User profiles for Hemal Naik

Hemal Naik

Max Planck Institute of Animal Behavior, Center of Advanced study of collective behaviour …
Verified email at ab.mpg.de
Cited by 566

DeepPoseKit, a software toolkit for fast and robust animal pose estimation using deep learning

JM Graving, D Chae, H Naik, L Li, B Koger… - Elife, 2019 - elifesciences.org
Quantitative behavioral measurements are important for answering questions across scientific
disciplines—from neuroscience to ecology. State-of-the-art deep-learning methods offer …

SMART-BARN: Scalable multimodal arena for real-time tracking behavior of animals in large numbers

M Nagy, H Naik, F Kano, NV Carlson, JC Koblitz… - Science …, 2023 - science.org
The SMART-BARN (scalable multimodal arena for real-time tracking behavior of animals in
large numbers) achieves fast, robust acquisition of movement, behavior, communication, and …

3D-POP-An automated annotation approach to facilitate markerless 2D-3D tracking of freely moving birds with marker-based motion capture

H Naik, AHH Chan, J Yang… - Proceedings of the …, 2023 - openaccess.thecvf.com
Recent advances in machine learning and computer vision are revolutionizing the field of
animal behavior by enabling researchers to track the poses and locations of freely moving …

[HTML][HTML] Head-tracking of freely-behaving pigeons in a motion-capture system reveals the selective use of visual field regions

F Kano, H Naik, G Keskin, ID Couzin, M Nagy - Scientific Reports, 2022 - nature.com
Using a motion-capture system and custom head-calibration methods, we reconstructed the
head-centric view of freely behaving pigeons and examined how they orient their head …

Animals in virtual environments

H Naik, R Bastien, N Navab… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The core idea in an XR (VR/MR/AR) application is to digitally stimulate one or more sensory
systems (eg visual, auditory, olfactory) of the human user in an interactive way to achieve an …

I-MuPPET: Interactive multi-pigeon pose estimation and tracking

U Waldmann, H Naik, N Máté, F Kano… - … German Conference on …, 2022 - Springer
Most tracking data encompasses humans, the availability of annotated tracking data for
animals is limited, especially for multiple objects. To overcome this obstacle, we present I-…

On-site semi-automatic calibration and registration of a projector-camera system using arbitrary objects with known geometry

C Resch, H Naik, P Keitler… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
In the Shader Lamps concept, a projector-camera system augments physical objects with
projected virtual textures, provided that a precise intrinsic and extrinsic calibration of the …

3d-muppet: 3d multi-pigeon pose estimation and tracking

U Waldmann, AHH Chan, H Naik, M Nagy… - arXiv preprint arXiv …, 2023 - arxiv.org
Markerless methods for animal posture tracking have been developing recently, but frameworks
and benchmarks for tracking large animal groups in 3D are still lacking. To overcome …

Video-guided calibration of an augmented reality mobile C-arm

X Chen, H Naik, L Wang, N Navab… - International journal of …, 2014 - Springer
Purpose The augmented reality (AR) fluoroscope augments an X-ray image by video and
provides the surgeon with a real-time in situ overlay of the anatomy. The overlay alignment is …

[POSTER] A Step Closer To Reality: Closed Loop Dynamic Registration Correction in SAR

H Naik, F Tombari, C Resch, P Keitler… - … Symposium on Mixed …, 2015 - ieeexplore.ieee.org
In Spatial Augmented Reality (SAR) applications, real world objects are augmented with virtual
content by means of a calibrated camera-projector system. A computer generated model (…