…
Pushing the Frontiers of Unconstrained Crowd Counting: New Dataset and Benchmark Method
Vishwanath A. Sindagi, Rajeev Yasarla, Vishal M. Patel
In this work, we propose a novel crowd counting network that progressively generates crowd density maps via residual error estimation. The proposed method uses VGG16 as the backbon…
Multi-Level Bottom-Top and Top-Bottom Feature Fusion for Crowd Counting
Vishwanath A Sindagi, Vishal M. Patel
Crowd counting presents enormous challenges in the form of large variation in scales within images and across the dataset. These issues are further exacerbated in highly congested…
HA-CCN: Hierarchical Attention-based Crowd Counting Network
Vishwanath A. Sindagi, Vishal M. Patel
Single image-based crowd counting has recently witnessed increased focus, but many leading methods are far from optimal, especially in highly congested scenes. In this paper, we pr…
Inverse Attention Guided Deep Crowd Counting Network
Vishwanath A. Sindagi, Vishal M. Patel
In this paper, we address the challenging problem of crowd counting in congested scenes. Specifically, we present Inverse Attention Guided Deep Crowd Counting Network (IA-DCCN) tha…
MVX-Net: Multimodal VoxelNet for 3D Object Detection
Vishwanath A. Sindagi, Yin Zhou, Oncel Tuzel
Many recent works on 3D object detection have focused on designing neural network architectures that can consume point cloud data. While these approaches demonstrate encouraging pe…
DAFE-FD: Density Aware Feature Enrichment for Face Detection
Vishwanath A. Sindagi, Vishal M. Patel
Recent research on face detection, which is focused primarily on improving accuracy of detecting smaller faces, attempt to develop new anchor design strategies to facilitate increa…