Summarizing,
 images for a total of
114 galaxies have 
been obtained. According to the new set of criteria proposed to define
the Blue Compact Dwarf class of galaxies all except 9 objects
(II Zw 33,
Mrk 7,
Tol 1924-416,
Mrk 314,
II Zw 33B,
UGC 4483,
UCM 0049-0045,
UCM 1446+2312,
& VCC 0001) are classified as
BCDs. This represents an increase of a factor of  ~ 4 with respect
to similar previous studies
(Doublier et al. 1997,
1999;
Cairós et al. 2001a,
b).
Indeed, previous studies were mostly based on only
broad-band imaging data.
 images for a total of
114 galaxies have 
been obtained. According to the new set of criteria proposed to define
the Blue Compact Dwarf class of galaxies all except 9 objects
(II Zw 33,
Mrk 7,
Tol 1924-416,
Mrk 314,
II Zw 33B,
UGC 4483,
UCM 0049-0045,
UCM 1446+2312,
& VCC 0001) are classified as
BCDs. This represents an increase of a factor of  ~ 4 with respect
to similar previous studies
(Doublier et al. 1997,
1999;
Cairós et al. 2001a,
b).
Indeed, previous studies were mostly based on only
broad-band imaging data.
 1).
 1).
 -line
emission. About 73% of the galaxies show
H
-line
emission. About 73% of the galaxies show
H emission
distributed in more than one region (39% in 4 or more
regions). Morphologically, 24% of the galaxies are classified as nE
BCDs, 33% as iE, 35% as iI (10% cometary BCDs -iI,C- and 9%
mergers -iI,M-), and 7% as i0 BCDs (see
Loose & Thuan 1986).
Four of the galaxies (Mrk 86,
Mrk 400,
Mrk 409,
VCC 0655) show a nuclear
ring of star-forming regions with radius 0.5-1kpc.
 emission
distributed in more than one region (39% in 4 or more
regions). Morphologically, 24% of the galaxies are classified as nE
BCDs, 33% as iE, 35% as iI (10% cometary BCDs -iI,C- and 9%
mergers -iI,M-), and 7% as i0 BCDs (see
Loose & Thuan 1986).
Four of the galaxies (Mrk 86,
Mrk 400,
Mrk 409,
VCC 0655) show a nuclear
ring of star-forming regions with radius 0.5-1kpc.
 luminosities of
the sample are (B - R) = 0.7 ± 0.3 mag, MB
= -16.1 ± 1.4mag, and
log(LH
 luminosities of
the sample are (B - R) = 0.7 ± 0.3 mag, MB
= -16.1 ± 1.4mag, and
log(LH ) =
40.0 ± 0.6 (erg s-1). Galaxies 
classified as nE and iE BCDs show, on average, redder colors and lower
H
) =
40.0 ± 0.6 (erg s-1). Galaxies 
classified as nE and iE BCDs show, on average, redder colors and lower
H equivalent widths than
those classified as iI and i0 
BCDs. This is also true if only the iI-type BCDs are considered.
 equivalent widths than
those classified as iI and i0 
BCDs. This is also true if only the iI-type BCDs are considered.
 equivalent
widths require the presence of an 
evolved, underlying stellar population in addition to a young
population with burst strength lower than 10% in mass. The most
metal-poor BCDs (I Zw 18,
Tol 65,
UCM 1612+1308) are found in that
20% of the sample whose properties are compatible with the evolution
of a pure, young burst. They also show the bluest colors and highest
equivalent widths within the sample. However, due to the degraded
sensitivity of the (B - R) color to the presence of an
underlying stellar population for burst strengths
 equivalent
widths require the presence of an 
evolved, underlying stellar population in addition to a young
population with burst strength lower than 10% in mass. The most
metal-poor BCDs (I Zw 18,
Tol 65,
UCM 1612+1308) are found in that
20% of the sample whose properties are compatible with the evolution
of a pure, young burst. They also show the bluest colors and highest
equivalent widths within the sample. However, due to the degraded
sensitivity of the (B - R) color to the presence of an
underlying stellar population for burst strengths
 10%, the use of deep
near-infrared imaging data will be required to further investigate, in
a statistical way, their nature as young galaxies.
 10%, the use of deep
near-infrared imaging data will be required to further investigate, in
a statistical way, their nature as young galaxies.
We are grateful to the Palomar and Las Campanas observatories staff for their support and hospitality, and to the Caltech/Palomar and OCIW/Las Campanas Time Allocation Committees for the generous allocation of time to this project. AGdP acknowledges financial support from NASA through a Long Term Space Astrophysics grant to BFM. AGdP is also partially supported by the CONACYT (Mexico) grant 36132-E and the Spanish Programa Nacional de Astronomía y Astrofísica under grant AYA2000-1790. This research has made use of the NASA/IPAC Extragalactic Database (NED) which is operated by the Jet Propulsion Laboratory, California Institute of Technology, under contract with the National Aeronautics and Space Administration. We would like also to thank K. G. Noeske , P. G. Pérez-González, and C. Sánchez Contreras for valuable discussions and the NED/LEVEL5 staff for helping us making this Atlas publicly available. For technical support on using the images from this atlas, please write to ned@ipac.caltech.edu or to one of the authors (agpaz, barry, olga@ipac.caltech.edu). We are grateful to the anonymous referee for her/his helpful comments and suggestions.