SlideShare a Scribd company logo
1 of 1
Introduction
• Recently, two types of bulges have been recognized with different
formation mechanisms: classical and pseudo-bulges.
• Classical bulges are thought to form via hierarchical merging of
smaller bulges, while pseudo-bulges arise though action of spiral
density waves within the disk.
• Current paradigms suggest that all galaxies contain massive black
holes whose mass scales with the bulge: Mbh = 0.002 Mbulge (Fig. 1).
• Pseudo-bulges do not follow this relation with the central black hole.
• Mechanisms which build galactic bulges may be related to
those which grow black holes.
What is a Seyfert Galaxy?
• Seyfert galaxies are a type of Active Galactic Nucleus (AGN).
• Gravitational energy is released as heat, shockwaves,
radiation, plasma jets, etc., as matter falls into black hole.
• Seyferts are classified based on the strength of the central
source.
• Strong unresolved nucleus in Seyfert 1.
• Weaker nucleus in Seyfert 2.
NGC 4151 & NGC 1068: BULGE OR PSEUDO-BULGE?
Department of Physics and Astronomy, College of Arts and Sciences
Glenn Wilson, Courtney Mueller, Joseph Mullen, Nur Shafiqa Fitri Kamsani, Charles Nelson (Mentor)
Methods
• GALFIT is a 2D fitting algorithm utilizing parametric analysis.
• GALFIT fits models to galaxy images. Subtracting the model
from the original image obtains a residual image. The
residual image can reveal fine bulge structure and show
where a model fails.
• Improved models can be made by convolving the image
with a PSF and/or including a bad pixel mask, both of which
provide GALFIT with a truer image of the galaxy to be fitted.
Future Work
• Improve the GALFIT model fit of NGC 4151.
• Extend the study to all galaxies in the data set to reveal
details of each galaxy’s morphology.
• Investigate the role of the bulge in the development of
Seyfert nuclei.
References and Acknowledgements
Nelson, Charles H. "The Relationship Between Black Hole Mass and VelocityDispersion in Seyfert 1
Ga." The Astrophysical Journal 615.2 (2004): 652-61. ApJ.
Peng, Chien Y., and Luis C. Ho. "DetailedDecomposition of Galaxy Images. II. Beyond Axisymmetric
Models." The Astrophysical Journal 139.6 (2010): 2097-129. Print.
Figure 3: GALFIT used to produce model images. Row 1: Bulge and disk with various
amounts of rotation. Row 2: Same galaxies with a different power law. Row 3: The
galaxies inclined to the line of sight.
NGC 1068 (Fig. 2)
Galaxy Morphology: Sa
Redshift: 0.003793
Apparent Magnitude: 9.61
Figure 1: The Mbh - σ relation for Seyfert galaxies (green dots) and normal galaxies
(red +). The parameter σ scales with bulge mass in this figure. (Nelson et. al 2001)
Objectives
• NGC 4151 and NGC 1068 are the prototypical Seyfert 1 and Seyfert 2
galaxies; however, their bulge structures are different.
• Attempt to systematically differentiate between bulges and pseudo
bulges in Seyfert galaxies using GALFIT.
NGC 1068 Model Residual
Results
• Used GALFIT on NGC 1068/4151 to reveal galaxy morphology.
• Investigated the role of different model parameters in the
GALFIT fitting. (Fig. 3)
• A tight fitting model to NGC1068 was produced using a bulge,
two disks, and a sky component. (Fig. 2)
• The fitted model’s Sersic parameter led us to conclude
NGC1068 contains a pseudo bulge.
NGC 4151 (left)
Galaxy Morphology: Sab
Redshift: 0.003319
Apparent Magnitude: 11.5
Figure 2: GALFIT algorithm implementation. The first image is the input image taken, the second is the GALFIT model of the bulge and disk, and the final image is the residual.

