User profiles for Hemal Naik
Hemal NaikMax 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
Quantitative behavioral measurements are important for answering questions across scientific
disciplines—from neuroscience to ecology. State-of-the-art deep-learning methods offer …
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
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 …
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
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 …
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
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 …
head-centric view of freely behaving pigeons and examined how they orient their head …
Animals in virtual environments
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 …
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
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-…
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 …
projected virtual textures, provided that a precise intrinsic and extrinsic calibration of the …
3d-muppet: 3d multi-pigeon pose estimation and tracking
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 …
and benchmarks for tracking large animal groups in 3D are still lacking. To overcome …
Video-guided calibration of an augmented reality mobile C-arm
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 …
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
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 (…
content by means of a calibrated camera-projector system. A computer generated model (…