More Related Content

What's hot

The pillars of_creation_revisited_with_muse_gas_kinematics_and_high_mass_stel...
The pillars of_creation_revisited_with_muse_gas_kinematics_and_high_mass_stel...The pillars of_creation_revisited_with_muse_gas_kinematics_and_high_mass_stel...
The pillars of_creation_revisited_with_muse_gas_kinematics_and_high_mass_stel...Sérgio Sacani
 
Dissertation- Alex Kelly
Dissertation- Alex KellyDissertation- Alex Kelly
Dissertation- Alex KellyAlex Kelly
 
Chandra observation star_formation_m95
Chandra observation star_formation_m95Chandra observation star_formation_m95
Chandra observation star_formation_m95Sérgio Sacani
 
Classic gravitational tests of post-Einsteinian theories
Classic gravitational tests of post-Einsteinian theoriesClassic gravitational tests of post-Einsteinian theories
Classic gravitational tests of post-Einsteinian theoriesNicolae Sfetcu
 
Confirmation of hostless_type_ia_supernovae_using_hubble_space_telescope_imaging
Confirmation of hostless_type_ia_supernovae_using_hubble_space_telescope_imagingConfirmation of hostless_type_ia_supernovae_using_hubble_space_telescope_imaging
Confirmation of hostless_type_ia_supernovae_using_hubble_space_telescope_imagingSérgio Sacani
 
Alex y juan carlos
Alex y juan carlosAlex y juan carlos
Alex y juan carlosgrupoanimoto
 
Chapter 1 Lecture
Chapter 1 LectureChapter 1 Lecture
Chapter 1 Lecturedlsupport
 
MYSTERIES OF THE TIME, AS AN ENTITY
MYSTERIES OF THE TIME, AS AN ENTITYMYSTERIES OF THE TIME, AS AN ENTITY
MYSTERIES OF THE TIME, AS AN ENTITYmsuhailf
 
Deep nearinfrared survey_carina_nebula
Deep nearinfrared survey_carina_nebulaDeep nearinfrared survey_carina_nebula
Deep nearinfrared survey_carina_nebulaSérgio Sacani
 
Modleing giant extrasolar_ring_systems_in_eclipse_and_the_case_j1407_sculptin...
Modleing giant extrasolar_ring_systems_in_eclipse_and_the_case_j1407_sculptin...Modleing giant extrasolar_ring_systems_in_eclipse_and_the_case_j1407_sculptin...
Modleing giant extrasolar_ring_systems_in_eclipse_and_the_case_j1407_sculptin...Sérgio Sacani
 
A possible carbonrich_interior_in_superearth_55_cancrie
A possible carbonrich_interior_in_superearth_55_cancrieA possible carbonrich_interior_in_superearth_55_cancrie
A possible carbonrich_interior_in_superearth_55_cancrieSérgio Sacani
 
A Theoretical Perception of Gravity from the Quantum to the Relativity
A Theoretical Perception of Gravity from the Quantum to the RelativityA Theoretical Perception of Gravity from the Quantum to the Relativity
A Theoretical Perception of Gravity from the Quantum to the RelativityDR.P.S.JAGADEESH KUMAR
 
From globular clusters_to_tidal_dwarfs_structure_formation_in_the_tidal_tails...
From globular clusters_to_tidal_dwarfs_structure_formation_in_the_tidal_tails...From globular clusters_to_tidal_dwarfs_structure_formation_in_the_tidal_tails...
From globular clusters_to_tidal_dwarfs_structure_formation_in_the_tidal_tails...Sérgio Sacani
 
The puzzling source_in_ngc6388_a_possible_planetary_tidal_disruption_event
The puzzling source_in_ngc6388_a_possible_planetary_tidal_disruption_eventThe puzzling source_in_ngc6388_a_possible_planetary_tidal_disruption_event
The puzzling source_in_ngc6388_a_possible_planetary_tidal_disruption_eventSérgio Sacani
 
A Brief Introduction to Theoretical Physics, by Steve Kanzer
A Brief Introduction to Theoretical Physics, by Steve KanzerA Brief Introduction to Theoretical Physics, by Steve Kanzer
A Brief Introduction to Theoretical Physics, by Steve KanzerSteve Kanzer
 
Big bang cosmology
Big bang cosmologyBig bang cosmology
Big bang cosmologySabiq Hafidz
 

What's hot (20)

The pillars of_creation_revisited_with_muse_gas_kinematics_and_high_mass_stel...
The pillars of_creation_revisited_with_muse_gas_kinematics_and_high_mass_stel...The pillars of_creation_revisited_with_muse_gas_kinematics_and_high_mass_stel...
The pillars of_creation_revisited_with_muse_gas_kinematics_and_high_mass_stel...
 
Origin of stars
Origin of starsOrigin of stars
Origin of stars
 
Dissertation- Alex Kelly
Dissertation- Alex KellyDissertation- Alex Kelly
Dissertation- Alex Kelly
 
Hidden lives v2
Hidden lives v2Hidden lives v2
Hidden lives v2
 
Chandra observation star_formation_m95
Chandra observation star_formation_m95Chandra observation star_formation_m95
Chandra observation star_formation_m95
 
Classic gravitational tests of post-Einsteinian theories
Classic gravitational tests of post-Einsteinian theoriesClassic gravitational tests of post-Einsteinian theories
Classic gravitational tests of post-Einsteinian theories
 
Confirmation of hostless_type_ia_supernovae_using_hubble_space_telescope_imaging
Confirmation of hostless_type_ia_supernovae_using_hubble_space_telescope_imagingConfirmation of hostless_type_ia_supernovae_using_hubble_space_telescope_imaging
Confirmation of hostless_type_ia_supernovae_using_hubble_space_telescope_imaging
 
Alex y juan carlos
Alex y juan carlosAlex y juan carlos
Alex y juan carlos
 
Chapter 1 Lecture
Chapter 1 LectureChapter 1 Lecture
Chapter 1 Lecture
 
MYSTERIES OF THE TIME, AS AN ENTITY
MYSTERIES OF THE TIME, AS AN ENTITYMYSTERIES OF THE TIME, AS AN ENTITY
MYSTERIES OF THE TIME, AS AN ENTITY
 
Deep nearinfrared survey_carina_nebula
Deep nearinfrared survey_carina_nebulaDeep nearinfrared survey_carina_nebula
Deep nearinfrared survey_carina_nebula
 
Modleing giant extrasolar_ring_systems_in_eclipse_and_the_case_j1407_sculptin...
Modleing giant extrasolar_ring_systems_in_eclipse_and_the_case_j1407_sculptin...Modleing giant extrasolar_ring_systems_in_eclipse_and_the_case_j1407_sculptin...
Modleing giant extrasolar_ring_systems_in_eclipse_and_the_case_j1407_sculptin...
 
The universe
The universeThe universe
The universe
 
Expanding universe
Expanding universeExpanding universe
Expanding universe
 
A possible carbonrich_interior_in_superearth_55_cancrie
A possible carbonrich_interior_in_superearth_55_cancrieA possible carbonrich_interior_in_superearth_55_cancrie
A possible carbonrich_interior_in_superearth_55_cancrie
 
A Theoretical Perception of Gravity from the Quantum to the Relativity
A Theoretical Perception of Gravity from the Quantum to the RelativityA Theoretical Perception of Gravity from the Quantum to the Relativity
A Theoretical Perception of Gravity from the Quantum to the Relativity
 
From globular clusters_to_tidal_dwarfs_structure_formation_in_the_tidal_tails...
From globular clusters_to_tidal_dwarfs_structure_formation_in_the_tidal_tails...From globular clusters_to_tidal_dwarfs_structure_formation_in_the_tidal_tails...
From globular clusters_to_tidal_dwarfs_structure_formation_in_the_tidal_tails...
 
The puzzling source_in_ngc6388_a_possible_planetary_tidal_disruption_event
The puzzling source_in_ngc6388_a_possible_planetary_tidal_disruption_eventThe puzzling source_in_ngc6388_a_possible_planetary_tidal_disruption_event
The puzzling source_in_ngc6388_a_possible_planetary_tidal_disruption_event
 
A Brief Introduction to Theoretical Physics, by Steve Kanzer
A Brief Introduction to Theoretical Physics, by Steve KanzerA Brief Introduction to Theoretical Physics, by Steve Kanzer
A Brief Introduction to Theoretical Physics, by Steve Kanzer
 
Big bang cosmology
Big bang cosmologyBig bang cosmology
Big bang cosmology
 

Viewers also liked

Tercer Parcial Filos
Tercer Parcial FilosTercer Parcial Filos
Tercer Parcial Filosdenisse
 
A usabilidade e_acessibilidade_nos_web_sites[1]
A usabilidade e_acessibilidade_nos_web_sites[1]A usabilidade e_acessibilidade_nos_web_sites[1]
A usabilidade e_acessibilidade_nos_web_sites[1]José Marques
 
Куперштейн 11клас опорні конспекти по фізиці
Куперштейн 11клас опорні конспекти по фізиціКуперштейн 11клас опорні конспекти по фізиці
Куперштейн 11клас опорні конспекти по фізиціМихайло Іжик
 
P A S E O S Y A C T O S
P A S E O S  Y  A C T O SP A S E O S  Y  A C T O S
P A S E O S Y A C T O SSoledad2201
 
The professional marketing Book Club
The professional marketing Book ClubThe professional marketing Book Club
The professional marketing Book ClubCharlotte Lestienne
 
Certificate Guide - Digital marketing sample chapter
Certificate Guide - Digital marketing sample chapterCertificate Guide - Digital marketing sample chapter
Certificate Guide - Digital marketing sample chapterCharlotte Lestienne
 
Cement, bone
Cement, boneCement, bone
Cement, boneSE Bas
 
Relaxed plasmids & Regulation of copy number
Relaxed plasmids & Regulation of copy numberRelaxed plasmids & Regulation of copy number
Relaxed plasmids & Regulation of copy numbersalvia16
 
Aventi sales main corporate presentation slideshare 200916
Aventi sales main corporate presentation  slideshare 200916Aventi sales main corporate presentation  slideshare 200916
Aventi sales main corporate presentation slideshare 200916Colum Rafferty
 
Strategic Marketing Planning
Strategic Marketing PlanningStrategic Marketing Planning
Strategic Marketing PlanningNigelSJones
 
Leonie Sadler - CV 2016
Leonie Sadler - CV 2016Leonie Sadler - CV 2016
Leonie Sadler - CV 2016Leonie Sadler
 

Viewers also liked (15)

Tercer Parcial Filos
Tercer Parcial FilosTercer Parcial Filos
Tercer Parcial Filos
 
A usabilidade e_acessibilidade_nos_web_sites[1]
A usabilidade e_acessibilidade_nos_web_sites[1]A usabilidade e_acessibilidade_nos_web_sites[1]
A usabilidade e_acessibilidade_nos_web_sites[1]
 
Куперштейн 11клас опорні конспекти по фізиці
Куперштейн 11клас опорні конспекти по фізиціКуперштейн 11клас опорні конспекти по фізиці
Куперштейн 11клас опорні конспекти по фізиці
 
AME
AMEAME
AME
 
P A S E O S Y A C T O S
P A S E O S  Y  A C T O SP A S E O S  Y  A C T O S
P A S E O S Y A C T O S
 
The professional marketing Book Club
The professional marketing Book ClubThe professional marketing Book Club
The professional marketing Book Club
 
Certificate Guide - Digital marketing sample chapter
Certificate Guide - Digital marketing sample chapterCertificate Guide - Digital marketing sample chapter
Certificate Guide - Digital marketing sample chapter
 
Cement, bone
Cement, boneCement, bone
Cement, bone
 
Presentation1
Presentation1Presentation1
Presentation1
 
Relaxed plasmids & Regulation of copy number
Relaxed plasmids & Regulation of copy numberRelaxed plasmids & Regulation of copy number
Relaxed plasmids & Regulation of copy number
 
Aventi sales main corporate presentation slideshare 200916
Aventi sales main corporate presentation  slideshare 200916Aventi sales main corporate presentation  slideshare 200916
Aventi sales main corporate presentation slideshare 200916
 
Strategic Marketing Planning
Strategic Marketing PlanningStrategic Marketing Planning
Strategic Marketing Planning
 
strategic marketing planning
strategic marketing planningstrategic marketing planning
strategic marketing planning
 
Cloning vectors
Cloning vectorsCloning vectors
Cloning vectors
 
Leonie Sadler - CV 2016
Leonie Sadler - CV 2016Leonie Sadler - CV 2016
Leonie Sadler - CV 2016
 

Similar to Presentation_2015

The Galaxy by Myrell Esteban (I Made)
The Galaxy by Myrell Esteban (I Made)The Galaxy by Myrell Esteban (I Made)
The Galaxy by Myrell Esteban (I Made)RODELoreto MORALESson
 
Andromeda extended disk_of_dwarfs
Andromeda extended disk_of_dwarfsAndromeda extended disk_of_dwarfs
Andromeda extended disk_of_dwarfsSérgio Sacani
 
1 KYA 306Distance Scales2• Stellar, galactic, .docx
1 KYA 306Distance Scales2• Stellar, galactic, .docx1 KYA 306Distance Scales2• Stellar, galactic, .docx
1 KYA 306Distance Scales2• Stellar, galactic, .docxhoney725342
 
Supermassive black holes do not correlate with galaxy disks or pseudobulges
Supermassive black holes do not correlate with galaxy disks or pseudobulgesSupermassive black holes do not correlate with galaxy disks or pseudobulges
Supermassive black holes do not correlate with galaxy disks or pseudobulgesSérgio Sacani
 
Galaxies (normal and active)
Galaxies (normal and active)Galaxies (normal and active)
Galaxies (normal and active)Judy-ann Jardinan
 
Stellar tidal streams_in_spiral_galaxies_of_the_local_volume
Stellar tidal streams_in_spiral_galaxies_of_the_local_volumeStellar tidal streams_in_spiral_galaxies_of_the_local_volume
Stellar tidal streams_in_spiral_galaxies_of_the_local_volumeSérgio Sacani
 
PCCC21 筑波大学計算科学研究センター 「学際計算科学による最新の研究成果」
PCCC21 筑波大学計算科学研究センター 「学際計算科学による最新の研究成果」PCCC21 筑波大学計算科学研究センター 「学際計算科学による最新の研究成果」
PCCC21 筑波大学計算科学研究センター 「学際計算科学による最新の研究成果」PC Cluster Consortium
 
Black holes in galaxies and active galaxies
Black holes in galaxies and active galaxiesBlack holes in galaxies and active galaxies
Black holes in galaxies and active galaxiesBryan Nozaleda
 
Galaxies. Quasars. lecture notes chapter 20
Galaxies. Quasars. lecture notes chapter 20Galaxies. Quasars. lecture notes chapter 20
Galaxies. Quasars. lecture notes chapter 20Lionel Wolberger
 
Gravitational Lensing.pptx
Gravitational Lensing.pptxGravitational Lensing.pptx
Gravitational Lensing.pptxShahinPK1
 

Similar to Presentation_2015 (20)

The Galaxy by Myrell Esteban (I Made)
The Galaxy by Myrell Esteban (I Made)The Galaxy by Myrell Esteban (I Made)
The Galaxy by Myrell Esteban (I Made)
 
Cannon Poster
Cannon PosterCannon Poster
Cannon Poster
 
Andromeda extended disk_of_dwarfs
Andromeda extended disk_of_dwarfsAndromeda extended disk_of_dwarfs
Andromeda extended disk_of_dwarfs
 
1 KYA 306Distance Scales2• Stellar, galactic, .docx
1 KYA 306Distance Scales2• Stellar, galactic, .docx1 KYA 306Distance Scales2• Stellar, galactic, .docx
1 KYA 306Distance Scales2• Stellar, galactic, .docx
 
Supermassive black holes do not correlate with galaxy disks or pseudobulges
Supermassive black holes do not correlate with galaxy disks or pseudobulgesSupermassive black holes do not correlate with galaxy disks or pseudobulges
Supermassive black holes do not correlate with galaxy disks or pseudobulges
 
Galaxy
Galaxy Galaxy
Galaxy
 
thesis
thesisthesis
thesis
 
Galaxies (normal and active)
Galaxies (normal and active)Galaxies (normal and active)
Galaxies (normal and active)
 
Nuclear chemistry B Sc III-SEM-VI
 Nuclear chemistry B Sc III-SEM-VI Nuclear chemistry B Sc III-SEM-VI
Nuclear chemistry B Sc III-SEM-VI
 
A1 20 Milky Way
A1 20 Milky WayA1 20 Milky Way
A1 20 Milky Way
 
Unifying concept
Unifying conceptUnifying concept
Unifying concept
 
Stellar tidal streams_in_spiral_galaxies_of_the_local_volume
Stellar tidal streams_in_spiral_galaxies_of_the_local_volumeStellar tidal streams_in_spiral_galaxies_of_the_local_volume
Stellar tidal streams_in_spiral_galaxies_of_the_local_volume
 
PCCC21 筑波大学計算科学研究センター 「学際計算科学による最新の研究成果」
PCCC21 筑波大学計算科学研究センター 「学際計算科学による最新の研究成果」PCCC21 筑波大学計算科学研究センター 「学際計算科学による最新の研究成果」
PCCC21 筑波大学計算科学研究センター 「学際計算科学による最新の研究成果」
 
Black holes in galaxies and active galaxies
Black holes in galaxies and active galaxiesBlack holes in galaxies and active galaxies
Black holes in galaxies and active galaxies
 
Galaxies. Quasars. lecture notes chapter 20
Galaxies. Quasars. lecture notes chapter 20Galaxies. Quasars. lecture notes chapter 20
Galaxies. Quasars. lecture notes chapter 20
 
The universe2
The universe2The universe2
The universe2
 
The universe2
The universe2The universe2
The universe2
 
Gravitational Lensing.pptx
Gravitational Lensing.pptxGravitational Lensing.pptx
Gravitational Lensing.pptx
 
Dark energy.pptx
Dark energy.pptxDark energy.pptx
Dark energy.pptx
 
Galaxies in Space.ppt
Galaxies in Space.pptGalaxies in Space.ppt
Galaxies in Space.ppt
 

Presentation_2015

  • 1. Introduction • Recently, two types of bulges have been recognized with different formation mechanisms: classical and pseudo-bulges. • Classical bulges are thought to form via hierarchical merging of smaller bulges, while pseudo-bulges arise though action of spiral density waves within the disk. • Current paradigms suggest that all galaxies contain massive black holes whose mass scales with the bulge: Mbh = 0.002 Mbulge (Fig. 1). • Pseudo-bulges do not follow this relation with the central black hole. • Mechanisms which build galactic bulges may be related to those which grow black holes. What is a Seyfert Galaxy? • Seyfert galaxies are a type of Active Galactic Nucleus (AGN). • Gravitational energy is released as heat, shockwaves, radiation, plasma jets, etc., as matter falls into black hole. • Seyferts are classified based on the strength of the central source. • Strong unresolved nucleus in Seyfert 1. • Weaker nucleus in Seyfert 2. NGC 4151 & NGC 1068: BULGE OR PSEUDO-BULGE? Department of Physics and Astronomy, College of Arts and Sciences Glenn Wilson, Courtney Mueller, Joseph Mullen, Nur Shafiqa Fitri Kamsani, Charles Nelson (Mentor) Methods • GALFIT is a 2D fitting algorithm utilizing parametric analysis. • GALFIT fits models to galaxy images. Subtracting the model from the original image obtains a residual image. The residual image can reveal fine bulge structure and show where a model fails. • Improved models can be made by convolving the image with a PSF and/or including a bad pixel mask, both of which provide GALFIT with a truer image of the galaxy to be fitted. Future Work • Improve the GALFIT model fit of NGC 4151. • Extend the study to all galaxies in the data set to reveal details of each galaxy’s morphology. • Investigate the role of the bulge in the development of Seyfert nuclei. References and Acknowledgements Nelson, Charles H. "The Relationship Between Black Hole Mass and VelocityDispersion in Seyfert 1 Ga." The Astrophysical Journal 615.2 (2004): 652-61. ApJ. Peng, Chien Y., and Luis C. Ho. "DetailedDecomposition of Galaxy Images. II. Beyond Axisymmetric Models." The Astrophysical Journal 139.6 (2010): 2097-129. Print. Figure 3: GALFIT used to produce model images. Row 1: Bulge and disk with various amounts of rotation. Row 2: Same galaxies with a different power law. Row 3: The galaxies inclined to the line of sight. NGC 1068 (Fig. 2) Galaxy Morphology: Sa Redshift: 0.003793 Apparent Magnitude: 9.61 Figure 1: The Mbh - σ relation for Seyfert galaxies (green dots) and normal galaxies (red +). The parameter σ scales with bulge mass in this figure. (Nelson et. al 2001) Objectives • NGC 4151 and NGC 1068 are the prototypical Seyfert 1 and Seyfert 2 galaxies; however, their bulge structures are different. • Attempt to systematically differentiate between bulges and pseudo bulges in Seyfert galaxies using GALFIT. NGC 1068 Model Residual Results • Used GALFIT on NGC 1068/4151 to reveal galaxy morphology. • Investigated the role of different model parameters in the GALFIT fitting. (Fig. 3) • A tight fitting model to NGC1068 was produced using a bulge, two disks, and a sky component. (Fig. 2) • The fitted model’s Sersic parameter led us to conclude NGC1068 contains a pseudo bulge. NGC 4151 (left) Galaxy Morphology: Sab Redshift: 0.003319 Apparent Magnitude: 11.5 Figure 2: GALFIT algorithm implementation. The first image is the input image taken, the second is the GALFIT model of the bulge and disk, and the final image is the residual.